text
stringlengths 1
41.2k
| label
stringclasses 55
values | dataType
stringclasses 2
values | communityName
stringclasses 55
values | datetime
stringdate 2011-10-28 00:00:00
2025-04-25 00:00:00
| username_encoded
stringlengths 136
160
| url_encoded
stringlengths 220
332
|
|---|---|---|---|---|---|---|
Is anyone aware of any public “tests”, “rankings” or similar where a dataset is provided and a tool is supposed to find relevant documents or perhaps rank documents by relevance?
Or anything like this?
As background, I have a tool enabling you to search through thousands of discovery docs. I’m wondering how it compares to the state of the art.
In other fields outside law there’s often standard “test” datasets that people compete on to demonstrate whose tool is best. So I wondered if the same existed for discovery. | r/legaltech | post | r/legaltech | 2025-03-27 | Z0FBQUFBQm9DbVhRSkZxRHlESWYzUnpocDRQTXVLYURzVG81bGR5d2ItTkNOdDZIQkJRRDRtek9zdDZiUGpCamlVNHNMRGpncFR2ZGUybUM2YUw2bVRRVlpQS1R2dFg1WGc9PQ== | Z0FBQUFBQm9DbVhRVEhSbWE5MHkzTk05LVFtU0laUE5fSDVTdzRZdWVlanpjLWFUcWYxOC1tclhuSWg3aHlnYzhrYS05a3Q2NFlUMGlieFRNeEY0TVh3aWl5c3llMlhzeDNMY0Vyb1pIQTdMY2J1SFV5VEhFNjUxMnNoZnY2ejdhdjZneWpqXzBNSmxtZ2N2cFhwcnJlaFJJU2RQbXkzUkVmUG5DOHJBU0ZOX1diVHFndzAyaGdvPQ== |
The recent leak of **U.S. war plans via a private Signal group chat** raises serious questions about the security of classified information. While Signal is known for strong encryption, does it provide enough protection when human error and insider risks are involved?
This case brings up broader concerns:
How should governments handle secure communications?
Can encrypted apps truly prevent leaks, or is human oversight the weakest link?
Should policymakers rethink how classified discussions are conducted?
Curious to hear your thoughts—how should governments improve their approach to cybersecurity? | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-03-27 | Z0FBQUFBQm9DbVhRUlBFLW9adVhHU3pFQzUzUlh4QWlFb0lrRng0REZPbWFjSTN2Rm5CY3FGck1lVk1wM0M3RUN0VHJreGhWcGV1LUZGdEw4SlZHLVBhZkx0UE1PamdwSkEtVlRWUFg4dDE1aHVncnJRek9kQms9 | Z0FBQUFBQm9DbVhRaWxMdFZ5M2xnTnJUd2RFZjRRSEN4TVIya3JiOEZZSnhHZUZHbEdQZ0FybmhsbzNNMXVXU3R3V0p0WVJOOFpTZkpKRF9QYzZoanJuMnZDZHdHMnBWd2l1X3gySVNPR3ZQelVtNmtvdjZ1N3FYMWQxVGI2Ql8zTmpmcUJpYVFHU3luUXNCcGZuZVkzQldiaGlhd29UcWFwLWRMRlZFT0huUEVEa0dXekQ0RGI4MHhISjEwa1FaNDFJZXRGcmJscTZFTkFNWGk4S3lzUXZHYmw1c1ZXOTFBUT09 |
Hey open source enthusiasts! We're excited to share **Huly Code**, our open-source IDE based on IntelliJ IDEA Community Edition that prioritizes freedom, transparency, and modern development practices.
# Our open source approach:
* **Fully free**: No paid tiers, no premium features, no strings attached
* **Open core**: Built on IntelliJ IDEA Community Edition
* **No proprietary plugins**: Replaced with open-source alternatives
* **Open standards**: Uses Language Server Protocol (LSP) for language support
* **Open technologies**: Tree-sitter for syntax highlighting, open-source language servers
* **Source available**: [GitHub repository](https://github.com/hcengineering/huly-code)
# Key features:
* Support for many modern languages (Rust, Go, TypeScript, JavaScript, Zig, and more)
* Advanced code navigation and completion capabilities
* AI coding assistants supported (GitHub Copilot, Supermaven)
* High-performance syntax highlighting and code analysis
* Familiar IntelliJ-based workflow for those who prefer it over VS Code
# Why we built Huly Code
While there are excellent open-source editors based on VS Code, we wanted to provide an alternative based on IntelliJ's architecture for developers who prefer that experience. We've removed proprietary components and replaced them with open-source alternatives to create a fully free experience that doesn't compromise on quality.
We believe in giving back to the community - Huly Code is part of our research into development tools, but we've made it completely free for everyone to use, modify, and build upon.
Download Huly Code here: [https://hulylabs.com/code](https://hulylabs.com/code)
We'd love to hear your feedback and welcome contributions from the open source community! | r/opensource | post | r/opensource | 2025-03-27 | Z0FBQUFBQm9DbVhRRjBvallfeGNaWnpkNkRKQ2dpLWluSG92ZE9DOVhZZkxsMGQzZ3BYblFwcm5GTERhWGFFc3kxLVhuX2VkM0FiTWNNN0tscUQweFAtNVJ2NFVOSXVRUUE9PQ== | Z0FBQUFBQm9DbVhReWJFUGxaRlVjd0ZlSnR4cmdvTHlFSHNYN0xpdXh4UlJzdTdYRm13eklkQ1dkRzJsV0x5eDR3TUpHR1lDUWdNcGpFZFBOaHQ0N3ZTcVM2TjJudGYzTi1mcFJpNHh0Ni1lcTMwYkRtS0hUc0xDR2JqN01GUHVVSkFtcTRwSGZocnhiazJtb2Y3eTkxUUl6Tk8xd1V4RDBNUVlRNllwa2xCWGVYTXI3U3U4Q01aa1V6SWE4Y010aks0MUVhdnFmZHY3RFNHcUl2YTJFbTlZYmdfN1gzMHp4QT09 |
Hello Monero community! 🙏
I am currently testing some Monero-related tools and would really appreciate it if anyone could send me some **testnet Monero** to my address for testing purposes.
Here’s my testnet address:
`9ua9NbtEgddJBX8T1R8wQW6kZPec93i1j9xNYzrtiqMYZoffneHpfxqQfSueYXC9ACGmLKWhwPeBe8bUmpEq7csR15PiLxg`
Thank you so much in advance for your help! Any amount would be greatly appreciated. ❤️ | r/monero | post | r/Monero | 2025-03-27 | Z0FBQUFBQm9DbVhRNmNxYk5zVkV1NnhydUlnR0wtS05YdDdLcGMyWlp5OTlyRkNzRGIwUHZqTWZlY19sUTVfSVI0M2V1ZHdLOXdCWTJyMUU3RHoyNWJEM25Cak9pX3BvdUE9PQ== | Z0FBQUFBQm9DbVhRamZNQTBSaWRUTExDaXhUWlRvTHA0SmYzeXdiTS12aVpiRWpFRE9FTUFPVDB6VnZVSFA1am1ReUdVZllvRzdhTElFX0ZQLUlhaU9vZmF1bVFsbTZqT2lSMlBIVW9JMjhyOUdKczBxek5ENk0tN2V2T0ZQdnpicks3d2wzaERDSi1NLUIybHRpU0N6UGdhS3ptdHg1NUdRTXlnMlFDcmhicXlvMEJJd3lmYnVIQnRlQWF4aU9GSjE5cFZBSTYzSEdlNlZadW1PMTlQOE5ad2lUUUdZcDhsQT09 |
Below is a text I got from a recruiter last week. This person is asking me to join a level 3 role for $25 an hour!
Hello (Name) , Greetings, I am (name) I work as a recruiter with (company name), we have an exciting Hybrid opportunity of a Operations Support Specialist - III | (location NE) (Pay: $25/hour) which aligns with the experience you have, please let me know if interested. You can give me a call at 000-000-0000 or send an email to me with your updated resume at email . Thanks
This was my response:
Level 3 for $25 an hour? Are you sure that's correct. It sounds like you missed a number. That role should be $35 an hour.
As you can imagine, absolutely no response from the recruiter.
Don't fall for this bullshit. Tell these recruiters they don't pay enough!
| r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-27 | Z0FBQUFBQm9DbVhRajFNMV9qOWIyZnZ0TjYxck5fN1phd0ZlRU5Ta3pIbmp2VUV6N3h6eGZxY0I5VndnMVdXOWU2VXBmMVlLWUQ1ZlF0Y1l5aTBiOXd3QWRnM0NWQmJIV3c9PQ== | Z0FBQUFBQm9DbVhRdHZCZ0lrZDhaUTdRbVN6c2NvMkxqQ21Iem1GN1ROOGhKMGxVODhWUHZZa052NUE5Sm5sZUxYVGhFeldlY0JQY3FZaEpKZVRNMldfd2hVQzYtWEZYM1RKeFRmV1Bocm8yd1YxM2w4YnpUeHRSemZQOFBWeWhPUWsyN3RDWkhITHpfbjI0UEFocWxYcTdkRk84d0xfVVBFR1lIbERiOTl4UHRXc2M3SU1fT1l6d0JJaWFxQnVpUWdwT2NFd010OVFEMVpfY1FvdUtyeFllamhzaXE0UlAwUT09 |
Hi all, just as the title says: I'm a total beginner, I'm studying Python and programming daily and I really love it. Actually I always loved it since I was a young kid, but I didn't had the means and then I took other job path, but the passion always remained. Now I want seriously to make up the lost time and learn as much as possible daily. The problem is that I'm only able to do basic things and often I find myself looking at open source code and It's impossible to understand for me, let alone make it from the ground. Sometimes I find myself thinking that maybe I'm not smart enought to became a good programmer. I mean, there are many people who develop the most complex thing ever (games, AI, software for penetration testing etc) and I feel like I live I don't have any talent or anything special to became like them. Does anyone here had the same thoughts in the past? Do you have any advice? Thank you a lot! | r/learnprogramming | post | r/learnprogramming | 2025-03-27 | Z0FBQUFBQm9DbVhRbUxDMWpSanoyaDBfT3lSbjBtTjA0NGVIbzJPVWpRckhYYkk3RTlaS1dGWWVNaW1Fakhlb1Y3YWxJVUpTam81cXRXaFNHaDZIMEQxVFdraG94T3JHMlE1d1pmUG9GTURoNXhTaTIyeThsV009 | Z0FBQUFBQm9DbVhReW5uaXhxT05TVHdxbXUxbTYxbUJKZVNpWU9acFhJSjI2NURXVjhjVkQwQ1k3VlN6S1pQdFMxclJlQU1jQUNlaFNzaDE3Qno5MjYwTmFkb0E2QkNJeFhQdkdSNTlqXzQ4eFVKSVE1R2MwMTV5bEh4QmVhSU1TQklfWnAtaHhVWS1yQmU3elpzWUMzVWJCdGN4WXJhZUFZb1BRbDZKT0ItTG8tZFA0U24yZEFPSVVyNmUzS3M3MDV4SUFhOERacWlmZ0xxVVVWMTRaM3FnVzVsR05JdFpLdz09 |
This account needs more than 15 karma to post
*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/EthereumClassic) if you have any questions or concerns.* | r/ethereumclassic | comment | r/EthereumClassic | 2025-03-27 | Z0FBQUFBQm9DbVhRZ0t5TDJORUNSLXBTLW02UlNYTC1HLUx6SXUxS1AwNEU3T25mT1BkbUNsVXVGWXBIV1VsS082aWhTNGhCWUhSczBnTEViYml6a3N0S042a0F1dUtxdGc9PQ== | Z0FBQUFBQm9DbVhRNktZM2ZLYTlqRjVkNjJDMU5kUGtlYm5EU1NOM0dkYnVQbmQyQ21RTkgtb2tDbFpoOG4yM1pnMnVzOFVfT3ZtZ1p4TGxka0RqRGJVY1RRSEdOTE5McUREUXFyVDFVTnQyMHRMSTN2cmpzcnBsalpsNGVxWmtvZW05MEhXekRWRGtzRVMtYU1PbkJLMUw4UWlFOWZuajBtSW5PVk9vR29JMXg3QXdiMGFIWVBrPQ== |
Organic Maps (open-source OpenStreetMap-based mobile app) moved development process to [self-hosted Forgejo instance](https://git.omaps.dev/organicmaps/organicmaps). All GitHub repositories of their org were [made readonly](https://mastodon.social/@organicmaps/114155428924741370) more than 2 weeks ago and it was not possible to unlock accounts. | r/opensource | post | r/opensource | 2025-03-27 | Z0FBQUFBQm9DbVhRRHJKOF9LbFlrd0FrdXR4VnlFYk1vQi05VUlHSFBRRTZXSXBfODVyTWM3LVQ4emlOZ0dYWGFZSXNaSjFlOTE3OGlXaXozeTRZb1h4RFRZbkYzWTZBeFE9PQ== | Z0FBQUFBQm9DbVhRTWNqOW1xbjhZRjdoNjZXM3ROT2Qzc3o1OVVaMHFLSGMtWWQwbFJnRlAtRUFBdTExekJHZ1UybGZwUGI2UU53eTZ2TEQ5SldUSmkwd1VpMFdNZmZtQ29DektqUTZDa2t3dlJDbUxnUG9NcTFXbzJlLU9oaTZfdDZrY2tKZm52N3g3UjZ6eDZ2bWNtTmg5WTR3WWhyaU5EMUpLVkd3Q3J2TVZRZktmWk43bmJDWElDVE5zRlVhSHl6TV9fQW5DYnZ1ZWF2WkI3ai1ZVENSWmJHeG45VE5Vdz09 |
Once again quite some people are making naive posts about supply on exchanges. As if it matters. No, it does not.
If the daily demand is 50k it does not matter at all if there is 500k or 5 million sitting on exchanges. All it does it create a thinner order book. But that goes both ways. To the upside but also to the downside.
Why people here need to change the narrative every week to create positive sentiment?
\*Trump pro crypto
\*Bitcoin reserve
\*M2 money supply
\*Exchange supply
Just for one week shut up and hold. Your 5k in crypto wont make you rich anymore, get another hobby.
Rant out | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-27 | Z0FBQUFBQm9DbVhRTUhwOHBxazl4ckJKWmExNW5sX29CZkVBcC1uU0tZRmkzdFh2dHZtU3JrR3RnTmhHQVBnMUFlbnZOekUxV1V1LXFpQS04N3pIZEJtT2J0R05NOWk4b2c9PQ== | Z0FBQUFBQm9DbVhRelVCMXU1cE1WcDJGekJjekFYNE12UVhHdGFzZ0lUZ29PVjk5MUw1c1ZJUy1GcGRIV3A2aWtlMktNcVMybTJEY1RMTW1qN3FIdzZibElzaENwT283VDljN0dVOGxVeDdwN2tGUHIwbWZKWDVNeXlLS1hEczY2aV9kOGFKLVBKeUpLZnA4MVpBUHVRWVBFb2JLYXA3ODJGSU94enBQdUZTaWJCUk1iT2xJNGhNNVd0SnYzbVZMRTNDWWMtVXRFODZnX2ZjeXF5bmZ6MzQyalRkbXV6UXI1QT09 |
So I was playing Space Quest IV last night, and I saw a curious coin in my inventory... | r/bitcoin | post | r/Bitcoin | 2025-03-27 | Z0FBQUFBQm9DbVhRVGpWQ05CZjY1RFhmakY0OVRtQ0NodlZnOGRRTnQ3Tnd6OGcxbUVORGZWbENLaFdteUNOSUJ6b0tIbld5SkE5amN6WmRoMDVBUTZLUGlhT0o2VG9sdnc9PQ== | Z0FBQUFBQm9DbVhRNml1bmZwZDFiYkdlYmsxOFh2dGtEbS1NNG1YZHNSYUlOWENRNldzWFZxLXd0VkRsNi1zaFlsNXR5TzN2ZXdkUWRxU1lvbG41clY2YjRBWFg5b3ZqU3NLMjYxRHJSeDAzdXhZcDhlSmVoU1lnX1NyRmNjT2QxcEpiMHdhOUM4azh4eE03NkRYVjNiMkl1RWRWaUpXYWpDNnZZTjRneXpvazJEaE8zUHdBVnJJPQ== |
Okay, so yes, I know that breaking into tech is not necessarily an easy thing to do unless you have home labs or projects. HOWEVER, why is it so hard to find a help desk job with my (almost Bachelor's degree in cybersecurity and information assurance) AND my A+, Net+, Sec+, ITILv4 and more..... My customer service skills are amazing, which show on my resume. I just had an interview for a remote help desk position, but the person interviewing me (not part of the IT team) said that they really want somebody with hands-on experience for the role. I told her I have lab work with Active Directory, am proficient with Microsoft 365, and so on. She said she would discuss my resume with the IT manager, but she really made it sound like there is no hope for me, given my lack of hands-on on. I stressed that I am a fast learner and am excited to get my first role to apply all of the knowledge and skills that I have. I FEEL DEFEATED. I plan to start a home lab and do some projects, but my main focus while not working my current full-time job is to get through school (WGU) within the next 5 months. Somebody talk me down lmao | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-27 | Z0FBQUFBQm9DbVhRcS16TUFkLTlvX1RHZmpWVlRSNHd3d3hTeXNxaFB5cUxwOWhtdWthVXZnRXUxcUtIQ3ZCekNUTXp0RldUdHR6dTEyNlU2T01tbDFiME1mdzNHR2FHVVE9PQ== | Z0FBQUFBQm9DbVhRQWdTSlk0S21xOExoMDV2VXluMGpLWEJWbTlsS3NZcDZwOG5vVks2OWp2dmRRalZ6RWZyWjE4QUhTODRsT1NFRXVlNFZkSTVGRFduX0J4NTl3UHBWR2NJNEE2UDF3S3k1aXRTeW9hSjUySVNPeUNIRzgwX2M4NDdtZmxzbjB6RE5qSDU3ckdXZVdOSTlfZTVhYkE2SVFuS0hsdFp5M3hZQWU2ZVpENVdVUWYzRkEtYlBCLVBYR3l0NVQ2NGZqcEpwLXFRV1VlVElFMURCVWhxc2htYU5NUT09 |
Is it common for companies to just allow their users to not know anything about how to do their job? Here’s some examples: how to use the vpn, which WiFi to connect to, how to put in a ticket, how to change your password(I could go on forever). We cover this in onboarding but somehow is still an issue and even their supervisors don’t have the answers. The worst part is if the IT department calls it out it’s considered bullying. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-27 | Z0FBQUFBQm9DbVhRTU9uWXA4b2RaZzZpSXRrMlZnUVcyNExpX0puM3pycnR4WHljNG82R0NpTTJVbTJUY0FoVmJiNWVKQWswX0lfVURkaVpoZTJycFVmdkxZR21UdWQ5d1E9PQ== | Z0FBQUFBQm9DbVhRc2hPTzhJbGZQaFh3ZDRHaElNSW9vNkJkZTZMSmdyU2h1WHhjRzJMVnJ0NDFESWdxVW1fMEFVUkxCSzAwV2J6Z01OVTZSX0RuV2ZrOXFiWWI4Yjh2ZHcyTUJFclJrZVE2SXczcVdwUERlVVFUV0U2eDJSaHQ3S3lleFhiVHhMRDRsb1ZpZjZTblNOWlB1MkNZM3QySmlCNTNqRnRxZkNubm9sdkZ0ZmQ1aU9hQnpTNjQ1OVYyWUtaUV9HWnNWTHN4dldWUUFjYzE2LWI3bWxJZDJiN1Rndz09 |
Greetings from the Taoshi team, creators of subnet 8, the Proprietary Trading Network. Check out our latest post discussing how PTN will fuel Glitch Financial!
In the ever-evolving world of trading, the use of advanced technology is crucial for staying ahead of the curve. Glitch Financial, Taoshi’s innovative automated trading platform, sets itself apart by utilizing the Proprietary Trading Network (PTN), Taoshi’s subnet built on Bittensor. This unique approach not only enhances the sophistication of Glitch Financial’s trading strategies but also brings a new level of flexibility and accessibility to users.
**Understanding the Proprietary Trading Network (PTN)**
The Proprietary Trading Network (PTN) is a subnet on Bittensor designed to harness the collective intelligence of top machine learning teams, data scientists, and traders. Unlike traditional trading networks that rely on centralized data and decision-making, PTN operates using Bittensor’s decentralized model, where traders can contribute in a borderless manner. This decentralized approach ensures a diverse range of quantitative strategies, leading to more robust and effective trading across numerous financial markets.
**Integrating PTN with Glitch Financial – Building Network Models**
Glitch Financial utilizes outputs from PTN to enhance its advanced trading strategies. Taoshi’s quant team analyzes PTN miners’ outputs to build distinct network models, with each model representing a unique trading strategy.Our team is developing multiple models, each designed as a standalone strategy, allowing Glitch Financial users to choose based on their preferred asset classes, risk tolerance, and investment objectives. In the future, we plan to implement multiple variations of network models across different asset classes, including crypto, forex, commodities, and even blended strategies for greater flexibility.
**Continuous Improvement and Innovation**
The dynamic nature of PTN also drives the continuous improvement of each network model. With substantial incentives available to top traders, a competitive environment emerges where the best strategies and insights earn rewards. This means users benefit from the latest advancements in trading technology, as strategies are constantly evolving to maximize performance. The ongoing evolution of PTN ensures that Glitch Financial remains at the cutting edge of automated trading, offering users access to highly performant strategies.
**The Future of Automated Trading: Glitch Financial and PTN**
Glitch Financial’s integration with the Proprietary Trading Network (PTN) represents a significant step toward democratizing access to advanced trading strategies. With PTN’s decentralized intelligence and diverse outputs, Taoshi’s quant team can deliver sophisticated and adaptable network models, setting a new industry standard. This unique approach ensures that Glitch Financial remains at the forefront of trading innovation, offering users unparalleled access to advanced tools and strategies. | r/bittensor_ | post | r/bittensor_ | 2025-03-27 | Z0FBQUFBQm9DbVhRM2xvNjlrVHNmYnUzOUl4UXZRUTdRdGJTdEJGQmJ6R1dNTTFPWVFQc0t3d0N6UXhld1ZZTmRzZWlhdDNaeWw0X2JNbXZrODh6ZDlkZk1kM3JIT0tRVUE9PQ== | Z0FBQUFBQm9DbVhRR0RtMU1USGVEMklxenNydDVYZzFSeHVwVGZ2V2tRRUx1SVNSMkZQODBZUHUwYi1XUTdQLVowSEk4bVY2ZHJJbGN2OXUxZzFyT0RIemQxNzExdFFkemhIRmFUcXFUcVdjMHZWaktsZW8wQ1ZqV2RJQUhxM0dFckxsb0ZORzBBWExNRDRlT2p6aWFLSjdGZWNYQV9IZUNjRmZjZTQ3bXRjRzBwbU9SVlNZeU8zWnZXdFJZdEN0cE5ZdGdDT3FyTzVp |
Whenever I meet somebody and tell them I’m in CS they always assume I’m a software engineer, it’s like people always forget the Science part of CS even other CS students think CS is Programming but forget the theory side of things. It also makes me question why Theoretical CS isn’t popular. Is there not a market for concepts and designs for computation, software and hardware needs? Or is that just reserved for Electrical engineers and Computer engineers? | r/cscareerquestions | post | r/cscareerquestions | 2025-03-27 | Z0FBQUFBQm9DbVhRM1FVMDNXeFlneWhyZDVYSi12eFFQbzhybGlSSWlJN3prOVh1cGRGbVhiVDhZbmpuZlVtenhJQk13OTlmRlBZZTk4MTlrUFpKS01ScVg3bnF0amRlVnc9PQ== | Z0FBQUFBQm9DbVhRSlR5N1o0eW96WG1rbjdIdmNKeUN0VEJDenZzdHBkR2kzdzdNWHV1di1QeFhsWHBxRVFScHRkd3pyWmVSU1hxLXR1YmZEcjVzTHg2ZnBTbXJrZVdLczA0MWVkOXl2WDNJUy1HTVlFT08ycERSWXVrUjZiM0R5TVBhcm8yam9qbDZCMjM5cDMzY1FBMDJSZVV6RGpYMmpEVFYyZ292RHdvUGNJV0s4RkJ0NS1ZWGc4SHE0NEhOYkpwQy1PYkNYejhCNmg3TzQ0VTBwNFBGblNaeWNzSUtxUT09 |
I’m finally at that point with a personal project I’ve been working on where I can’t get around renting a GPU to tune my model’s hyperparameters and run my training routine. I’ve been shopping around for GPU time and just happened to notice how cheap the v2-8 TPU in Colab (if memory serves me right, it comes out to \~$0.30/hr with \~330GB of RAM) is compared to the GPU’s I’ve been looking at (A100 80GB, L40S, etc).
I tried running my code with the TPU backend to see how fast it is and surprise surprise—it’s not that simple. It seems like a I’d have to put in a decent amount of effort to make everything work.
I’m pretty close to just forking up a day or two to do so, but I figured I’d ask if anyone here has experience training on TPU, and if so, is it worth the headache (part of me feels like the pricing might be too good to be true, but even if training time is 75% as fast as, say, an A100, it seems like a no brainer at less than 1/4 the cost)? Am I missing something? | r/deeplearning | post | r/deeplearning | 2025-03-27 | Z0FBQUFBQm9DbVhRX2lCOWF1T3pPbWNRT0FSdVNUYTdmOTZnU1loVHdxS3c4MmlXeTJTZG1qZ0o3TUNjc242QmpIem5RNUF2dmNObUVqVUNORzc5UWhpNFZmWndiTTdGVXc9PQ== | Z0FBQUFBQm9DbVhRbC1kbXZVNkxUUm5GODFSaVJ2ZGpKaDlITHZnWGNDajRxV1R6Y3VwZ0xLNGVObHJnUXdaSFFUaVF2bjBXSDNSU3hqb3k5TGxhY2FkelVUOFJQZ0hWYTloeUJONmI2UmIwN0FxaWdGSE83c25sbV93MGRodDhiczNyMnQ5eFJqNDVCT3htNEF4ajU4aGJsbjJCNEdKZFlyUER1UzAzMHFOSjk5OVN5a3pUaWJrPQ== |
Last Friday, during my first annual review I was placed on a 60 day PIP. I have been with the staff department for 9 months and the company for 14 months. I am in a finance rotational program and it is pretty demanding at times.
I was rated exceeds expectation in my behaviors but below expectations on performance. I didn’t get great training since the director I worked under gave me brief training and had her third child. The department I work in has no SOP’s and the new manager she hired is a real taskmaster. He is one of the most uptight people in the office, and in August when he started he only had 1 year of managing experience. Crazy enough one of the other rotational program members’ wife’s friends apparently had dated this guy and he was a control freak. It feels like he really has it out for me sometimes and other times we do multiple 1:1’s a week where he trains me on things and explains things. I rarely get positive feedback so it’s demotivating most days. He doesn’t really care about my development I feel like and he brown noses the director.
Once we finish the 10-Q, I want to discuss with him and see how I did on things. I don’t know how to explain the question to him - but I was never told “start looking” and I think that I’m just new and he doesn’t really understand how to coach employees. He’s not the type of person I want to open up to about my personal issues since he likely just doesn’t understand or care. It’s hard to find quick wins and they aren’t celebrated and honestly the PIP feels like a death sentence.
I feel totally screwed but am going to give it my best shot. I’m not sure when to pop the question. Busy season (60+ hours) starts next week. The job market isn’t great. What should I do? | r/careerguidance | post | r/careerguidance | 2025-03-28 | Z0FBQUFBQm9DbVhRNlYwQXhQaWZkZUYzRzZ3M2ljYjJfUm9BMU14ODEzVjBQTUFpNlpNUnBNOWk4Q01kZGpzRkNxbnpjRmU4WGxBX3VDV2MxQjY4dE1qajVIMEkwcFdzOVlJR0p5dS1Ibkc0YmZ1Y050dGFLdm89 | Z0FBQUFBQm9DbVhRVkZYNk1keUJwY2VCdmx2Smx3M2Y5dTFOS0FvbHNBMmdqdldtOGliamJCY2NwZkJGd1NJTWJ1LTJZWGhmdDUwajN6d3NieHh4RjE2SVZmR1NBOVBVNTk2WTFva2lWQnRDLU9MME5LdVBKZWRGa0VubTdmc3ptd1FIZDJ6RHE0QlU5Vkp2T3lHYVZlaGtLWWlkVkc1Z3Bhb1lrR0NNNjgxbTgzYWdSamJObkJGdGxsZ3ZUd2JRaXg1NGVvSGYtZUpz |
Well! Think it’s finally happening. Had my first interview for a Support Specialist position and the interviewers said I knocked it out of the park and loved it. Spoke for a solid hour, had a great time! Gonna meet the CTO soon, but I’m all but sure I got the job. Talked shirt sizes, PTO, holidays and travel. Can’t believe how easy and comfortable it was talking with them. When I heard, “How soon can you put in your two weeks?” near the end, I knew I was past the hurdle. That’s a great feeling considering I’ve been studying and trying for 2 years to break into IT.
Thanks for listening!
UPDATE:
Well! I’m officially hired! The CTO told the hiring manager she trusted her judgment, and that she had a good feeling about me, so skip the preamble and second interview, I was given the job outright! | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-28 | Z0FBQUFBQm9DbVhROEJybmVPRWxZcTNLa0NNdHRNT1hhUlhQQ1o2OXI3NXVDTzJNc1hZVjk0R1o4TWxPRm40MEltQW5MaE0xeDFIbkROQlk5QjRqSkRNcWxyNm5EN2lRRFE9PQ== | Z0FBQUFBQm9DbVhROExJZ0IyNU5kWloyZUZqdUI3WHFJYzlILVNVeG5pbG10Uy1fOTBoZThzUTVfV1FaWjhDUHFlb0x0bUR3blJwTDBtYnIxeTBzVEV6YVZMczF0dE1wazctejFyMjlWMDJUODhvd2hSNUV4RHhKbkdvNy1vazZmemNqTDdrVlRJLWdVMEpLU3RaaUV3VGxPOF9lSmtKdFJnS0FZcFBGODhBaFhLUmt1dkt2bnY4YU1ZMHV3bThwdWw3b3VNMmNCR3V6 |
Best practice for point to point diagrams? We have been using excel tables that look like the front of the switch and we enter the edge device ID in the cell that corresponds to each interface on a 24 pt switch. Tbh I kinda of hate this and wonder what is typical / best practice for this? | r/networking | post | r/networking | 2025-03-28 | Z0FBQUFBQm9DbVhRRjVZV2llLXZnbGNTY241UGpQeWR5RHFuaW9vOHUydlJXTkdyTEdCOXIxdk1VZ1BTWHNLMmN0NW44Q0J3RlE3SnY2VzBlckthT2JBRm9VYkdUTDA1Tmc9PQ== | Z0FBQUFBQm9DbVhRV1RuLUJxQ21BY3NxcmJYOXpWNEpzRmZBU0dwa2pFcHhKT001aVMyVG40N2JSemc0c19SLXpsMkJYZnlCN2Q2cktWUXhPSWQyclM0ZjlBUElNSUVxNUJvcFBWSWJtaGZ0Y0hROTJsc09zYldrRzdDSlhpaVdHYnkwS0d4N2ZTWFZyak0xbzlDdlF4eTBPWXdEQU44bEJSeEVhTVhOLTg5WGJPVEpRMGFoZGpVPQ== |
Hi everyone, I want to share my new project, **LocalTranslate** with you guys.
It’s an open source desktop translation app that lets you run all of Firefox's neural translation models offline, so you can translate text securely without the need for an internet connection.
It also transliterates non latin scripts to latin using ICU and MeCab.
LocalTranslate is available on Flathub, and I’d love for you to give it a try: [LocalTranslate on Flathub](https://flathub.org/apps/dev.ters.LocalTranslate) | r/opensource | post | r/opensource | 2025-03-28 | Z0FBQUFBQm9DbVhRaVA0RjFTVDFQdmZZUnFYekZZTWp1enRWNEJucW9GaTVxeUdscEQ0QURpN3Nvc18wemF5SVIxQzBaMzRzNE9MM2VQWEQ1RERDNUJjSjA4WE1OYjFIcFE9PQ== | Z0FBQUFBQm9DbVhRMmd4WkdHbGJYUGMwSENMRHhwa05oUWZ3ZHhSU1hrNXc5ZjV0NXRsM1FiaURFTjhVYW9CdFNCTGN1Y1dvei1UbDA4cDlacEE3OHJXZ3RzZWNaWUR4a1UtdTZXcUh0OXFMSGtmdmNBN2dIZFZyc0JTQk5VdHdXYTN4cENjV2stTGIxQnA3RDl4MHBvZ3otRnY2OS12YUZHanlYVkdjZDVORXdHbnpyRDN5Y1d0a3U5aDV6Zk5EeFFBcjljZldqR2VZZFQ1cldVVkRfZklpaWtnbU1XOENTZz09 |
I don’t know about y’all, I’m sure we can all agree that trumps skin has been pretty orange. I saw this photo and just thought it was legendary. Thought y’all would get a kick out of it. Make light of a liberals shit post | r/trump | post | r/trump | 2025-03-28 | Z0FBQUFBQm9DbVhRTzFTUHV1R1BHdWFVdXFYR1F6TVh0N0FrZ0dFOExJT00xV1o3eERaeU1xam9SQWRaMnJoOVdZMThIcmhUN3lWWjNQRnRkOFF2d2V0R2pqdHB6bFJMSnc9PQ== | Z0FBQUFBQm9DbVhRbUtLQWxRakNmdmcxX1VKRlhSQm5zN2l5N0RfemIycG0xem0zUERwZ2xFemNjakJVM1NmblZONmgxS1R3S2hQWVJyWHdpNkxhYWJpT3dQeGFtUERqX3VtWkNUWU9aeW1iTU5PR3kwQ1F0dVI3VklYQ1NCcTZzNHg0RFRFSlVRQXFYeE9MY2FGazNxOW4wdlpOUnl0S092RC1YOXNDeGhOaGVFTWVFQXJwdlV3PQ== |
I searched for conferences in different engineering fields on YouTube using the format:
**"XXX engineer conference"**
I noticed that **software engineering conferences** have the most formal meetings, well-defined structures, and frequent uploads. Meanwhile, conferences for **civil, mechanical, electrical, and industrial engineering** appear far less often, seem less formal, and don’t have as much structured content.
Why do you think this is the case? What factors make software engineering conferences more prominent compared to other engineering fields? | r/learnprogramming | post | r/learnprogramming | 2025-03-28 | Z0FBQUFBQm9DbVhRVzBVWVVtZVEwOGU5SDdRem9NWjJqMjZIWDFLMnl2dnJZZHpYUU1HYUhjZ2U2bksyRGNYbVVTY2pLWlN3LVdCZ2tkekJReE50ZFVwQXl2UFI5SFVWZ0E9PQ== | Z0FBQUFBQm9DbVhRMGpMTFNEb3JGU04wa2FYTnNVclN2YjdpQlFoQ0JzUU1rMHRrOWx1eV9vcXRpYnM5b3kzdDRmcUJqRVRxd29XdTBpclRMSTFlZllTYmFwUk1XUnpoQ21lUHl1RXc3NWJmSFNEc1pJMmFoRUxvcGdibXY1QWZjaGxRUjhaUXNUMTNKSHNvQktSQ1YtV3MtOFloeU5vYnJYWFJfZGV0RXFUWTdUMS01U2didFlLOTVEQS16N2JTZ3FqSTBSQzJWemlOcU1nTkxsZ0stTWl2czZzYlNFTXhOZz09 |
This one goes out to my Mexican friends.
I'm a Belgian national, recently moved to Mexico together with my Mexican wife.
I have around 10 years of experience in networking and around 4 in automating.
I've been looking for a job as a network engineer and came across 2 offers.
1 as an employee (hybrid) that pays around 100k MXN and another one that is fully remote to work as a contractor. What can I ask as a monthly rate? They offer 55k, but seems very low in comparison.
Both are big multinationals based in the US.
Side note, is it true you only have to pay 1% to 2,5% tax if you have a simplified, small company? The rest of the money goes straight to your own pocket? Of course you still have to pay for social security and pension yourself.
Anyone who can share their experiences as working as freelance network engineer in Mexico? Would greatly appreciate your insights.
| r/networking | post | r/networking | 2025-03-28 | Z0FBQUFBQm9DbVhRc2VsYnJNMGV5RWNoQ21TNG51Y3N5Z2JkMnQ4LUFGYlJhY2dqZl9EU200QTJEbHFIQmdRLVJHcmc3eWliN1NCNjF1SmdTa0ptUk16MmpETHpDel9hcWppTUxsaS11M2FnNDBGcnhrSmZYTDg9 | Z0FBQUFBQm9DbVhRakVEZVdsSWJyY0VRMUM0bHV2YTNnVEpURzB1bm9tU3QtMHc3ZGE4NFQzLXQtc1ViYVhraGVQM3AwRmF6UnJDRnVveDhDWTg2RWxXaVQ3WWdLTEM2Y0xpbW1qcVpHU1prMnVadldnWEUwT1p3OGdFTGJDeENPRktSMHRzSEJxNGx2OGJ0WkMySzBHZlczNnA2RE9rVG5YTGt6ZmRuUGllSE1MWGVfTDJJQS1SUVFJRk1VRzUwa1JSYzlNLWlqbWdhZVNmaGRaN0puZTRFNnNFaEl3dmdCUT09 |
I am very intrigued about this new model; I have been working in the image generation space a lot, and I want to understand what's going on
I found interesting details when opening the network tab to see what the BE was sending - here's what I found. I tried with few different prompts, let's take this as a starter:
**"An image of happy dog running on the street, studio ghibli style"**
Here I got four intermediate images, as follows:
https://preview.redd.it/jsoaptc95ere1.png?width=2048&format=png&auto=webp&s=5260e023252027183a434d7107f5c47adb0b5f8f
We can see:
* The BE is actually returning the image as we see it in the UI
* It's not really clear wether the generation is autoregressive or not - we see *some* details and a faint global structure of the image, this could mean two things:
* Like usual diffusion processes, we first generate the global structure and then add details
* OR - The image is *actually* generated autoregressively
If we analyze the 100% zoom of the first and last frame, we can see details are being added to high frequency textures like the trees
https://preview.redd.it/gpcc0jw95ere1.png?width=2608&format=png&auto=webp&s=39fcef6bd020b163ce5b33e8bac26fb9d8b445e6
This is what we would typically expect from a diffusion model. This is further accentuated in this other example, where I prompted specifically for a high frequency detail texture ("create the image of a grainy texture, abstract shape, very extremely highly detailed")
https://preview.redd.it/j1chqrga5ere1.png?width=2048&format=png&auto=webp&s=9b5e392d761620a73df099937665121231245adb
Interestingly, I got only three images here from the BE; and the details being added is obvious:
https://preview.redd.it/0mzts1za5ere1.png?width=2058&format=png&auto=webp&s=3121491a02a73a4f82cc3f9cf0430e1e426c5dd4
This could be done of course as a separate post processing step too, for example like SDXL introduced the refiner model back in the days that was specifically trained to add details to the VAE latent representation before decoding it to pixel space.
It's also unclear if I got less images with this prompt due to availability (i.e. the BE could give me more flops), or to some kind of specific optimization (eg: latent caching).
**So where I am at now:**
* It's probably a multi step process pipeline
* OpenAI in the model card is stating that "Unlike DALL·E, which operates as a diffusion model, 4o image generation is an autoregressive model natively embedded within ChatGPT"
* This makes me think of this recent paper: [OmniGen](https://arxiv.org/pdf/2409.11340)
There they directly connect the VAE of a Latent Diffusion architecture to an LLM and learn to model jointly both text and images; they observe few shot capabilities and emerging properties too which would explain the vast capabilities of GPT4-o, and it makes even more sense if we consider the usual OAI formula:
* More / higher quality data
* More flops
The architecture proposed in OmniGen has *great* potential to scale given that is purely transformer based - and if we know one thing is surely that transformers scale well, and that OAI is especially good at that
**What do you think?** would love to take this as a space to investigate together! Thanks for reading and let's get to the bottom of this! | r/deeplearning | post | r/deeplearning | 2025-03-28 | Z0FBQUFBQm9DbVhRX1l4RG5COVlWY21KNVRpaENNejBaUjM3YVkxd0RSWEtwSUh4cF9maDdBZm5OUVQ0LV9lbVd3c05pMFBjVU9rQVdBTjFTVWJ2XzQxZm1IYUdtNjlFVmc9PQ== | Z0FBQUFBQm9DbVhRY3pCcTJGMWc1Mk5OQV9CU1N4bWNWSTZnazdrZjA2cFRERmtFV09yV2hMUFFRX21fb3ZlV1FqYmVvR25SSjMwcXJobmtUYjQ5NXlkWVY4ajNnQTdNa2Z3TDBNbzZ1LW1lSUw4TVFMMlE4YS02TWE1Sjlmdk5wRXNNd0NBNW1jLUN6R25DYXpBNGp2UUtWTF8xTzMycWRWeURmSkZ2NUZIdVFIdVhHRk5nWUwzSmo2TjlQRjdPU0daU1hJMjBCVURnRlFkMUhIRFZVbWFHVFBVaXNhRU5OQT09 |
This is the weekly Monero market thread. This thread will be posted every Friday and is meant to help accelerate the adoption of Monero. Due to r/moneromarket having only a fraction of the subscribers of r/Monero, we have decided to create this thread to encourage more individuals to use Monero for product exchanges. Until the market matures, we recommend that the Monero community post their products both in this thread and on r/moneromarket (to ensure growth of that subreddit).
Selling items for Monero will boost your (and Monero's) reputation as a legitimate form of exchange of goods. This is necessary for the growth of Monero, our community, and privacy as a whole.
## Instructions
When you post your product or job listing here, please make sure to:
- Give a description of the item.
- Link to a photo of the item (if it's physical).
- Provide logistics information (such as, location and/or shipping availability).
- Optionally, provide an additional (private) form of communication outside of Reddit (e.g. Bitmessage, u/protonmail, u/tutanota, GPG key).
- Post the price in XMR terms.
Spamming will not be tolerated. Please make sure that listings are legitimate and do not break rule 2."
Finally, credits to cdotsubo for starting the concept! | r/monero | post | r/Monero | 2025-03-28 | Z0FBQUFBQm9DbVhRZXFuT0NiaUZoUk1NQVJSSGN6TmdkSURfN1Fna0VQUVpsOWp1b1pBWWFqZ0lpbVk3MWVGNjFadGVsQkE1R1k3RkFNR3lwbTBlUHZ2dERDb2NocFhZWWc9PQ== | Z0FBQUFBQm9DbVhReFp0TGlRMlZ3YXd5R3lpUEJiM0o0TnRMVEdEeVh2cFUtdl9Cd01jcHllY0lBNUFsODFOQnB3MEk0dFRIazhqYVhsSmo0R3ZkS2tGdWl5V3FwbWpkeGdNa3FCUURKZUhyYXREVUVZcHdWb1RRNXpNbUk3enZyeXBHRkJOV2trc1FDd1Rtby14Q3BBVUg5a2JGLVFDTk9wTmwxaW5DSWw4SGRPSVYtRFFQTmJoeWFDekR6em1kemFRdTdDX2tVVU9u |
Hi all,
I'm currently staking TAO using bittensor wallet, however since I have a Ledger hardware wallet, I've decided to start using the Talisman wallet (coz it can be protected by Ledger).
Can I migrate my Bittensor wallet's private keys into Talisman while still staking in Bittensor wallet, or should I unstake first?
| r/bittensor_ | post | r/bittensor_ | 2025-03-28 | Z0FBQUFBQm9DbVhRZjF3Zm4wT0hRQlV5bGYtQnpBTU11eXg4RTRsUmZIWTlqMGdEYmFaUmNxejduR1NyUVFiMWFmWjRxOXgzTVBiLTBkVFZ4YXBwYkF4azh0X0szMTMzNUE9PQ== | Z0FBQUFBQm9DbVhRbmNJOHQ5VEFvcWpIbEduU2R4TENaZU52aWljQXpRd3dCcms4X3laNTRPeGl1aHU1YjQxYlJzNEJxM3RDNFRWUnRobmpOYW9NU0lZcjNSOEhEcHA1NnhrZXZITjNGcGtZSG0xd3B5X0YycFVMMXg4a3BjcUpDdmNGUFNLWlpZQWZVLVY3bUNzUDJZRzlvT2ZRU3FMY2lNZkN5Nk9FenkzTzlqS2RYSFZESHJheHRWUG1XeVlTRExPOThudFM0MEFf |
I am very happy to have reached 0.1 BTC.
It feels right. | r/bitcoin | post | r/Bitcoin | 2025-03-28 | Z0FBQUFBQm9DbVhRcXl2cjY1Tm9yd3c4UW0zMUNUMGlrTjBfd18zak5vdWRxeVZvS0F0eHd2U1I4NktKWlkxS3VndnRBU0NkZDZINWJ1alUxYkNLY0F5aTF1aUMyRHRfeVE9PQ== | Z0FBQUFBQm9DbVhRT0FaT1VpUFVEUFhyWHpzZm9TTWt6aFFYdDQxWUNKZkVIOFlyc094dnl0enBlVUdvZmptUjhSTGlaLUNNSkVZdnpCSWk0NHJPTkktb1A4ZGxBeWhub1J0RWVuMElQOFhCZ0IzUW5hd1pVcklxRVBCbmdZUnZHSTF6R1dRSlVYN3k0ajhSS24wSWxrVkdaNkNZdzd5dkhYcDR3cGFTVHA1SW9SZmRfUjg2NlQ0MTlialhRTUFTb0U2Q1RqQVdlUEcy |
Hi everyone,
I'm working on a project where I use a Genetic Algorithm, and my population consists of multiple complete DistilBERT models. I'm currently running this on the free version of Google Colab, which provides 15GB of GPU memory. However, I run into a major issue—if I include more than 5 models in the population, the GPU gets fully utilized and crashes.
For my final results to be valid, I need to run at least **30-50 models** in the population, but the current GPU limit makes this impossible. As a student, I can’t afford to pay for additional compute resources.
Are there any **free alternatives to Colab that provide more GPU memory**? Or any **workarounds** that would allow me to efficiently train a larger population without exceeding memory limits?
Also my own device does not have good enough GPU to run this.
Any suggestions or advice would be greatly appreciated!
Thanks in advance! | r/deeplearning | post | r/deeplearning | 2025-03-28 | Z0FBQUFBQm9DbVhRYzB2cDZIbEdBeWxHbjlZQmozVU9zcnVrM3owb2g2THJBdW1nSFZ0a29NQWpmem1MNTZrdjdiTlJMUVNvdldKMFZKeFBaSlZ3SlRyZWk0S0s5ZmRxZlFzeGV6VUszMzczVEljaHhlNjltMW89 | Z0FBQUFBQm9DbVhRQWMxMEJmOUhFRU9Cak5wM2FuRjJMRmk0UE01Q3VEQUdZZXV5Y3Y4TlhDc2UxZGRjLWxlRVdQaW1QLVc1NlNvczBkaGVhSUFDSzNGWFlxbmktMkM4cXNmR21LeGxZN3ZvX0t2Qk83X2FWbzBaV1dfX2JOelR1QkRkNnRNdkFVRHNEWXdyR3ZTRXhVTE1nc0pROXdiZmF6b1JZdnlpMnRCV0I0eGx6aWtpZFhtSmlzOFVzU25zV1BJSHo3TTZNNnZjODFvelNfbF84b1lkNGV0SnRwY2pZZz09 |
Hello,
Do you know of a normal 100 Gbps NIC that fits on a PCIe x8 slot?
I'm interested in both normal and ST 2110 adapters.
Thank you! | r/networking | post | r/networking | 2025-03-28 | Z0FBQUFBQm9DbVhRMVVHWDFER1pVSFVwbHZvMUlsZTBYUVQyM3RKX19vUVVabTR2SFd5SXNTQ0xkNm04elVEVzVhVnluajRzU2d3ZVVuVVNPanQ5NUxIcUpLemNRQm13WDFvMGxhMGFzZlFUOTc1ZlU3Qk1RR1k9 | Z0FBQUFBQm9DbVhRbXNISU5zVFkxUW1LQkhYd3RWZFdnMlV2Z3Q5MVdVQjRIa2wzOGNKMzZLd2RCTk9FMUtfWE1jekswVkJ5S2dlcHpUQ0xOMFp3Ul9yVDRzLXc3SjQwY3dmeE1aeDlQLXdQMklsaF9haHRoazU5S0tlNGphc1pxNldMVnBZUGdlOEc2VWRlZDMzRzhqcGNiQnNXRjNTbGMyUjNObzNvYmFpWjZXdW5fTlBrdXpXSzZQT2VWaC1WbDFmcEg3dEQyT2ho |
BizGen presents an impressive approach to generating infographics from full articles through a three-level text understanding architecture and a specialized Visual Text Rendering (VTR) component.
The key technical contributions include:
* **Three-level text understanding** that processes content at article, section, and sentence levels simultaneously
* **BizVTR (Visual Text Rendering)** component specifically designed to handle typography challenges in infographics
* **26K paired dataset** of articles and professionally-designed infographics for training and evaluation
* **Custom evaluation metrics** tailored specifically to infographics quality assessment
What makes BizGen different is its ability to maintain hierarchical information coherence while transforming complex articles into visually appealing infographics. Previous approaches typically worked only at the sentence level, but BizGen's multi-level approach preserves the logical structure of the original content.
Results show:
* Significant improvements over existing methods in both automatic metrics and human evaluations
* The BizVTR component provides the most substantial improvement in visual quality
* Ablation studies confirm each component's contribution to overall performance
I think this work could be particularly impactful for content creators and businesses without dedicated design resources. The ability to automatically generate high-quality infographics from existing content could significantly reduce the barrier to creating effective visual communications.
I'm especially interested in how this approach might be extended to other domains beyond business content. Scientific papers, educational materials, and news articles could all benefit from automatic visualization tools that maintain information integrity while enhancing visual appeal.
That said, I'm curious about computational requirements and how well it handles very technical content. The paper mentions some limitations with extremely long or technical articles.
TLDR: BizGen introduces a three-level text understanding approach and specialized Visual Text Rendering to generate high-quality infographics from full articles, significantly outperforming previous methods.
[Full summary is here](https://aimodels.fyi/papers/arxiv/bizgen-advancing-article-level-visual-text-rendering). Paper [here](https://arxiv.org/abs/2503.20672). | r/neuralnetworks | post | r/neuralnetworks | 2025-03-28 | Z0FBQUFBQm9DbVhRR0piSGFKeXJac2l1TC1lUGdoS09ONWd4dnZDVE93a2d4VGtjc3N0eGxBZGwzWk9obm1JSzJrVnBGcHJ3QmlKQnppX3U0TEFZMUxEQzBkQW9uN3JzSllmVC0ta1JLbmpjal8zZG1RRmxDUjg9 | Z0FBQUFBQm9DbVhRa294YlluMTlIblZWVTMxMjlxQzhBRjAtMWJTQmdyTXFlS0RwQ1Rabk9ldTZOM2x3X0tmSjNLcnRkQnFTaHRIMzlQVzA1SW1uOUFGeG53aWlNUlVTNEIzTzNyamJvY1d3T3hmRWpYTWJvbG1wR25XaUl3dEVGMDBPdU52Q0I1Z3hMSlhTZUx3cW1sWU9qR2drdkFkZW1JNWFRSEhSSC1EaEs1VHQ3MWt1TlM4SXZLRmlIbnA2Y2NKZ01aUnJaa2E3M3B0VGdPYUl4cFN5Z0tOemhFOURlUT09 |
Israel has deliberately targeted families, journalists, and civilian government employees since breaking the ceasefire on 18 March | r/wayofthebern | post | r/WayOfTheBern | 2025-03-28 | Z0FBQUFBQm9DbVhRN1VKVDduRnQ0bFBIazFTR1dCTW1RV01zbE9VcWZPRGcxRk5hdVBxQVQzSTlUTmZoaGVqZWljY1MtSGZfRnlabkRNcXVzRGJEYVFtTjcxWEwxYXIya29KSU85VWZES2JlOXBqZXRYMk9GTFU9 | Z0FBQUFBQm9DbVhRQ0VVbHdVSEh1dGN3SC1aVmVybE5BN0JNWUZwem1OVmJoN0paejdsNGxIZ0wyZUlLWjV5UW51cXNGWnlGQ2ZXUXJGVXV4czA1MVJZTE1BV2xYUExsNjRWR09rbzUtM015WTJLUW8zcFFmQnBtdDMwMHh0NUFuQ3JLVXlmeWh5MmFsZENvM2J0RXNsZkZ3RjZ0dGxLejQwMFhCcVhtb3dzdW1lMTNrbUpDb0RQOEVHRWlFRVhBdnRKUWRac0V1eEtreFhOMXJFMlNIQmV6ZGdlalhwU2RsZz09 |
I am a backend dev with 5 yr of exp. Recently, I was tasked to plan out a new project and I said let’s figure out the data model. I sat with the client and put together about 100 tables within half a working day. Everyone is disagreeing with this method because it ‘halts’ dev time. I have had the grief of maintaining a few projects that are taking years because of this pure agile mindset I feel. We kept doing table migrations that could’ve been avoided if we planned upfront instead of starting with 1 table and scaling up to 50. Tbh these should’ve been shipped out within a year imo
Please tell me I’m not crazy. I’m not sure where the beef is.
Edit: I’m well aware 100 tables is a lot for that time period *typically*. I should’ve clarified that the clients have data modelling exp and knew the system in and out. Plus a lot of those tables were very simple. Apart from two minor revisions, we pretty much had it down from this session.
I still believe at least a week should be used to get down as much of the data model down before starting dev work.
Edit: Yes, the model was reviewed after the half day by others. We identified it was the simplest design in terms of reducing complex queries, preventing null values and optimizing storage.
Edit: Apart from adding nice-to-haves, the core features of the system will **not** change. | r/softwareengineering | post | r/SoftwareEngineering | 2025-03-28 | Z0FBQUFBQm9DbVhRcUlvZE5YSVJBU3BHTUhLbGotSUdmcHgyM1ZpbEoyZlhoSVMxcDRXOUF1T0FWZmdEajZFeWJQMVpGRlBETmNMYTJhcm05QXFQaTVLWUJnYThnQVpFUkE9PQ== | Z0FBQUFBQm9DbVhRdDkzell6dEdVZmNyU2tZcHlQMUVySnFSUDJOSTJ6bDI1d2JNalFLOGhDbEVzbUZqRWFnMzdoTmZ3U2NIT1RvUVJ6QkR6d2ZUeHptNHppMXlISXVoZjhHbWVjZU5FV3dyRTBSempkaXRSWXlxNmhITUUxazhYNWRib215ek42MnFvNlFZNEZPR1p1blFBT2VLQThubXA3M1hpa08wYk90eHFrM0FrRnBvSG0yT2c5NWg1Ykc4WFBiYXV2NE04eXlzdHRyc0RiQWEtdENxSEdoSEgzQk9IQT09 |
I’m 29, been working in the same field since graduation, and I’ve finally admitted to myself: I don’t enjoy it, I never really did, and I stayed because it felt safe. I thought the discomfort would pass with promotions, better pay, or “figuring it out” — but it never did.
I feel like I’ve been performing a character for years, saying the right things in meetings, learning the tools, hitting the KPIs... but none of it lights me up. I envy people who speak passionately about their work — I just don’t relate.
Now I’m torn between staying in a field I know how to survive in, or risking a pivot into something that might actually fulfill me — even if I have to start over.
| r/careerguidance | post | r/careerguidance | 2025-03-28 | Z0FBQUFBQm9DbVhRejJVRjFWVEplYVFiRlFRZ2o3S29CX19aRWlESkVFamZTZElZeXFJR0k4am9ZUjU4bkdiRndrQ1pfZlhlaXI5TU1YWlpSM3VRWG1fOHlnOFFFLU5HRnc9PQ== | Z0FBQUFBQm9DbVhRaWhiYXRQclJTYmlJWEhialdQREZ1RXh2a2RFdjBqYmk3WnBiWlpyNGVBc1l5WnZiM0xaLVJ1RmtmcER1RDZZQWNGaVA3OVdGbmRjRkZzdkhHNERaRmJRZGNjcnVvRlphZHVNaXA1S3Q2T0pEaktYS3I4LWlsVlQxdGtzMllTS3BDN29CSUxLdnZPd3NVdjU1M1VYTVlIOWFTMy10MGdIQ3ZoYjdBQ2hqUi0xR1RaTVkxZlZDdWl5THZFRVVUMG56aWZsanprOHp6TlVNYTJiajNZd0ptZz09 |
source : khyle\_jr on twitter | r/worldpolitics | post | r/worldpolitics | 2025-03-28 | Z0FBQUFBQm9DbVhRMjVGZDZwOVkxc1FUUW81bEpfVk1wdjhPWmgyT0NtcEMyS0I2RGMzWUxMNkxEXzFsQTNkejZJOGZLV0w2QnVscENGbGc2NzFTUTNfT2Y4OXl5RVpJMGtKVGVnMUVZOERlUWNGc2ZnM2xKczQ9 | Z0FBQUFBQm9DbVhRLW1FWWxwazhsR1Fnb3E2NkFkaTY3LWJFUVd1eDdDdlpVTW9YeFlzRS1Gci1KVGhsQVVJT3NPZ2hmTzdQU2M1amNxZF9LSHRwaXFjZmZnUmZXN05BM0l6b1UzMFhOYnJ6WVllQjVZczNJeUV3ZGtxOWhOaTU5bXF3RVl0dE1uVnZxWGh0S2xkdkhQVDE0SjlhTmV1ZkFhdFFTZFBwdUVaLUIzRVh4YmdxQjFZaGhoQmUxZ2VEbGJpNHRvMXU0dVZx |
In the general sense the LLM boom which started in late 2022, has created more problems than it has solved.
- It has shown the promise or illusion it is better than a mid level SWE but we are yet to see a production quality use case deployed on scale where AI can work independently in a closed loop system for solving new problems or optimizing older ones.
- All I see is aftermath of vibe-coded mess human engineers are left to deal with in large codebases.
- Coding assessments have become more and more difficult
- It has devalued the creativity and effort of designers, artists, and writers, AI can't replace them yet but it has forced them to accept low ball offers
- In academics, students have to get past the extra hurdle of proving their work is not AI-Assisted | r/cscareerquestions | post | r/cscareerquestions | 2025-03-28 | Z0FBQUFBQm9DbVhReVB0UEtOek1QUTR4cXFWUGN6czJTLW1nR2pEUXhHUnUyNDhjcTdfX3lxM3BjT0RxTU1zSTViU19SLThiTW5ZRnNnU2hzWG10eHlYTzFiTzlPSFVKLWc9PQ== | Z0FBQUFBQm9DbVhRT01rYUlmVjdBRkI2UVVpTVA1UUdYRU8tZDJidHhiLVJMcjRDdkRKLWV5ZjZodHRKcW5nUGJOdHd3YzBaZkNVSHd2aEpEUDl6Vzl6dmV4M200cGIyNldUdDRUTmlDZ2xvYW1ZbFR5TWQ4V090emNPclluZzIyVzZ1WEZrTGg3akV5M2cycWFfVjlzM3luVU1HaFUtMlotT29wcDUxSW9TOW5lV1oxMWlydlhhV05NbHFhaXZxdklPc1FjVjRzQ0RQYXN5OTJ5ZGZFdVg5ZHczeTVfMHJ2UT09 |
I think we've reached a Point where gamers should just boycott Nvidia for a few months. | r/hardware | post | r/hardware | 2025-03-28 | Z0FBQUFBQm9DbVhRMmNPU1RUM0FvU2pWOXI4V01nVTcya3pQMTdUTXVJcG5sWXJadTV0VVo0enlVVUg1RXlzY3pJRnB5VFFleTJreFBEcjUyWW10NU9DMU5NQjFiOXBvQnc9PQ== | Z0FBQUFBQm9DbVhRbmZsUGpDZlhtdDVHaW9HRmRKczJsZFgzME1GTU9CeTVvOWNybkNyNFo5VEJNNzJtQzZHaW5BdXNrWDhTSzVZN2ZwTWMwNlZGUURPM09LYVF2aVNuTnd1ZzhtTDFKU1ZRZmpERm9mY1d6SVNLbHR1Zng2elFGYkN5b21Pd29XcXBlNFFiUFVQdmhHOGFrWEpOaExnZWlpdVpxQm94NzR6Q3hXd0dBcVQ4dEh0aEFHbTJ4ampOamQ3UnhnOURpWU9DaFZaNEh5c0hHTDk4aC0ydFU0WGVudz09 |
I’m a .NET dev. Spent 3 years in corporate/consulting, solid experience, decent track record. Then a shiny startup opportunity came along, and like any ambitious 20-something, I jumped in headfirst.
Fast forward: I made my exit. Learned a ton. Didn’t make f-you money (I’m 26, not retiring yet), but came out with battle scars, perspective, and real growth.
Now I’m trying to re-enter the corporate world and… damn, it’s rough.
Every interview feels like a polite version of *“Yeah… we don’t trust startup people.”*
Like I’m some wild card who’ll disrupt their Jira tickets and 9-to-5 flow. Suddenly my experience feels like a liability instead of an asset.
Context: I’m based in Italy, where “innovation” is often just a buzzword and personal initiatives are viewed more as threats than strengths. Meritocracy? Lol.
Anyone else go through this? How do you frame startup experience when going back to traditional roles? Should I avoid it on my resume? | r/cscareerquestions | post | r/cscareerquestions | 2025-03-28 | Z0FBQUFBQm9DbVhRTFJJOEpRSGFZLV9tNFFTTFE0UDBSWmtOaVpVblhDLUQxNUlkUWw0OTVndDdqcGNGa01ocjdydnpCRXhUT1gwNkIxaHFaZ0V6a2duM2dPbmpOS0prSWc9PQ== | Z0FBQUFBQm9DbVhRN1Nlczgyb0JydlFLelBXWUJ0TDE3bk5RODRVd0Q4eHVnd0w0dV91X0swdVRoZ0VFWmNlci15S2dvZFliU3JvLUZsNEJMNGNFMk1BOFdUV3ZVRGdBeC1EU1FhRVhqbl9sZXVDSUNTaUxWSXFWeHFQbmNEbWg1STFQZ3QydU1xVnhrSERtcjgyZ0RwU1lJRlZ0UnZ2bUw5ZV9OV2R3cjBrZ0VMQXg2MXVCc3VUVG5HOGZnWmhsb29hUkxBQldRUUhaVV9QOWVNQ1Frc2FJTFhIa2dLQkxfQT09 |
The creation of a cryptocurrency bank would safeguard citizens from fraud and allow the government to regulate cryptocurrency circulation. The proposal is currently being discussed, and its potential impact on the country's economy and financial system is still being evaluated. | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-28 | Z0FBQUFBQm9DbVhRbFBMNkJvX042akttWk1oNFNHODZZbV9HM1lRbzJIU3g1YmxzeFVnQk9UcGpBbTBSVm9vMC16YjNnYUZ1Skc5LVVVSVU4OGxPdWQyUm5MZ3VfYjNldEE9PQ== | Z0FBQUFBQm9DbVhRZVlGcEdnTHVSODRNd0xCeGZ5MTVJUGFfNDJDd2Qybjl5bDB5RS05UUZYN254YW45LWhpMnFPX21abXdOSFFqbmNBb3lpZVR0YjJPZHFZd2F2NE1DM0prZVYtM1RQMklIVmhLb1gyOHJ4aFQ5N09lbTNocl9QWjJXdTNqNjlwUkp3UTNVMGdURndsdVVTazluOG04cUtkcXJXQ2RPeUFHMVB1UmR1WUNrOVJjeDRUMVVQQm4tUGlOc3pJNXFrN05RVnU0engyckhwWUctdlNaaUd2ejkwQT09 |
These idiots think having a mask on will protect them. Zero chance this thing was a contributing member to society. | r/trump | post | r/trump | 2025-03-28 | Z0FBQUFBQm9DbVhRZXBxd1hTZjk4aGhIWEI3WndldUo4Q2dlX3J6QUhFRlNndEpqUmh6R2JpM2pjd285clctajI0ZUt5bDE3d2d1V0hPNk5ockluam8xenBDT3lqaE1WZmc9PQ== | Z0FBQUFBQm9DbVhRUUY4bl8wWGQ5eWJVcEN6aEx3MllONVdzTVNSS1hWVXI0SmVHVUM2ZUZQU2pxcmRzUG9KRlU5eXY0TG9vdVA3SlFIaGR3cGdFOVhUeU45M3FVQi1tMzJxeDc1Ulk5YVdQNmY3WTNzNmlxQnE5V21jejFmeWtxQVlmbUhQSTN5cEhnUW5FNHJUcXo3RlhNcXNhZXRkaXEzM0dFcFhlckdJX2F5UU1Da2dISXl0dlNYSnZ6bUVkVEZvbGVNZ2Q5dnNI |
Hey guys.
As many others are experiencing right now, tech support jobs are hard to get a hold of. I've been to 3 interviews these last few weeks and the only constructive feedback i've received is "the other guy was more experienced with the specific setup". Fair, i can't argue that.
Question is, what CAN i actually do? I'm sitting unemployed at home. I've got about 4 years of tech support experience already, but i'm not quite ready to get into operations yet.
Is it possible to upskill myself somehow at home? I'm trying to build a homelab, but does it even make a difference right now? Building a homelab seems really far away from operating an antire production, and nothing at home really prepares me for that.
So... Is there something i can actually learn that would help my job search? What are you guys experiencing / doing right now? | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-28 | Z0FBQUFBQm9DbVhRQzFxZ2ZwZkpiUC1IdVF4M3l5VVhZVGRLU0VlU3dOTng1aVVXbW8wV3poTVd3akg2eHdUUUhwZjd2dFRQQUUyREFNa0lFdzVuRUhRZzZtdkFHRWM4M1E9PQ== | Z0FBQUFBQm9DbVhRMVZiSlJNd1FIRUY4WnhDREdyUWd0dklJa19OdWVsc3NfVkpNdkM3ZnhIMW1NUmlaNTRkb3E2WkNXdzJ6dFZkNkdxUk54QjFSTE9BSzdNemlTOGREZDVzVURJRnlfc1otakpLeElyajM2cnE0eU9hMWpyUV9xeUpsSUtCQi0xNFFKb2Z5UVZxVEZsdTlYbUwyWTY2RkZGc2kwUWd4SVNZNzBaYkN3M1V5RkpRQnJtbjgwWVhlWS14dWlUdzVNdk10NTI4ZUhKR1RORVM1V0MxMnNmdEwtZz09 |
I think today is my final day trading. I've spent the last two years trying to recover from an $80K loss, but I've only dug the hole deeper. It would take me a lifetime to make this money back, and I’ve realized it won’t happen through the stock market. I am now a statistic—part of the 90% of traders who lose money. That’s me.
At least when I’m old and wise, I can say I lived with no regrets… but I do regret losing this much.
(mostly 0dte spx, ndx, and other call and put options)
| r/wallstreetbets | post | r/wallstreetbets | 2025-03-28 | Z0FBQUFBQm9DbVhRSFVSSUk0ajBFNEMzc2VwckVzX0tkM0RLTGZPbU5kYnY2SjZRWWg5M1BVQU9rd3VQT25Sd1AyOHQ3eHlwTnRqU0ctdXVBRkMxcEM5YjRSY2Y5blJHbi1GeGQxazBqeFZ2R1J2dVNLNTFEYVE9 | Z0FBQUFBQm9DbVhRbmtGYjZiNXRHLWNVZE9BWjliWEZ4VVJvYkRTdVdRYnA0dEMyLWV6RlRrWkdzc01kVmRxbWlZYTV5YVd3QWEzSEhQcE1Dd05oX01wZWxkdDA3dUdSNGZuNFp0eHl3VWRuaGREUlVEd2NFYWdKX3VXQkRydlp5N3c3endWWXRUa04wU3dDZEp4TUZpTHJPdzduYnI5dGZrMjdybHZkWG5zTzZEcjNOWURHOWRjPQ== |
Esentially customer has asked for a internet connection with 5G failover but only wants specific devices to failover to the 5G. E.g. non high priority users simply lose internet access but key equipment such as card machines high priority users route over the 5G sim.
Advice and recommendations are greatly appreciated | r/networking | post | r/networking | 2025-03-28 | Z0FBQUFBQm9DbVhRRllfbEY4cE5PMnZOT2FRYlVoZlZXSEJTelVNQ1ZVRGFrOFp1SFk1YzcxWDVKcXdSdU5tSS0tWFVCcFk3S3V2bUFORzNLUm9RQUNJc19raU5XNVk3ekE9PQ== | Z0FBQUFBQm9DbVhRanlZeDZxdWxtc1hzSDVHa2RwZGRDTUl3ZWJ6ZEhXTnV2Q2V6cGNhNV9oYi1EY255WGIyc0ktVTAwQTlvc2lrUl8xd083bVpuclZ4cTNFZjBHRUltMVRsZjNEN2FzcTh6NGkyTUdTOF9VZ2VMRVVqMUhVY2d6NU9ZcGk2SFVIMjZTVmlrTzZLaDJ2VHN2LUpaa2N0eGxlU3ZGdkNQWmVONEZ5ZGxCQXF5aEoxa3hGNzdtMkJjelZ2ZXNsM3RyZjNMRmc5UHgxM2QydzlYb2QwM1FJeUVaZz09 |
Had someone reach out to me and say they were wanting me to join their “team.”
Mind you, this would be a 30-40% raise.
But it would be all on site (I’m hybrid currently), and they said that I would be the only IT person (for what I assume is a couple hundred people) for the entire company, and that they’ll hire someone else eventually to join the team (who knows when that will happen if it happens).
Would you take it? I’d imagine I’d learn a LOT, but I’m not gonna lie it sounds so stressful to be the only person. They outsourced their IT before and now just want an in house person. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-28 | Z0FBQUFBQm9DbVhRWVB6R05oakpINkQ3QzF0eWQwOWprX1VuYnFmY3pOYnAxUzNUOFdJV2lHdlVCWmp3YUJxOF9pb2ZCWjEzOGNjUHZ4U1NfUWkzUTNDZDJFa3lNOTlMVDcwZnBIRnJPMlJOcklHM0xJdzlSSm89 | Z0FBQUFBQm9DbVhRNENpQVp6OGpGNFpCUWUwQ2laZnB4V3B6R2dRbXplTFhpYWU2OW1TU09oVWE4eWJwOHVUWVdpaVBZTGUxOVRaVWgtZ2FQYTRhSHdwYkdqSjNpWFdSSlNmSm9GcDdWVGx5Z2U1UldDbTRyR1lXclpibUdaYlhPaWZKS1RBcl9HTXl5WGZNUHFsdEwwRzlreWdldGsweVRmRXU2eUFmY0xNN3FuR2ZTa01YdHhLdE5qSmhLUjF4TWJneEFua05vZjBPYnd5bWR6T2FpNWwyODB3eS0zM1RsZz09 |
Hi Guys,
I am looking for some guidance from the community. I am a network engineer with over 15 years of experience and my primary skill set is routing(BGP, MPLS,ISIS,EVPN,OSPF..etc)
I have been working with an enterprise for last 12 years where the network team is like a SP, using L3VPN in the WAN and EVPN-VXLAN in the DC's. I also work on Aruba Wifi,Fortinet firewall and configuring VXC's/VPC's to the cloud. I am now looking to change my job and the requirements for new jobs scare me a bit. Everyone lists out skills like advance Automation ( python,Ansible etc.) or Cloud skills( kubernetes ,dockers etc)
Now I know a bit of python, but I don't have experience with Linux or scripting etc.
I am not struggling to figure out what to focus on and what skills are essential to learn to survive and thrive in the networking field for next 10-15 years, please provide some suggestions.
Thank you ! | r/networking | post | r/networking | 2025-03-28 | Z0FBQUFBQm9DbVhRbHRXcl8tZ20xckY0YlE1YjliejUzaERRNllEZENoZFRWOXJmQTdRMktBb3N0UVY0Wnp5SzU0bU1RQkV2R3NUanVDTmdhX0h4ZXo0X3FLNVhBbFVMbWpzdnF6c3VUMWdxeFhsS1M1MW44M2c9 | Z0FBQUFBQm9DbVhRYW5sS25RYW82YThVZ1NTOGZiUkdraFBudmwtV1ZORHpQN3pWRldqQ09jeHIwOTA2eGg0MndzV01CQkpOamZNM0RjMlVZbU9UemplYUhaOVVxSERiWUh3MnZtUlc1Q2MwSl9wTGxySmlwUkFrWFpFNl9DLVlKZU1BcmJOazdNNk41dHA5VGRWTEZ0SFdnWUFhbV9PTWRNQmM1MG9PdnBQbWtFTFJlX21iTkVvUVZWcUpJX05ZX1U2NzlSSEpLOG52a0l2cFhxcGU4VnQyVXZ6dHhFdEdHZz09 |
[https://www.cnbc.com/2025/03/28/trump-pardons-nikola-trevor-milton-ceo-securities-fraud-electric-vehicle.html](https://www.cnbc.com/2025/03/28/trump-pardons-nikola-trevor-milton-ceo-securities-fraud-electric-vehicle.html)
Just in case any of you regards who YOLO'd your life savings into Nikola back in 2020 thought you were getting some of your money back...nope.
Notable quote from the big man himself:
>“I am free. The prosecutors can no longer hurt me,” he said. “They can’t destroy my family, they can’t rip everything away from me, they can’t ruin my life.”
So nice that Trev can no longer have his life ruined. Too fucking bad for the hundreds, if not thousands of shareholders who he scammed with his truck-rolling-down-the-hill fiasco.
gg | r/wallstreetbets | post | r/wallstreetbets | 2025-03-28 | Z0FBQUFBQm9DbVhRVnhJSU1pMUtjdEYyYzdNRWF2SnZoWkhnQTROS1Q3bzZYM0ZJQU1yYXgxbGFiRWd0SGh4RXBBQXVBVXZmSGxTRkIzOWpaRkZtUllkal83U2tQa3gyWmc9PQ== | Z0FBQUFBQm9DbVhRMWpaOU9TNVRINDQ2WkVjeTFfMWVTN1Eyb0N5RHQzVmpsWDFHYjZwRkZBTkpPREpOSnUzcnp4NG1rdklYTDh4YU1aMXg4c0JadmY1MWlvWS1XZVI4anBadmljeXpmRE1uSkpOaVRsNlYyZEZRSjg1c1h6NnpYeS1QRlFGS3YydGZfVW1ZWjk0cU1ITGs1OERtS0ROSjJRWGhpb0NhUGY0bTg2a2QzZ0dXTXRuZGktNzNiVWlCTHgxMWdUVV8yMnBhbDl4bmRJQ3VKUGliczBNS1ZTY1RjUT09 |
Sol | r/solana | post | r/solana | 2025-03-28 | Z0FBQUFBQm9DbVhRU0JYWWFIbWRqNGxkRVdPd2ZiaU9iTGVPaWFzdVVqSEkyVlZRbjVuWExVcXFlSzlVQnBFVGJlbTViMUlFcFZKa0FJaVZ1U19LUXpHMF8xSmNlbFh0d1E9PQ== | Z0FBQUFBQm9DbVhRNkNrRHFPd3c0MmZjMHhJTzA2ZnR1RmtfQy1fckJGaFVZNzJWQklYZUoxNFpFOVJJMUZmRjBRNWpRTXhESzlZdV9DbmZYd2l5OGhSRDVFd3FfenRKaFVidGdkYzBJLTltWGh4MlFhZ3o4aFEwT29JOGdEaTJRdVNFZmRsSEl4aUJ2YzAtRHltTjhYQkpjS2xKbnN3VFJiWkkxNFpkT1k3TnlLUlh4QTBHdmNsOWtoU0lzYVBaY1JRSHFTbDgyTXp4U19peHgwZVJLNUtCM0g0Q0hHUkMzdz09 |
I feel like the course hasn’t taught or prepared me enough for becoming a semi-decent programmer and more than half of what I know is self taught.
Still struggle with designing databases, html and css is a nightmare to work with, and programming anything (even if it’s extremely basic) is really hard.
I’ve tried to ask for help from the teachers before and while they’re okay to interact with and friendly, I’ve found them to not be very helpful.
Now I’m nearing the end of my course where I’m planning to get an apprenticeship and I feel like I don’t have what it takes.
I’m starting to reconsider if programming is for me as I’m started to dislike it a little.
Does anyone have any advice on what to do, more courses I can do, or anything that can help point me in the right direction?
| r/learnprogramming | post | r/learnprogramming | 2025-03-28 | Z0FBQUFBQm9DbVhRRXFyZEwzYm9BdDM5elM0V2lSbnJVZFdUTUZvQ2RGM05Ob3dfa2tBbk9MWnVDSmZ2b0syUW1NN0xyaGJtSkxBcnhXQmFVZHRVdk9vTGMzUnNwLW1Ra0E9PQ== | Z0FBQUFBQm9DbVhRQzRjYkpzRWJRVTl3WFY3Zjh6SEZCYUItTFFndEhpeVJ2Zy1YeWhodVp2RGdKaTRadll5YTdNZEZnNFJHZmkxNXZRZEJnYXh1Y05XdEJLTXV3QUZaRXd6Rzd2YnhjTVd3ZUNuZ1hJRDZhQmMyZERBcnpkdnJnSlI1bWFXeTZSV25ZeU91NkZCQjF2czE0b2dUQmRGbVJKRllDMF9FX1ZqR2NUYmk4NG9Scm80MGxNYVk2dExpRkp3MjVLUmR5Z2FzUzk1ekM3TzRkZmQ4Wk0tX2w3aTZrZz09 |
I work in embedded and my team prefers small PRs. I am struggling with the "small PR" thing when it comes to new features.
A full device feature is likely to be 500-1000 lines depending on what it does. I recognize this is a "big" PR and it might be difficult to review. I don't want to make PRs difficult to review for my team, but I am also not sure how I should otherwise be shipping these.
Say I have a project that has a routing component, a new module that handles the logic for the feature, unit tests, and a clean up feature. If I ship those individually, they will break in the firmware looking for pieces that do not yet exist.
So maybe this is too granular of a question and it doesn't seem to bother my team that I'll disappear for a few weeks while working on these features and then come back with a massive PR - but I do know in the wider community this seems to be considered unideal.
So how would I otherwise break such a project up?
Edit: For additional context, I do try to keep my commit history orderly and tidy on my own branch. If I add something for routing, that gets its' own commit, the new module get its' own commit, unit tests for associated modules, etc etc
Edit 2: Thank you everyone who replied. I talked to my manager and team about this and I am going to meet with someone next week to break the PR into smaller ones and make a goal to break them up in the future instead of doing one giant PR. | r/softwareengineering | post | r/SoftwareEngineering | 2025-03-28 | Z0FBQUFBQm9DbVhRaWs1NHJzYkFlWlQtanFZX1l4NDRPS1FlLWNsSXlPa0pQWGFPTkV3QjdjNGNiWXJ6YjExZFhnWnBHcGIzMi1lY1hTY25GVXFLZUo2VklncGFneVJOckI1Z0ttRmMybDNFZUxHT1RTWnVmUEU9 | Z0FBQUFBQm9DbVhRRjFWcEhsRU1iVHBUV3YzY1hEcEF5MHp2a3EyS3p1M1VydDFTeTZrMXFXUUFRMGl6WGpPeTNpZlE5UnFmRDZqeFVQSHR2YTNLLXEwS28wWExoQ29XMEtCOTFoRTJrb0l3WXVGR2VEcG4wYm4xd1BkTENPR09kVVFRaVg2TlFoTUNtUDlGcG5Mb255WHFNdUtSWGhLOXBJUWE5MDJkNlhiTXFaZ0ZnUk5ESVJIZUozSTZjLS1ZTmlhU1BMcmlrcG4x |
Seems like it’s almost all pvp nowadays. Is it too late to learn how to trade profitably in this market? | r/solana | post | r/solana | 2025-03-28 | Z0FBQUFBQm9DbVhRbGxvZ1pGanFnQmoyTl9IYTBGVi1TOGZjZHZIYWdpell0UGdhR1p0RGtNTWd4b19sSXFuemJKWXBwRFRPLW1mZ2xhdG4tcU9ncW5NUkc5c2I0TkNJSWlKWlVmRnVVMXNrQzJTblc3YkZFRjg9 | Z0FBQUFBQm9DbVhRUmhjMkFlSm9wak0yenZITGNuZDlDM1plbzNHdmNWa3BBMTRaWlQyT2NNcWpybTVDd25mV1VoVUJqdU5BXzlVbVRBMjdaeUZHa1VJbnVyUDdwUjlHblEtNVBxalNVWTRraE5ZMENBZHprU0RfbXVCNXlxMGhicGE3ckwwcTRxTWtsbkQ0bS02SFhmN29lLVRxdDlLQktQVE01REJLOVZ3aHBnTWhLYkREcERZPQ== |
London Skolars play near Wood Green if you're nearer that part of London. | r/rugbyleague | comment | r/rugbyleague | 2025-03-28 | Z0FBQUFBQm9DbVhRVFg5Z1FvTm9qc3RUVmdpQzZvNkc5N0k0OTFJeTN5TDVDektneUx5Ry1ETlRkQk93eUFYLXhOSVFwdEhyWW0yb29uNDVMcFJGUXN2RnJtMGoyLWNKZnc9PQ== | Z0FBQUFBQm9DbVhRNmFGYkY2VTVoaWpic01uelVTU0lWNGl0Tmp4MmFJUjluek5OMTZDQzJpZmU5b3BNMnZLdFJOd1dDdmpkRW5HdEJxQVFtbVVHc1NoSFQ1aFdZZ1Bxd2Q0VkVOR0hpbTBwWG9IUE1wWHRaYU9SRG5jUUpoNGNEVWRhLUFMdlVmVEtON1RTSEJFN25PZEowRU5fZEFLeXY0OXZxVFhCajY4akFzY1BwemEtcUIwT0hmX1JsZ0VQdjB6cC1tUEY3d2FK |
Exactly.. best time to buy when blood is in the streets 😎👌 | r/filecoin | comment | r/filecoin | 2025-03-28 | Z0FBQUFBQm9DbVhRSkVyLVk5UXo4SEdoWGhUa1dJOERzQlZXOU1wanNsVlZTb1RycjZWUDQ0QjB6c2ZXRUR5em1nX3BJNF8ybm5PTDBfTHJLYzNDd05oa2tOaGdNVVAtT1E9PQ== | Z0FBQUFBQm9DbVhRVGNMcmRua1F4Zk5xTWpwMllab05KTkR4ME4ycElWWVI3ekNZNmRtM044TXZpMm5vZlJMdVhZWnk2Y0FoSEtnVGRVYThRaS12cGR6ei1Lbkx1U3o5MjBieU1KZE1MSDVlZVFQWllkT0MyaG5KWG5sZVhrbkx2WUl2d09LcjFlOWN5TFhUNmdXUTJld0I2ZXpOcXJmNmprQUVvSUZUM1ljdHNTbkFkeEJjTXptbUhMNVBMaEFDYldxazVmRjBRRFdC |
Like… is this seriously what the MAGA crowd is pushing now? I can’t tell if it’s satire or actual propaganda. Because it's going viral in r/cringe, but I'm genuinely curious if you actually find this to be "good content".
Wild times we’re living in. | r/trump | post | r/trump | 2025-03-28 | Z0FBQUFBQm9DbVhRSktJbXR3LVRFUlNpbzF3a1BHclNXUThwTjhHTkEzTm0xMldCb2lVdUxfYWgtbXJJX2wzT1NiM25od1FTelFHU3NiVVk4QkZPNVRveU5jZ0JGQzlLWXc9PQ== | Z0FBQUFBQm9DbVhRLTlZMXNyUjhPblEtRTg0MFREQ1l2aEVKTjFLckxkcEo2cm1mcnJYMlFIVmpSUmhla2VCU2hURXFaaUVWSkFyQTNNQmRqaF9oaldORUMyVjB3Mm1jUmotYzl4eWowR181RXZpOFNyNWZ6cjZYNy1OZjJ0b0hNSGdqNC1lR0lFc2tQaEd6a3RQcV9UQkhqZGgxdDU0ODFJb3JXWGZ5aXVqdHhTSGlaeVptV0RVenNjNXRwRDJWVWtQZ2dnMVJ5Z2lxSGhHaHFGSy1ZU2NHMnI3aFhyR1BQZz09 |
I worked full-time jobs from late 2019 to early 2023 and haven't been able to land a full-time job since.
I landed my most recent remote full-time job in Jan 2023 with decent comp (180k base + equity) only to be laid off 6 weeks later lol (the startup ended up shutting down completely that same year despite raising hundreds of millions in funding shortly before I was hired).
Fortunately, I've been getting by on freelance/contracting part-time for the last 2 years so I haven't been applying to jobs urgently every single day.
In the past years or so, I've been applying to jobs inconsistently on & off. And it's felt like a complete waste of time.
\- 95% of job applications I've submitted have gone into a black hole where I never hear anything again
\- >4% get an automated noreply@domain email rejection
\- <1% get an interview
I've had like 40-50 first round interviews with recruiters (both internal/external resepctively). I seem to have an 80% success rate on these. Glancing through the job posting and reciting an example of how my previous job's skills can segue to the role seems to always work. Applying to roles in similar industries almost always makes it to the next round.
Then, the next round is typically an intro with the hiring manager (engineering manager). I probably have an 80% success rate with these too. These are usually just short 20-30minute discussions regarding experience in tech stack, team collaboration, communication, and work priorities .
Then, the next interview is usually technical (take home or leetcode). In mobile dev interviews, I rarely see leetcode. I've probably done 10 take homes in the last year or so. These have typically been viable minimalistic challenges which involve an endpoint, list view, and demonstration of clean code. If I felt like I was being exploited for a "free work sample", I would run fast, but I can honestly say I feel like this hasn't happened to me. I have about 90% success rate on technical assessments. But nonetheless, you're either going to be prepping hours and hours on end for leetcode tasks, or you're going to take hours and hours for a take home. They are both time consuming.
I've probably had like 10 final interviews in the last year. Some of these have been panel styles or just a one on one with an executive. I can never make it past this stage. I've been ghosted, I've been rejected and I've even been told I got the job verbally, just to never even receive the written offer.
All this effort and time wasted. For what? Just to be back to the drawing board.
In this industry/job market, finding a job seems to be much harder than performing on the job.
Applying to jobs, scheduling interviews on my calendar, preparing for the interviews, reflecting on the interviews is all such a very exhausting/stressful process. It's time for a change.
Maybe it's time to forget the job market exists and lock in on the entrepreneurial grind indefinitely.
| r/cscareerquestions | post | r/cscareerquestions | 2025-03-28 | Z0FBQUFBQm9DbVhRdk5CdV90dmpQS2U2MXFRUEZWajhNV2RWRDJsZUR5ZDFVUjlQMTFTeGpoLVBnSnZJeEFPQlVmTjNCMnZvamMtN2RaTzBKdHB5aXh5NFhteDJjckdNb3c9PQ== | Z0FBQUFBQm9DbVhRMW15WWhUNE9mWm44Z0hIc0t6dXBYdExadUc2dlE2R2pnQnNUV0VOX3I3c1MzRGwxcEJQd1BfbW5yR28wbW1YcEtGYjIwcjA0ME1vbmQ4Umw3cEdJMzdMdVltM1AxSzlkVnd3ZmFTTTFNS2Rla3BXWUhSZHo1T2ZkU2dOMTB4cV9kWVQwVER1em1ZQzNuTzdVSDZrTVZPdmNzNFBfdnFEcmRrc0c5Zk01NHN0dVkwczFUNGhCT2VXUFZzaVJoaC1EV2VWR3JrNnpnN3VpbDdoUlFMWWhKUT09 |
I am a 24m living in NJ which is like a medium to high cost of living state. I currently work for a busy convenience chain as a supervisor and make almost $25 an hour but it honestly still is not enough. I have no college education as my main goal I started when I was 20 was too just move up & become a General Manager (most clear over $100k easy). That goal of mine has honestly dwindled down into nothing as I’m consistently losing motivation to move up & facing burnout. I’ve looked into other jobs & interviewed but I’ve been rejected from all of them & honestly I’m losing hope. I’m starting to regret not going to school & constantly beat myself up when I see others my age doing better than me with an education. I either want to get a better job or just make the change now & go to school while I’m still young but I currently don’t see the light at the end of the tunnel. | r/careerguidance | post | r/careerguidance | 2025-03-28 | Z0FBQUFBQm9DbVhRalUtZHJiaU1fN09pWUYtRTZCNmQzN2tQU08yZGtBc0t2eUZXenczd2ctSnBrdzdhSFdDSXRpbDczaHFrWmRuSm9SU19JbWNMXzZtV1Q0bFNxTzcySndCWUE4cHQ4TE5PRFVTYTRVY1YyRk09 | Z0FBQUFBQm9DbVhRNWFUOU91UC1NUnBaUzh0dU9YMEpta0hTUEdkUHgzQ1NSQy1FVVhfYmJaWmdxYlJCWlRUaXhyQUo1Tm1yZFhYci1zSUREb0U1dm5SUEJzWmtwNWNVLTY2QkpHOGgwOXVGdUM2WkhzWHhHUkRaZU9acWJESkwtem91UTduLW9TdVVIanVLS1duU1ZSZ0RQTGRHbjllaEJfcU5SU1BlZ04zT09HZ1lUUi1SaHdXWFZWUF9XSWFiNVdwQTdRNHd0VGlCWDh0TF9PQnZZRWR6TnpNX1RZZF9sZz09 |
Easy wins | r/solana | post | r/solana | 2025-03-28 | Z0FBQUFBQm9DbVhRNXNWRHJxbWxqSndvMlQ2TGJWN0tlX3JGXzg2U0ZaOFRjR1g5S0xHWHR3Sm5zR0E2UTQteGJlQ1NFcWliOE9kMHZReG1EallIeWN3N0FoRG9NQnV4RFE9PQ== | Z0FBQUFBQm9DbVhRQVVlSlZ5cmN1SFNEbHhzdWptVkNpRVZReWxpWGJHYm1Xcy1lc2t6LW1PWHVERXlWU21tZXYxWGMwWEc4eVRTSk8xLTA4VlJmaE1Pc2ZzNTNLRXcxN1REX0owWXpUUVpLT29xWjVRdy1kUVBGSC1Eb0hUdUZGcDNwNXUtbmpfcmJJQlQyYmtCcEM4Q2FqNVRyRVFRUUtsb0RvWXMxQTZ5eDNXT0V3YWZrSVNBa3AtOXlWVUNraENlSGVnNEx0aHlh |
This has been a big week for open source LLMs. In the last few days we got:
* Qwen 2.5 VL (72b and 32b)
* Gemma-3 (27b)
* DeepSeek-v3-0324
And a couple weeks ago we got the new Mistral OCR model. We updated our OCR benchmark to include the new models.
We evaluated 1,000 documents for JSON extraction accuracy. Major takeaways:
* Qwen 2.5 VL (72b and 32b) are by far the most impressive. Both landed right around 75% accuracy (equivalent to GPT-4o’s performance). Qwen 72b was only 0.4% above 32b. Within the margin of error.
* Both Qwen models passed Mistral OCR (72.2%), which is specifically trained for OCR.
* Gemma-3 (27B) only scored 42.9%. Particularly surprising given that it's architecture is based on Gemini 2.0 which still tops the accuracy chart.
The data set and benchmark runner is fully open source. You can check out the code and reproduction steps here:
* [https://github.com/getomni-ai/benchmark](https://github.com/getomni-ai/benchmark)
* [https://huggingface.co/datasets/getomni-ai/ocr-benchmark](https://huggingface.co/datasets/getomni-ai/ocr-benchmark) | r/opensource | post | r/opensource | 2025-03-28 | Z0FBQUFBQm9DbVhRWUx6MEJZazlraTlBRE5PZUNGbUQ1VDh4VVF5eG5MR1U4TmtvUXFtVkVGQ3V0N3lrTHNrczdaOTdiRVQ0VlBPaFkzMEhDR25BWnBqMGRGbjlCSkRMNmhoQktrOUE1ckxiS3BYRUtaV2N3bU09 | Z0FBQUFBQm9DbVhRVTg5NDl1Q1BzdVpGUUx3TXppUmZYeE5BQWs4NlFkeUhLbFRHQUEzRjBZcElMaGc3OUNFSW83QlNBQkF4N1ZHSTZScEIybnFvR0VjUHFIbFRZR08wLUoxWmRwaVFhR2stSjZKVnJuWWRJaVhkWGZ2WWJteVo5V2I1SEtqNzdwb0x6WmNpUXFkb0d1UHoxNU9vS0loV2xoaGJnaWdwc2RPZU5McC10UFlFNWpWRkVFMGYxVnU4ZFF2TG5sNGxQTm5Td0xPNElQNTU4bC1YMjFMUDZfdDh6dz09 |
Is anyone interested in my documentation on my Neural Network Minigame development?
The goal of this game is to create a simple and enjoyable experience where a character learns to play by mimicking the player’s actions and decisions. The game uses a neural network and gameplay data to train the character.
It’s more of an experiment, so feasibility is the main focus. Since I enjoy the different aspects of game development and learn a lot from it, I thought—why not document the process?
I am already in the development process but have only just started documenting it through a blog.
Feedback, thoughts, and advice are welcome! | r/neuralnetworks | post | r/neuralnetworks | 2025-03-28 | Z0FBQUFBQm9DbVhRZDBjbzVwYWpMcG1ZekUyZm5qSF9LYzBycFh6NWFtQkFhc0dnTHZUM2dYdVNteWc0ekkxaGZMSGM1cmhrN2t6Snk4LXAzT0VSTElYS1o4cHpmSzNaelE9PQ== | Z0FBQUFBQm9DbVhRSC1xWjdHQW9KSHpCWV84Snp1U1NVa3laWDJtVWpQVjJhNmxxQ283YVFnZjNlbzI0OXN3amhCRGJ5NGVwUVJVc2pzVG8xQ1JzSWVaRUFmTGFHZ1RtRl9aaTdJcHBFS2FxT1Rmd0FSM3FtMjAycG9XRFkzMVFQNzhwZHRQZTZtRVRkZ1paMUpaSTJBbE9zWWtrcndhNkJOQnh4OEhkR2J5LWRMS051bHgwOHd1N1VLZnR5c1FjYVN5TkpWSmExUDhu |
Well, at least they’re exercising their free speech (illegally). I just wish there was more of the exercising part.. | r/trump | post | r/trump | 2025-03-28 | Z0FBQUFBQm9DbVhRbUE0d3RqWURmZjZoY2FIclg3RmI4MmpGQTBxM2VDVjdIcGVTUXNOOEdMdG1kSDJsd2Z1WGNiYkV1TzJJVE5Ed2hGOGxMVlRxRTN6R0EybVQ3U0pRR3c9PQ== | Z0FBQUFBQm9DbVhRVHExdTBBckxHeG9yYmV2QVM1MTlaSGJNSW9ZVkRjX0hQX21QLW1LV3ItN2wxcUhfY1JpM3g2TEl3U19peXpWWHdnZnF4YzZNaXpQOTNObG42RVNxbVQxZG5PdWhLaHQ5enlDWHJFM011eGx5X0dTRWx0cFFrYTB6TDdiaGlwdXhWNE5CT09RUm1OamEwd3FzNWRnQmJVME1YUnEzaUE4T3VDckJFWGZaQ2YtRmtXclRkZXNzUzFVNHZka2NxMzNj |
14 years ago, most people laughed.
Some still laugh today.
But if you have 0.04 to 0.28 BTC in cold storage, don’t let the fiat world fool you—
You’re holding a future your great-grandkids will thank you for.
The hard part is already done.
Now it’s just about belief, patience, and not blinking.
Stay humble. Stay sovereign. Stack sats.
0.04 BTC today is around $3,500.
If Bitcoin becomes the world’s reserve currency, a $100M valuation isn’t far-fetched—especially as fiat systems spiral under debt, declining birth rates, and unsustainable expansion.
And if the stars align?
Even 0.04 BTC could one day be worth $4M.
So if you already hold that—or are steadily stacking toward it—
Stay calm. Stay focused. And keep stacking.
The future is already seeded. You just have to wait for it to bloom.
Do you think that a final 1000x is still a possibility for Bitcoin? | r/bitcoin | post | r/Bitcoin | 2025-03-28 | Z0FBQUFBQm9DbVhRWkdJbk1vSzdNM3dIUFdMUUI1cWE5QWl3dUlnbE03NDRpUGZKemk2bm91d1B0T09xNjZoRUhFYW10OWxxQ3hKWmhlQzljczBuZnZSUWJNcmRvanBiaXc9PQ== | Z0FBQUFBQm9DbVhRZWtyczh1NlBoSm0zTnQ0LTEycWRTZUIxVmhYeTdlZ1JpU1pXR1paYTVGT0ZEYU5fdllxWWY5S2FDYllCWE9xMGNDdXhXeFlMR1ZENTlqdUsyblR0a0hlY0VBVFlXUGlFc1JsYkJkNDFjQzhSXzlqNFZtUjZrSHBWNGN2SzRMdlI4eHpaeGhQTml4WUVPS1NHRmJKdUZva0gtSlg4OENfdktHVl9VRmxHSXo0PQ== |
The bull market is still on and it would be hilarious if we get a giga pump on April Fools 😂
Global lquidity has turned in early January the US dollar index is crashing fast (great for risk assets) it's just a matter if time.
The bottom was in on the 11th of March.
Clear skies ahead.
Gg and hope you didn't sell the bottom.
| r/cryptomarkets | post | r/CryptoMarkets | 2025-03-28 | Z0FBQUFBQm9DbVhRMXRwRjNNb0VDRkpLNXFmQUFvQ0N5dERYajdKWThWbHlDMlBJUWFINm1kbzhLRUFKbVJlUEFRNW9yYTVpTFcxV2w1a0NST1Y1MDg4MWR5c1lRVXdFVFRPR09JMUJ2dDNJV196ckFwQ3E0cG89 | Z0FBQUFBQm9DbVhRUjZmSFZsV0M4VVFjaXdoX1FpN0RNeWQ3cW5wWUFOem9kZFdRUjRJOU9YY3dhaDNTZURCb2dnT29qSE1Ed0kwVk9mNU1JTkVoVkZBTnFXMFBTZC10VzI1S3h5bEdqVDNCUHcxbjRnUW9MOElMTEdOdzlJaWtRLW5LOElDMHRuckJSQlpBMGFQSTBnbVhma2NiRTJRM0lLN0dTcTdkU09rRkpYQjhXNkxHUW1ZPQ== |
The IT job market really fucked me up as it probably did the same to many of you. I’ve been in IT for over 10 years. I’ve gone through helpdesk, infrastructure, app support, app development, etc. I was laid off for 2 months and finally accepted an offer the other day. I won’t really be doing solely IT related work anymore, instead, I’ll be working in a somewhat adjacent industry, designing and selling HVAC/electrical solutions for companies with data centers. I’ll also be somewhat helping out with some of their pain points in IT, such as automating reports, workflows, and whatnot. Never thought I would pivot out of IT, but after learning more about the work I’ll be doing, I feel like I could really do well in it and enjoy the work. If anyone has any background in this field, feel free to share your experience. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-28 | Z0FBQUFBQm9DbVhRUjRDbzY1amlTVDJVTDdRM1VvU2I1WlRVNVVxbFVDWW1wdHloZUNnOFRvVlFPQ1JLekhKdEtZX3Z0Q3BhS0FIeXVpMFVuSEF6aXFNb3RjS0xYR3FwRUx1eXJ6M19sZ2NQZ25xbGJvRDM0RjA9 | Z0FBQUFBQm9DbVhRQUpTNWJLTzBldkg3c01vZVFNZFlWVlN2VEduZnZBdWNFbnV3RTJVeUVfOEp5RVhKN01aTnkyaVZ2bWY2WkJhX3d5YjBDR3pVdnhwX2ZfQlZOcEVDU3I3VzJYV1c4Zm1mRm53SW1BTGdxYnk1S2dsNF9UelVoUHJfaHB0UndmVXRMTjVtb1VacW1yWWFiRTZXTGZuR0cwdlpyS1E4ZjRQV0E3dzBqTHZnb2gyaE9sWTdKbGduNXdJTmotdUROTkVuZHRLMVJKaE92SXM2a0todTdPMmJyZz09 |
Every t | r/artificial | post | r/artificial | 2025-03-28 | Z0FBQUFBQm9DbVhRVmk3cExXa2FocGMxSEQzRExCUmFZSkxhT1BYYkNOaUxxc25tY09Wc0JGLXBnNlpPMjI4Q2lNdWxQdTNMR3lEcVpDcDhPVll3ZmZSdGZWS09CREdMOUF3T2FRWEl0blp4TkF1SjNmbzFaZUk9 | Z0FBQUFBQm9DbVhRbFRjWjM0dk1oaG9KOUdYeU5jMkFHX3NsdmM5OHkyRGVqNnBQVC1zbGxiX2JLVkpzWTR3RVNHZ2NSS1VXV1FDRktnSURnc3NVQWFkM21yWmlqYkE2c3VoWmE2elRnenZtUUpyQk40YVNXc215MmZid0t3VHdEN1gwUlMwa0pzSEFJLUN4TmtwRDFoUnprMGNudFBBT08zeFZSNlE3d01yaWp2VmNkWUpqamo1U25qTHRqNldiYTBxUlYyUGl2d0JD |
You can learn Python FREE, VIRTUAL, through Stanford's Code In Place
I am a Stanford University Code in Place Ambassador (volunteer) and a 2024 Cohort graduate focusing on getting my Masters in Computer Science.
Have you asked yourself these questions:
\- Have you ever wanted to learn how to code but didn’t know where to start?
\- Are you super green?
\- Have you been curious?
\- Are you a high school student and just want to have something on your resume or college app to stand out?
\- Do you want to try new things?
\- Want to create a fun project for your portfolio?
\- Did you want to try a Python class but didn't want pay for the class only to find out you don't like it?
\- Are you a career changer looking for a more exciting career?
\- Are you interested in computer science, machine learning, and/or LLM's?
If you answered yes, this post is for you.
Stanford University’s Code In Place is an amazing FREE, VIRTUAL, and GLOBAL program for those interested in coding. It introduces beginners to Python through an engaging and interactive online course which is based on the popular Stanford University CS106A course.
The course runs for 6 weeks from April 21 to May 31, 2025.
You'll learn programming fundamentals from passionate professors, volunteer instructors, and TA's while working on exciting projects that make coding fun and accessible. These projects will be great for your portfolio.
No prior experience is needed. Just bring yourself, your curiosity and a willingness to learn :) Ages 16 and up.
What makes Code In Place special is the incredible community all of ages and walk of life. You're not just taking a course but you’re joining thousands of learners from around the world who support and inspire each other.
Whether you're a complete beginner or refreshing your skills, you’ll get hands-on practice, build cool projects, and experience the joy of problem-solving together. As a Code In Place Ambassador, I highly recommend this program for anyone interested in coding!
So yes, please, Join Code In Place 2025 & Learn to Code with Stanford! It's absolutely free. It's virtual, so need to leave your home. You can take classes in the comfort of your own home in your PJ's. Once accepted, schedules will be sent out. You select the schedule and time that works for you: mornings, nights, weekends, etc.
Are you ready to start your journey? Sign up now through my referral link. Yes, they actually keep a count. LOL. So, please help me out and join through my link:
[https://codeinplace.stanford.edu/public/join/cip5?r=ambassador17](https://codeinplace.stanford.edu/public/join/cip5?r=ambassador17)
Join Code In Place 2025 and be part of something amazing!
The application deadline for Stanford University's Code in Place 2025 is April 9, 2025, at 11:59 PM. The course runs from April 21 to May 31, 2025.
This free 6 week bootcamp has change my life. Now, I am switching my career to become a software engineer. I was a chemistry major. The plan is now to get a Master's in CS: software engineering from Stanford since I already had a BS in chemistry. I am happy to discuss my career change and how I am working my way to get a Master's in CS from Stanford.
Here is the project I created from the Code In Place 2024 Cohort as a newb!
[https://codeinplace.stanford.edu/cip4/share/FmscgxP6CFf8o3Agi68y](https://codeinplace.stanford.edu/cip4/share/FmscgxP6CFf8o3Agi68y)
Note: Please allow yourself a few days to do the application. You have to read and do a few problem challenges. It's fun and easy but for novices, you may not be able to complete it in one day. I am happy to help you with this as well.
Feel free to comment or message me with your questions. I am happy to answer them.
Happy Python Learning 🧑💻
Your Code In Place Ambassador | r/learnprogramming | post | r/learnprogramming | 2025-03-28 | Z0FBQUFBQm9DbVhRYmFjYThjczhJY0hzR2MtZ2NXOF92MjBPUTlGaFNpWTFTZW56UllId3hEZXFGdnBPemR2RDl3YmFKUjVLMVcyMzRWLUNhbU1XbVBHLXdXMnBpZ3BHck5WUm1NMlZVSFBxV3pKaVdxaG1RQVU9 | Z0FBQUFBQm9DbVhReHdqaXFLXzhrdFY3elpDWDVpcDNYNlF3blZvRFg1RjRtS0lqOGlyZms1MWdwNnRwT0tUT0loVTM0Sjc4a0RHVXEyOS12T0RBSWlpTW9WSV9ybmlJWmxLaDhlXzRJazE3QXZFUHZ0b1lnd3FSOTBFaFZZRzJZMzJsbWxfNDdFWWctMVoyNjd4QmpKNWF4M25Pd1NVbGhRc3RVUU9MZlVvdk53eUQ0eEFldnhwR1lzLUpDZHNmZ2NDbnBRWE15RTh5eXVhQy1nZkUybUxRYi1HSUpEbkFCUT09 |
Hey everyone, I just got offered a $18 dollar per hour hybrid entry level tier one help desk job at capital one and I graduate next month with my bachelor’s in IT, certs in CompTIA A+, Net+, Sec+, Project+ and a linux certification. I’m 20 and don’t have any experience but was trying to figure out if it’s still worth taking even tho it’s only $18 or wait and keep applying for other jobs. What do y’all think? | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-28 | Z0FBQUFBQm9DbVhRZ29XQ0t2N282VENGU0tVcjh2QjhxOElpVGF4dTd4NnAwMkV1LXoxWHVtUHpaZ05iRmFWUFZsWWwxUTFacmlWc2gyTngtQXdtcHRlQ1drY3VVdmE5Z2c9PQ== | Z0FBQUFBQm9DbVhRQzdVaFNHLTVPM3JfU0VOZDBoQ2xDa0I1cDFYUHJaYnJmRW9XSEtmLVlsU1Iwd2hUcjB6WjRldVRSeU5admJVTWR4TXA5dkpVZW9mYWVfVDVDZ0x3bHVFX25UMGliUEk5VXlyWnhtZ2VIbjZBYzNSdVhkM3J2aXVLQlJiNm41VXVDVjVSdnUtZHJLYUZRY1F1Zk5mTzJEQjVOd0hDWnpBNVUzNHotamo3VUNxOGo5aVpqTGdUU1Z3aVpFQVhTUVlnWWpZS0twNDFVNWtIeHRJdmw2amozUT09 |
**Question:**
1. Do you think that software development isn't limited by physical resources and constraints? For example, a doctor is limited by the number of patients in the local area, and builder is limited by the construction area.
2. Do you think that if software development speeds up with AI, businesses will order and release more software?
Right now, programmers are afraid that AI will replace them, but I don’t think so, and here’s why:
* Since around 2000 until now, the number of job openings for programmers has only increased, and their salaries have grown compared to other professions.
* With the introduction of tools that accelerate and simplify development—like high-level languages such as Python & PHP instead of only low-level ones like C & Assembler, and out-of-the-box solutions like CMS & Frameworks—the number of development jobs has increased, not decreased, and salaries have remained good. AI is also just a tool for speeding up and simplifying development, so if the trend stays the same, the outcome should be the same too.
* With the implementation of AI and robots in various fields, job opportunities for many professions will decrease. For example, a doctor, like a surgeon, is limited by the number of patients in a given area. If one doctor with a powerful AI robotic system can treat all patients quickly, whereas before more doctors were needed due to the time and complexity of procedures to treat all sick people in time, then fewer doctors will be required to meet the local area needs, sick the number of sick people should not be increased, generally.
* Software development is not constrained by physical factors, unlike doctors, builders, farmers, and so on. You can endlessly create games, virtual realities, expand and develop space exploration systems, and more.
I believe that if AI makes software development faster and cheaper, businesses will simply produce more software because there are no strict physical limitations. But if a doctor treats everyone quickly, the number of patients won’t increase. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-28 | Z0FBQUFBQm9DbVhROHMyT2JSbF9iejAzMnNJekdqYkJxXzNkTEl0UFJEVGtHaWFGYVlKQ2RaaC03ZjlYSVVjdUl5akJfdHBodXFHSmxsN3dlQmxCLTFjS3lHcnZyRHZrcUw0UE5JWF9qWUpHejBpMVBVb3pBRXM9 | Z0FBQUFBQm9DbVhRYWRVeUFLcDc1RUlQb0hSejJ1d1V6Z1FZSlpIQkJfQV9iNGJHRmlNZWFDczdVVTdwU2VkSnlpbFd4dlpXQ3Z3NjVSSFkyTG9Oa0FzWndEZHVLMnNNQlhTNl9BZ0JkX3RDYk53b2xsNU1pVGlPVVU5NlNiOXRYQnZOSmRISGw3WHV0NHktZnB0M20zX0tad2JPVzZSQzkzQ0M1OFNKaUJWXzAwTWxNOHRhN29yOVBFVlp6WkVqYTQxbm1kdFlIeDJF |
My masters wasn't math heavy but the focus was R and application. I want to understand some theory without going back to study calculus 1-3 and linear algebra not because I'm lazy, but because it is busy at work and I'm at loss of what to prioritize, I feel like I suck at coding too so I give it the priority at work since I spend lots of time data cleaning.
Is there a shortcut course/book for math specific to data science/staistical methods used in research? | r/datascience | post | r/datascience | 2025-03-29 | Z0FBQUFBQm9DbVhRRDlqMU9sVkd0aGJnZ0R6ZmkwYkZiay1Ld1JTRjZvQ2xWbDNKLVpNN2w5NnRGRExkVGphVGRvMjdmbi1kR3FkMkNPcHZKaVdUWFk4ZjJvS2VzWjlJNUE9PQ== | Z0FBQUFBQm9DbVhRSDBVQWRHYlVFNnE5dkZraHFiMDdzcjJXenc2RXRuYmJLSE1IWUJkSFpaREpXVi1NWG5RdjJ0eVp2cER5Z1JkNjVHT2c5VENfZnNNdE5FTUZpbjNZOUIxZWo0WWJYV1gwcDZySVBhRXB0S3AwaklNSnAtcUdScUxZY0tQVkRrdHRWd1l4aWx3OV9kS0R2MmNyb1FJUmlqMVRLS21aWWhKUDRlNldVYTdrN1hRPQ== |
When even Andrej Karpathy finds our systems overwhelming, you know there’s a problem… | r/webdev | post | r/webdev | 2025-03-29 | Z0FBQUFBQm9DbVhRaU5FZThRNFN3bHNpN3Z1b3FFdUVFMENaQk5wR3NDcktCbVZVWExPTXlTTjYyczJwY0pROVpSbzNvZmt4RURzQ29qR0tRaGZlM1p4NlowOVg0N3AwQzV4U1hjS092Yl84SEhKNDFuanFJUUU9 | Z0FBQUFBQm9DbVhRUUpfa0RaX21zTG9YdDNGVndiWl9jcEdjeF9iWnRHMlBuSjR5RzFUZGI4SGotd0ZnNE5kUS1Hb0tYNzU0c2VEM09ycmJsMWlVV2E1NnNDR1E3YWVrY1ZrRU9ITkhLMGcyR1hOYVFrZmJLRlpISnBraXJBSF9LTXIwWm9VOExtX2JLWjFTLTVOak8wM1VvY0xOczJwT3Z1YnY5N29XUjc2TktzZnE3aEV5b1dJPQ== |
Sorry if I can't post this, first time posting here.
Does anyone know any basic video editing software that's open source? I just need to be able to cut/trim videos, make the video faster (sped up) or slower, and add music. If it helps, I'm doing a time lapse video. Does anyone know any good basic video editing software that could do this? Thanks! | r/opensource | post | r/opensource | 2025-03-29 | Z0FBQUFBQm9DbVhReWQxQXlPdWh1Y3l4QU56b2tjeTRRUnJoTDRjc3RWYmhCa3M3S0hzSDdNUWctX3gxUzN0RXpROG5Lb1A2Q3ZZODhKNXRwVVZFZFVEOHVMU0tRLU9oRXc9PQ== | Z0FBQUFBQm9DbVhRU2Nvd1lBT1NFSXZHWFBTMXpkYmV4d01zaEtRM0xBS0c5aEJXNzlZMVBkUzMxVUQ4eEphMXNVbnhpd1VPV2tsVENrZG9hMDhqV2hTNVcxdGhZYWN0RXMzTUZYMUxWNmVMTmhlcXlTV21TT3lzOTdDUVNYUUtQbW5TNFctNmRKY1dnSjFSdzYxZmgyTWkzUHFVeHV1WkZaTTQ4OW5OX2N0ckItckdFVjNyT2swOG5NR0c2X2JtbVFodUZxR3RZajBtcGQ1UVB0VllpMXNmeUlfR0FBWGFlZz09 |
I want to throw this out there because as simple as it is it helped me so so much.
Younger me (aka like 6 months ago) would start a new project every couple days, get halfway through, then move on to the next “cool idea.”
Zero finished stuff. Zero confidence. Just chaos.
What finally helped?
I started pretending every project was for a real client. Even if it was fake, I’d write something like:
“Kylie wants a clean landing page for her small business. Needs it mobile-friendly, fast, and done in 3 days.”
Suddenly I had purpose. I wasn’t just throwing code at the wall, I had a goal, a deadline, and a and idea to put down.
Also, I forced myself to stop relying on AI, autocomplete, Copilot, all that. No training wheels. Just me, Google, and good ole’ errors. It’s way better practice if you actually want to get good and make money doing this.
So yeah, if you’re like me and stuck in hopping from project to project mode, try writing a fake brief. Build it like someone’s paying you. It helped me start finishing stuff and feel ready for real freelance work. | r/learnprogramming | post | r/learnprogramming | 2025-03-29 | Z0FBQUFBQm9DbVhRem9VWXMwNDVzcmRjeUFhOS1IQmlsTGxLaU5VX3dMSDd6NS1rMVRQb2JqSkx4b3hwRmNlZXlCcm03eFR0Wi1mcjN2YmM3cnpFRThQOUk5LXBCZ2lidHdXRWlxamdsRk1mWTJ6ajhLbjMyY0U9 | Z0FBQUFBQm9DbVhRNzl4SExQbnNxQmloVXJ3ZFBJVm9Fb3VPWXlZVkRaUmNjbDhubGJrQUgySmxJZzFNSV82V2RpN0Q2d1Y2MlN4NmlSMEc1WTIzUFAxRWxYVFdob0lfMTJnbzFTajB2RHRudlZkMmpPd2Y0dXlYMS1qOXB2bDdyb1VsdTc4U0o4bjc2c1F4N05wNTdibk5WVUd4OXRIeU5UcmZxRHNIZkZkblozSDJoZGowV1VuRFNKSF9MVzd5N01nMW9JMkJscWMyMk1vbkt1TkJtNFA3SkZHQ0sxN3d3Zz09 |
The guy from the Dwarkesh podcast made it.
I'm genuinely curious how this frontend was created. It's very cool.
[https://www.stripe.press/scaling](https://www.stripe.press/scaling) | r/webdev | post | r/webdev | 2025-03-29 | Z0FBQUFBQm9DbVhRdlZ6SkdQdGhPSTU0bnRIT2ZpNXo2MWw2S0Vxa090eDBUTzFIV0hkYW9zMy1TcGx4RTBzcEQxWFhMSXV2SVJ0R1RGNWdPVmd1amJqbTg2NjZweG5jU0E9PQ== | Z0FBQUFBQm9DbVhRay1jNHdLa3FqXzFvV0pDanhnc2JYRmJiRm0zUzl0M0dYVm5HTkZQVDRaMzh0T19IMXU0STNONjZNVDBUcFB1Zm1tTFUxVXkySXJPVDY5dTBnbVR1dFZmMHhHeFJicE5aT3FsNzY0b3RYYy1UanJnY3dJX2ZmTG9CdU14WFVESnZsZXlYWklnVURnZGZId3Q0LW53SEpmSmxGS21aY19UdjdCN2dZUFJYYnVnPQ== |
I had been at an IT help desk tier 2 position for a whole year, great job, ok pay. Was offered a whole new position with different company, very good pay and benefits, and after 4 days they let me go because I was not a good fit. I’m currently trying to get my old job back. Does any body have any advice tips or just guidance? | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-29 | Z0FBQUFBQm9DbVhRX1ZmaWdSSlpQa2lUNGV6eGVEOGkzQ3dwOTVGRFROLTA0Yk9rWHU0a0NDcjFqNmxacU9SemRraDlOWXVmR0pJSGZ6NW1kMEVacG9Wa3hsWTdROFNPQmc9PQ== | Z0FBQUFBQm9DbVhRd24tRThUWUZEa2tpVE1VS2lnenMzNVp5ZFlwR0QyWGYwV3V5NUtFdndTSm05b1BoNTRiS0l0aDdydE5sQ0RGRkZSX3BpX0xpeFNVSFpBTHB5V2JydVRURFRaOXNhRHhKU1gwd3RnZ2VONGptaHFkSmphdXBnSXRFYm54bkVZYUROX3ZVMlMtdkRSTmI1SllnTldrSkpmMEdOeFJXMndoS2dJWHZKQ1NnRFhFSDF3M05FZmI3djVMXzI3OFBtQU8teVp3WW5ISmRlWFdPYnctWmp0RlNzQT09 |
In an era where open-source software like Signal is rapidly evolving and becoming increasingly complex, how can users—particularly those lacking deep technical knowledge—adequately assess the security and integrity of the code?
What concrete mechanisms or community practices are established to ensure that every update is subjected to rigorous examination?
Additionally, how can we be confident that the review processes are not only comprehensive but also transparent and accountable, especially in large-scale projects with numerous contributors?
Given the potential for malicious actors to introduce vulnerabilities, what specific safeguards are in place to mitigate such risks?
Ultimately, how can the open-source community maintain trust over time when the responsibility for verification often rests on individual users? | r/opensource | post | r/opensource | 2025-03-29 | Z0FBQUFBQm9DbVhRM2ZXRkhjazh4X3BYSDY4dGQyc0JOS19KaUw3X3d0S3ozRW02V0dsdEZJckZNRi1aLTFTbE5tOFpWeGtlc2xYa2pOZ3FRY2tlNkt1azRjbDlmQkdDY0E9PQ== | Z0FBQUFBQm9DbVhRVFA4OF9pQ1hZcGotRzNBZzd5N29FUC1UU1VqLThzczJwSkZDWkxtWWVXWUlvZXlnNkJHSEc1MDA5dTF2SUEwUk9NTG1OVUJhUklHaU4yTlhnWDBrV2Ywc0Z6SGZWUjRRaUhPajR3enVXdXJzUGtNVzc3TTJaOFhtSmRnWHRLX0JxeGJub3Y4UkdZLVJtSXE0S0NhbHJEZWdzbDZCTEdqVDN4NTJqMmxscGtZajZ1YlhyNE9objZWQVY0bXpXZ1FWRHVwZ3dRcGViUzVoRnBfXzc5bkhrdz09 |
Hi everyone,
We are seeking enthusiastic participants to join our team as we construct an open-source AI language model. We can effectively train and optimise the model because we have access to Google TPU resources. With the support of the open-source community, we want to create one of the top AI models.
To work together on this project, we are seeking developers, machine learning engineers, artificial intelligence researchers, and enthusiasts. Your input will be crucial in forming this model, regardless of your background in data processing, optimisation, fine-tuning, or model training.
Please feel free to contact us or leave a comment if you would like to participate in this project. Together, let's create something amazing!
\#Artificial Intelligence #LLM #OpenSource #MachineLearning #TPU #DeepLearning | r/deeplearning | post | r/deeplearning | 2025-03-29 | Z0FBQUFBQm9DbVhRV2Raay0xclAtcEE0OWM1NnB2cmJsWERGdE1jY3BaUEM5Rkdzbnp2TUVLSlZNUTFKWkFYU3dHS2lPTUJGS1JvVHlWd0R0bDdmQTdmLTdja2g1S09QSFE9PQ== | Z0FBQUFBQm9DbVhRSWp2VFVhMHVYUHE3UWZZVUEtZ09UNUlTa3dRdWlieGxqQk1UeUhvbGxfNjBOQ0trV2piVlJHdkdsWHIwQTl4cm9NOXMycnVTQmpocWEtQ1lCTFctcHNMajBzVlRFTTd1b2lyQnY4STJTQkpDdFZuZzNCWDYyTnFsMWlGUlkzR2VvRDZNbDZ3UVNXRUtNT1lrZU9qYjJSMUpzRzY3V1FLdk94VUVnZXpKWlphVXRTX1FtR3RNT0x2eXNZdDhNSWsxQXpFbkE4WU1pbkZrM2psdUFmQUhpdz09 |
# " Hello World "
# Welcome To r/solana - Please Read This To Get Started
❗️ **Disclaimer** ❗️
\- This subreddit is used for informational purposes only.
\- Applicable laws vary by jurisdiction and may limit or prohibit you from accessing or using various platforms or products discussed in this subreddit.
\- Discussion of any project or product ≠ endorsement.
⚠️ **Solana Subreddit RULES** ⚠️
The Solana Subreddit Does Not Tolerate🪓The Below Mentioned Behavior:
\- Spam
\- Baseless Claims
\- Misleading Distortion Of Facts Or News
\- Duplicate Posting
\- Targeted Harassment
\- Personal Attacks
\- Swearing
\- Slander
💡 **What Is Solana?**
Solana is a fast, secure and censorship-resistant blockchain providing the open infrastructure required for global adoption.
Say goodbye to high fees and slow confirmations.
Solana is built for speed, without trade-offs.
🤓☝️**The Basics On All Things Solana And Web3:**
[https://solana.com/learn/blockchain-basics](https://solana.com/learn/blockchain-basics)
🤔**How Solana Works - An Executive Overview Of The Solana Protocol:**
[https://www.helius.dev/blog/solana-executive-overview](https://www.helius.dev/blog/solana-executive-overview)
💥 **Solana Foundation:**
The Solana Foundation Is A Non-profit Foundation Based In Zug, Switzerland, Dedicated To The Decentralization, Adoption, And Security Of The Solana Ecosystem.
💥**Solana Labs** (https://solanalabs.com)**:**
Solana Labs Builds Products and Tools That Can Be Used On The Solana Blockchain.
💥**Anza (https://www.anza.xyz):**
Anza is the leading Solana-focused software development firm, building resilient, elegant, and impactful protocols.
💥**Solana Ecosystem (https://www.solanaecosystem.com):**
Explore The Solana Ecosystem & Discover Powerful Tools And Integrations From Companies Around The World
🌎 **Solana Official / Relevant Links:**
\- Website: [https://solana.com](https://solana.com)
\- News: [https://solana.com/news](https://solana.com/news)
\- Newsletter: [https://solana.com/newsletter](https://solana.com/newsletter)
\- Whitepaper: [https://solana.com/solana-whitepaper.pdf](https://solana.com/solana-whitepaper.pdf)
\- X (Twitter): [https://twitter.com/solana](https://twitter.com/solana)
\- Telegram: [https://t.me/solana](https://t.me/solana)
\- Reddit: [https://www.reddit.com/r/solana](https://www.reddit.com/r/solana)
\- LinkedIn: [https://www.reddit.com/r/solana](https://www.reddit.com/r/solana)
💻 **TECHNICAL Relevant Links:**
\- Docs: [https://docs.solana.com](https://docs.solana.com)
\- Discord: [https://solana.com/discord](https://solana.com/discord)
\- GitHub: [https://github.com/solana-labs](https://github.com/solana-labs)
🔎 **Solana "Third Party" Explorers:**
\- Solana Explorer: [https://explorer.solana.com](https://explorer.solana.com)
\- SolScan: [https://solscan.io](https://solscan.io)
\- SolanaFM: [https://solana.fm](https://solana.fm)
\- HeliusLab: [https://xray.helius.dev](https://xray.helius.dev)
💰 **Grants & Funding:**
Learn More About Different Grant And Funding Opportunities Within The Solana Ecosystem
\- Solana Foundation Grants: [https://solana.org/grants-funding](https://solana.org/grants-funding)
\- SuperTeam Grants: [https://earn.superteam.fun/grants](https://earn.superteam.fun/grants)
🛠️ **Developer Resources:**
Check The Subreddit Menu / Side Bar For More Relevant Developer Resources.
\- Top 10 Must-have Resources For Developers Diving Into The Solana Ecosystem | By AmalnathSathyan (X - Twitter)
[https://new.reddit.com/r/solana/comments/1gxxyk8/top\_10\_musthave\_resources\_for\_developers\_diving](https://new.reddit.com/r/solana/comments/1gxxyk8/top_10_musthave_resources_for_developers_diving)
👨🏻🔧 You're A Developer & You Want To Hangout With Solana Developer Communities?
You May Always Join The Below Communities (Unaffiliated With Solana Foundation or Solana Labs):
\- The 76 DEVs: [https://discord.gg/7yryzdyFKx](https://discord.gg/7yryzdyFKx)
\- Solana Community: [https://discord.gg/solana-community-926762104667648000](https://discord.gg/solana-community-926762104667648000)
\- Solana Developer Community: [https://discord.gg/qcMZEgydXP](https://discord.gg/qcMZEgydXP)
\- Lamport DAO: [https://discord.gg/FDKrxC5pxj](https://discord.gg/FDKrxC5pxj)
👨👨👦👦 **Solana Collective:**
Empowering Solana Content Creators
\- Website: [https://www.solanacollective.com](https://www.solanacollective.com)
\- Discord: [https://discord.gg/solanacollective](https://discord.gg/solanacollective)
👨👨 **Solana SuperTeam:**
Join The Talent Layer Of Solana Superteam, A Community Of The Best Talent Learning, Earning And Building In Crypto
\- Website: [https://superteam.fun](https://superteam.fun)
🏚️ **Solana Events:**
Community hosted Solana events and regional summits for connecting with founders, partners, and builders in the ecosystem.
**- Events:** [https://solana.com/events](https://solana.com/events)
**- HackerHouses:** [https://x.com/hackerhouses](https://x.com/hackerhouses)
🕵 **Solana Token Sniffer (❗️USE AT YOU OW RISK❗️):**
Use The Below Tools To Read, Understand, Capitalize Blockchain On-chain Data And The Security Analysis Of Tokens And Detailed Wallet Insights
\- [https://rugcheck.xyz](https://rugcheck.xyz)
\- [https://solsniffer.com](https://solsniffer.com)
\- [https://solintel.io](https://solintel.io)
👜**List Of Wallets Supporting Solana - Browser Extensions, Web Wallets, Hot Wallets, Cold Wallets**
[https://www.reddit.com/r/solana/comments/1jsq9qy/list\_of\_wallets\_supporting\_solana\_browser/](https://www.reddit.com/r/solana/comments/1jsq9qy/list_of_wallets_supporting_solana_browser/)
💬 **Weekly Discussion (Random Talk Goes Here ONLY👇)**
[https://new.reddit.com/r/solana/comments/1go9qh5/weekly\_discussion\_thread](https://new.reddit.com/r/solana/comments/1go9qh5/weekly_discussion_thread)
📖 **How to Avoid the Biggest Crypto Scams and Blunders, for Dummies :)**
[https://www.reddit.com/r/solana/comments/18er2c8/how\_to\_avoid\_the\_biggest\_crypto\_scams\_and](https://www.reddit.com/r/solana/comments/18er2c8/how_to_avoid_the_biggest_crypto_scams_and) | r/solana | post | r/solana | 2025-03-29 | Z0FBQUFBQm9DbVhRUmNvbEotbDgwUFBYU0loVjRILXJITXlRaVRlbWU4VHIxQ25KWVRPTEk0S2xDUTNfV2NqNVViTUJ4amlpX3VpQUpQTE9iSUl1aG40NXV4eDI3OTJ5N3c9PQ== | Z0FBQUFBQm9DbVhRNTR4ejM5WnJjck1JSGVJM2NxZVlSbnpHc3N5MFdqYzdsNVlVZEp1VkV4Q3dmbTM2NFlTWmFhNmZHd0Y4X0hPdFBLdjg4Vks3SVFTSHZyeGx6Vnp1V3VJY3JsQmRZZllZQy1MX2Y1QllNdGFranRCYlhkTlJsMW5VTURtT1U4eS1WTFlrRW9WY2hGM0lkZUJoS3libGZNcDRfTTY2WlNwS3kzbVpiRFA5ZXE2RDg0TzVCdFh6dHRiMUFhVlhabXEt |
ERROR: type should be string, got "\n\nhttps://imgur.com/a/2JDN7OM\n\nHi,\n\nI need to migrate the entire network infrastructure to Cisco, but I don’t have much experience in network design. I’m just an IT professional with basic cisco knowledge\n\nThe current setup is a mix of HP ProCurve Layer 2 switches and two FortiGate firewalls connected to the ISP routers. The firewalls handle all the routing, so everything is directly connected to them (not my decision).\n\nI want to take advantage of this migration to implement a better design. I’ve created this diagram, but I’m not sure if I’m missing anything.\n\nProposed Setup:\n\t•\t2 ISP routers, each with its own public IP\n\t•\t2 Cisco 1220CX firewalls\n\t•\t3 Cisco C9300L-48UXG-4X-E switches, stacked\n\t•\t4 Cisco 9176L access points\n\nQuestions:\n\t1.\tShould FW1 be connected to both switches and FW2 to both switches as well?\n\t2.\tRegarding the switch connections, will my design work as it is, or do I need:\n\t•\tTwo links from SW1 to R1 and R2\n\t•\tTwo links from SW2 to R1 and R2\n\t3.\tThe firewalls will be in high availability (HA). “Grok” recommends an active/passive setup, but my intuition says an active/active setup would be better. Why is active/passive preferred?\n\nAny help would be greatly appreciated!" | r/networking | post | r/networking | 2025-03-29 | Z0FBQUFBQm9DbVhRbEF0cE9Nd0xNSkJDOHBVQmF2UUxvck9paTE0RktqcWN4RG5vd3ZzRkJUY0xwY0x1dTZQdlJQdUhLT0JpcGVEbW44aEc5WGs1elh0NGhPVVo3VUdlb2wtVUZPaEN2OFZlTkprWURTamZMYlU9 | Z0FBQUFBQm9DbVhRVzJFMHdocjVubzVIemFzRHFzVW94bThjYmozYnliRkV3SElCNVRHQ0hDR0ZDektZLWJCOUdtcUNBVlR4UUFYWmpaQ29YNEtocGJaMnlIRkpvSWFtd0k1MkswNlVNNTZ6dHFPcElSYlZ1YkdKQlBTdk1GTFpzTlVTaERqa21fa3dndVk3QTVXanpsMHQ3SGc3cGtjSXFROVpnSThGU250c0F5Q2FCWC1qeGtjPQ== |
I've built 4 failed AI startups in the past and felt like I would never escape the 9-5. I felt trapped and depressed. A month ago I heard that Skype was closing down and decided it was my chance. I've worked as a telecom engineer for years, so I brought myself together, put in some 14-hour coding days and built [Yadaphone](https://www.yadaphone.com/).
Yadaphone lets you call any number from anywhere for a fraction of the cost of a traditional telecom carrier. You can also set up your number as a caller ID, so that people call you back on your mobile number for free or buy a US number and use it for calls.
In the first month I got 290 paying customers and 2 enterprise clients. Travelers use Yadaphone to call their banks and insurance from abroad, expats connect with the family back home and enterprise folks call their clients internationally.
You can check it out on [yadaphone.com](https://www.yadaphone.com/). If it's your first time using Yadaphone – make sure to use the coupon YADAREDDIT for 10% off. | r/webdev | post | r/webdev | 2025-03-29 | Z0FBQUFBQm9DbVhRUThrZEwyR0tFZE5wMW1CTGdvYnhaTzB2cWFTUTBGYTZldXR2Y0xrNVFxeF9sZWN6MDZuRjFDZlFlQWVkS2lCb0NSVE1pT241bzJGM1QyRkF6YWkzUlE9PQ== | Z0FBQUFBQm9DbVhROVQycjd5TE84WnlUZndGV3R3MUtzelZXWEthdDFFRlVSV2hVSWpfV2UzOHBiUWJLR2hyR1ZGRnVtRmRFLVF2VGNJX0lOZ1NHYU1uaC04eEhzQ0h0ZEFuSGl1VmdvVEdMQmt1NWdxZ0RpR3E1d09xcWJmaVVIaUQ4SVBZc1ZZUzk1eHZ3U0c0OGI0dWdfZEpMVENXbDlWbWJYRi1adnJiYmM3cjVOWlZDVHo4UWYxdWlqMjBWSFdsSmFTME56cWJM |
This paper presents a systematic survey of how physics cognition has evolved in video generation models from 2017 to early 2024. The researchers introduce VideoPhysCOG, a comprehensive benchmark for evaluating different levels of physical understanding in these models, and track the development through three distinct stages.
Key technical contributions:
* **Taxonomy of physics cognition levels**: The authors categorize physical understanding into four progressive levels - from basic motion perception (L1) to abstract physical knowledge (L4)
* **VideoPhysCOG benchmark**: A structured evaluation framework specifically designed to test physics cognition across all four levels
* **Development stage classification**: Identifies three evolutionary periods (early 2017-2021, transitional 2021-2023, and advanced 2023-onwards) with distinct architectural approaches and capabilities
Main findings:
* Early models (2017-2021) using GANs, VAEs and autoregressive approaches could handle basic motion but struggled with coherent physics
* Transitional period (2021-2023) saw significant improvements through diffusion models and vision-language models
* Advanced models like Sora, Gen-2 and WALT demonstrate sophisticated physics understanding but still fail at complex reasoning
* Current models excel at L1 (motion perception) and parts of L2 (basic physics) but struggle significantly with L3 (complex interactions) and L4 (abstract physics)
* Architecture evolution shows progression from direct latent space modeling to approaches leveraging world models with physical priors
I think this survey provides valuable insights for researchers working on video generation by highlighting the critical gap between current capabilities and human-level physical reasoning. While visual fidelity has improved dramatically, true physical understanding remains limited. The VideoPhysCOG benchmark offers a structured way to evaluate and compare models beyond just visual quality, which could help focus future research efforts.
I think the taxonomy and developmental stages framework will be particularly useful for contextualizing new advances in the field. The identified limitations in complex physical interactions point to specific areas where incorporating explicit physics models or specialized architectures might yield improvements.
TLDR: This survey tracks how video generation models have evolved in their understanding of physics, introduces the VideoPhysCOG benchmark for evaluation, and identifies current limitations in complex physical reasoning that future research should address.
[Full summary is here](https://aimodels.fyi/papers/arxiv/exploring-evolution-physics-cognition-video-generation-survey). Paper [here](https://arxiv.org/abs/2503.21765). | r/neuralnetworks | post | r/neuralnetworks | 2025-03-29 | Z0FBQUFBQm9DbVhRTzZGZzVMRVBnYVptdExfR3h5R1Q5ck9fa21keHVVV09DT1RGdXltMjlRQ2tMRHByNE1Jd0cwTGFyMUxBMkFxYWhTUEJtbFZJd2cybTk5cW4xeV80ZUYyaVpUdVNtR01RaVI3OWR4MFdyYjQ9 | Z0FBQUFBQm9DbVhRSjc4TGhhN2x2LWRZYm5TRFpJbEJGaWktUnFFTm9kZTdicmR5OXRvU2RjZElZaHM3RkxCaXlINi1JalJZc1lmNGdUTlgzZWJaY1U5MmlsMWlTa2J6TjFoYllGakkzWGJsVE1Gbnptbm1NZFRfdWZiTDNCNHkyelRwd0xDVGFyR2U1S3hySjg0Q3VxT21maTZmOEVIYWV3aEdpeGhJR1Q2WS1rVGF3UlBxT183SFA1UU16NnJFU0dlbW1yYVJleEF4VlZMcWNMSU1lajcxQnp4VEVBaE02UT09 |
Was not expecting this at all 😮💨 | r/rugbyunion | post | r/rugbyunion | 2025-03-29 | Z0FBQUFBQm9DbVhRS2k1NzNYQmhHdWQ2OU02M0lWbDA5dmpvay1YM0l3Q0IteXBTcFlWeEx6Rk8xSGM1bExDV0tsYkJlZ05CWHJnNG9oTWVuRm9HSlpmWmt4SS1ZTHF4NGc9PQ== | Z0FBQUFBQm9DbVhRdzg2UU1raWNuSHJYdWF5NUd2RXVHUGRyVmYwUk9oUGV3bldqZUk1OXRZdVMxZ0FlYVNNejFGcHpKNEotUHFGbF9OeUEtWjluYTg1ZFNXQTg2X0RsdUkxeWxjc1NhcHZyVVljajk4NDBIbWM0TVhTaW5Lbkt4MHoyNkR5N0FMRk9CY1dLRExuRGUwRW1JcnlqbGtkMEZuSGZpVDJEODhTLUxpdUdJQ0NoMnVRPQ== |
Her attorney, James Sallah, confirmed that the SEC closed the case with no findings against her. There will be no penalties and no restrictions on Welch’s future involvement in crypto or securities. | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-29 | Z0FBQUFBQm9DbVhRb2h3Yzk4ZGxrNFhuYTJwN1RFdjFxY3hGOTVZbVg1VGJEWWNHWUFyRWxsZVROUHYwcC00NVV2dnA1b3R4bVlzYWM5Z2E2SW54ZTdYVmFHSTRUQnBnUmc9PQ== | Z0FBQUFBQm9DbVhRRHhBbnJkSG5OUl85U1NYYTdMUHFyZVFjOTJxQm5namNvWEhXeUE3RWZxYXI4MG9icjhTdlRTLXI0c2E4TENRVGZGcG5vY25ZQmRtd1JFdkxYcDB4cTNhOWpOcHBmV1BMWExNNlVqeTBmbENLMUdib0R2Qk81UW40cWs4RlBQeE5IeFdqX3ZvSGZxa0pvNmcza0RCVkRsMXFYM19aeUd3Y1JhT2ZPeTQ3VlFjOFlFeVRGNGdCekxleVVLU2lzbEg3SjZtRU40V3lUcnM0OUdjNFBwMk9zZz09 |
Recently, I have been asked for an interview at a company for a software job. I am happy for the opportunity, but there is something I am wondering about.
The company uses B4X to build their mobile application, for both iOS and Android. I looked into the language, and found out that there aren't many companies that actually use it.
Would this have an effect on my future prospects, as I would have experience in something that is really obscure, where companies may not see it as useful? Or would any experience be worth it anyway? | r/learnprogramming | post | r/learnprogramming | 2025-03-29 | Z0FBQUFBQm9DbVhRSTZoX216Vi02QUZaUzVKczlYSS11Ml9LODZabzRnMVNiWHJHRHdlQl9mcFNZLVVVd0FyM0ZyTVBDaGxoSldidnNrcmZPeDJNSTlXeGVHOWhNM1pzRnc9PQ== | Z0FBQUFBQm9DbVhReFl4Q2otcXB1M1FkaC1BdEtGZHYwLWNYTi1QUi03NGNncDNyUlJjUXAtUG9vWlVJZDNZLUM0Zm9iRWlOZHNkSkx0SENKVENQclNseVcwVm05VXhINkIyUDgybDZEbklJSWFPa1dXTjhyYXBCdHhWZjlMVDk3Qk5XdHhBbjlQZVYyQ1NLZk80RTl0YzZHVkt0S2dld1VudTFvVWtiRmZWZGtLdlRCdlc2d3d0UW9jQ0ZNazB3emU0UVk5UTVXQnk2cDRPQzFsN183dlJPemwyRGMxRURkQT09 |
Just discovered something seriously messed up — I made a purchase through my Solflare wallet, using USDT, expecting to receive airdrops for the Seeker mobile.
Turns out, instead of sending the rewards to the wallet that actually made the purchase (mine), the Solana platform decided to trace the origin of the funds — and sent the airdrops to my Binance deposit address, just because that’s where I originally funded my wallet from.
So now the airdrops are sitting in Binance’s inaccessible vault, and I have no way of getting them back. Binance doesn’t show them. I can’t move them. And the wallet that actually made the transaction got nothing.
TL;DR:
• Don’t fund your wallet right before a drop using Binance or another exchange.
• Solana platforms may trace the origin of the SOL and misdirect rewards.
• You could miss out entirely — even if you were the one who interacted with the app and spent the money. | r/solana | post | r/solana | 2025-03-29 | Z0FBQUFBQm9DbVhRalZ1bEZSa2VGUkdLTTN0cXdjbnZGbEZLbndRNmc4UzZ1SVczN0dvdDdLd2FNbTg5LXRSMUZLNEhZZHo4VGl4djJXeWZ2YzBmeUVNbHh6eTUyejB6WF83ZUxmcG9iWE9wTDNyUDZHNjNaUkk9 | Z0FBQUFBQm9DbVhRMkxDZFl6aFFrdmJvVUhYNVRVam1sRkNsTmltSDVMZnBlRlFmWmRBdFRaNGZJRVUxWmVwZzhJemJBVEJuMkVnWU9hcERqaktEalZWSzBRY3Y0Nm1xQ3c1VmpveVFjU1RlM3BLb3J6My14azZ3VklmUXBGN0lVNFZzTVZOMXNQdFFmSThOelRwV3NERlhuaFlrQ2JOZE9PSHBldTdzZld1ejQ1SUg5cGdqMXRHZU9NV2JhMzZkRTN3X0xvby1xajFCdDU2MEpnblRfM19YNWxtNFhid3ozZz09 |
Hello everyone,
I’m self-learning web development using books and online courses. At first, I took detailed notes in Obsidian, but it was very time-consuming. Then, I came across advice on *The Odin Project* that suggested taking fewer notes—or even none at all—and relying on documentation instead. Some people argue that writing detailed notes is counterproductive, and instead, we should create prompts for further research.
However, yesterday, I revisited a book chapter I had already read but didn’t take notes on. While reading, I realized I had forgotten several small but important details. One key takeaway from that chapter was: *“The* `<nav>` *element should not be used for external links.”* Later, when I checked MDN’s `<nav>` documentation, I found no mention of this.
Had I taken notes and revised them, I likely wouldn’t have forgotten this detail. Now, I worry that in the future, I might make similar mistakes due to gaps in my memory. If I forget such foundational details, wouldn’t that make me a weaker programmer?
For experienced developers—do you take notes? If so, what’s the best approach? Or do you rely entirely on documentation? What’s the most effective long-term practice? Also, if you do take notes, could you share an example of how you structure them?
Would love to hear your thoughts! | r/learnprogramming | post | r/learnprogramming | 2025-03-29 | Z0FBQUFBQm9DbVhRRU1tX1pPSGJvTFg3MW5iTTJUazE4aUVLOW1TVEx5TFNFWG9DVDI4WDNyLWRMYUs1OTZuNEpYQkY0all3N1Z3T2FNWVFpZm02c0QyVzd5bnFSc1VhUmZrbHp6SEduRG11T0ROUWZ5OVhDUWc9 | Z0FBQUFBQm9DbVhRX1dIckxpUzE0VWN5bFJ0dEIxYkYwWmpVT1lxRGVNQ2dOeThtWU0zWHFJX3lQcGVXZzdEZmJOLUxjYzRzSkpHRld4N3FRdXRyM2pXWlJvcFc5TVRzOUpqeVZ4SE92Z1JYVFlfX1k4U3J0MG1weUNHOGZXVldmMnpSZThPbW1jVVBWck1GWW5STmZPaVZJZzZnVlZLU1g5RHJlUGhQaTRyYWdqb1NtUFdkZlA3al81dU9meFVYc1l4RlZmUXZQdkxMZXRtWWdRVW9FRld5bHZTYXdpSEFwZz09 |
Hi all,
I'm asking this question to improve my understanding on a project.
The project was running for several years in a closed environment (closed network).
Still for security reasons the actual service requests form a client to the server (most HTTP based, SOAP alike) have been signed with certificates.
The certificates have been issued form a non-public/local root certificate (form the same server/service) to the clients - so these client certificates had the certificate chain to the (local) root + the Client ID included.
The server as well was using the certificate (or a derived one) to sign the responses - so the clients could as well validate the responses for authenticity (as they got a trust-store with the root certificate (public key)).
With this setup (everything controlled by same trusted entity/provider) the clients could verify that responses are authentic and the server could verify that the requests are coming form a authentic client + identify them via the ID to perform authorization to several services.
Now if this project should move to a public PKI, how would/could this work?
Clear for me the public root will issue the certificates as different trust anchor.
\- Still the Service should provide its own public key (in a Trust-store) so the clients know the responses are from that very specific server (and not a different one that got form same PKI CA a certificate) - this might not be of that a big issue if HTTPS is used, as here the domain name would ensure this as well.
\- The clients can no not be identified any more, as the public PKI will not encode the client IDs (as known to the service) into the certificate.
How would it work that the clients could be identified?
Only think I could think of is, that the clients have to provide the public key to the service, that has to hold internal a mapping to identify the users.
Do I miss anything there? Is there another way? | r/softwareengineering | post | r/SoftwareEngineering | 2025-03-29 | Z0FBQUFBQm9DbVhRbk9zcHNaeWRkTzhESlBWLU5lZ2FMUDJUb1RkZGlhYzlrNlVXTzNMTWYwRlZTRkEzaDJsYkVNckY3VGtJQmsxZU5JODFITWIyTVFNckVTNDNJelJTZlE9PQ== | Z0FBQUFBQm9DbVhRT1E5c09Xb3VpS3E4RU9VVkU2OWlRZTdpNEdjbGJid3ZpT0dXczl4N1FxWUp3Y1h5SHZTcm1MSXdQNTk5d19qaTY1cnRleHM1MzVZNFNzdEZrR004OFNQTmsxQTFoSmtlcGJZZElTdFZXSGpXYV84TXV4SnFvWXdzb1dpazdtb3ZmWk5VRGl3S1NWNWxDeVNMLXJDR19xU2pzWXZIUUotcVNBRm5fSFFCREdWR2o3NGpqbV9wMUdZWkFrenBFWk9Ic3dkUDdnSHVuNDFzUzBjLXRLODBpQT09 |
Have folks used Google's NotebookLM, especially its audio overview feature? I'm interested in what people have found useful (or not) about it and potential use cases in the legal space. | r/legaltech | post | r/legaltech | 2025-03-29 | Z0FBQUFBQm9DbVhRcDQ4bVB3djNqTi1fSVFPUGIzNjRoVnBPT1FxN0JRNi1wUFg3Y3lBZFV1cWh4enNrSXIxRUxvSFIzci1RMVVoWnczUVFuWVlhcEM2VDU1dlROUUxtR0E9PQ== | Z0FBQUFBQm9DbVhRUmJLTVlucFlGemRKZmFvZHJ6WHBxMzNIenBLYjdLdldiQ2FvYXd2UTJuTTNMRmZBek95cXp5T0pmMi1LQjZKbkJmY0ZjR2RXNE9XQXpFYTNLd2xfN01RelhORk1nQmp1ZmozWGlELVpiZTRBTDNUakhtSkpfajkxc1l1d0NGamhQaUlpZ1VNVlJpZGFYeXo2Qkt1MkdBPT0= |
Seriously they stole I think around I think 3 or 4 million bucks, and I just don't understand. The IRS will be on you like you are a drug kingpin cartel leader, over 20 bucks, but this scammer can scam over 3 million bucks and have no wrong-doings. I don't like that about crypto, that puts a bad taste in my mouth
crypto whole purpose was to help the poor and avoid government.
Now Crypto is make rich even more rich and the Government will help them. Maybe I am complaining and venting but that's really annoying, and this will just encourage MORE crypto scam behavior, since 3 million dollar stealing is 100% permitted, then I guess 3 million is the limit, 2,999,999 is the scamming limit. So stupid.
Edit: 450 upvotes in 55 minutes, holy cow. this exploded and idk why haha | r/cryptocurrency | post | r/CryptoCurrency | 2025-03-29 | Z0FBQUFBQm9DbVhRbXNFNGd5MWdYOGl0QjNtTTlTSHozOWpXeU1oTGRsRUlxY3ZtWjY4YmUwcGJjZUJmZWhBRk1DeXN1eGZnM19Kc3hvLTZTWlZmLTh4dHlyT1FiVVFDcGlTZG5fOGN3RzQ3amxiTml2N0xLanc9 | Z0FBQUFBQm9DbVhRS1FJZC1LdmlFX3RQMHA4b0Vfc3ZvTjB1LTFTV1REX2JRM1hicERtcWpGUC1CT2tVb3F5YUFXTHl5dGhNcTNnSU5yVFJ3QnlQdUdQTGJoWmtpWTkzdVgtbHBLYXhTelkxYmtKWUFmampYcVM0clVmeWRsUTI1dDJiQm02UHBJQ1JyLVhFeWZhWnd2eEdKU2dvVFlPTnNjYzBhR0tha3Y2eEt5RjluaTRJdWlNS0I3a1NRaTM2UV9ia2NtTVdCZXFfSE5rNkNBbldlYmhubVBRQ1A5NjBmdz09 |
Hi everyone,
just had a situation recently where a certain customer had three peerings with some upstream providers. One peering (say peering A) went down and as a result the route to google (8.8.8.8) got update to one of the other two existing peerings (peering B). The ping was around 7 ms (with peering B), which seems to be very good, but as soon as the failed peering came up again (peering A), the route was deflected and the ping latency went up to 20 ms...
BGP doesn't care about latency or bandwidth (how should it) and AFAIK, the first tiebreaker for imported routes would be the ASN-count.
Everything clear so far but it seems annoying that you're wasting a lot of latency here and I wonder how big IPSs might solve that issue. They need to update their local preference AND ASN prepend if they find out that a route seems to be better than the existing one and this situation might change from hour to hour and might be different from block to block...
And even if the latency was lower with a different neighbor, it doesn't mean that there was even as much bandwidth with the faster route.
Can please someone explain how the big enterprises/ISPs do solve these issue? I guess it's some kind of automated, otherwise it seems to be impossible to manage that huge amount of routes/blocks. So, eventually:
* do ISPs kind of ping/traceroute every block automatically (it might not be possible everywhere) with every possible neighbor they have or better said where it makes sense to get the best latency and
* do they bring the bandwidth into that calculation as well?
* how often do they update a better path
* do they just care about traffic-intense routes?
Would be very happy to get some answers to probably replicate something similar for my customer. Thanks! | r/networking | post | r/networking | 2025-03-29 | Z0FBQUFBQm9DbVhRSklqaXY3MW5RX2RtQUhJZEV6OEZUWnBFemZtZmxhbldCeWtWa3M0VGR2dzc2RHlEZVlWMWQ2YVZrckhjdm9RLWRLNUtpdnNJTmVMUkpCYjZXZ1ZaQ0E9PQ== | Z0FBQUFBQm9DbVhRMjRZcnItWV9GZzQ2cGktV0lhbWlOdDg4eWttdWM3amktOXpLZDdRSFlNRDdFZDlWUVVpc0tUNzQycDZlNTdqNGVuR1d2SVRHSjdyUUZwaUw0a0pUVnF6LUdCMTYwU1A3alBHSmU3RVVUUEdkUWI0LVJlcFRzRFBjejlEb0FCV0lMUnNNVzE0OFdralJQb1Raak9FQzlPWE1TRGRucmVmVTgwcGdEODZjVHlZdUNuZ21OUzdoc09qa0dXbkNpVHd6SDNYSG53Vnd0cDc3MXhvTHdObUhzQT09 |
https://github.com/rio-labs/rio | r/webdev | post | r/webdev | 2025-03-29 | Z0FBQUFBQm9DbVhRTVBoODJKbVhGQVNJUExyMGFJeGkzWjd3VXFmNVktcEJxbGNuQURvXzFkQ21OTVFVcV9pMGRYc0xwQU1NSmloSTJkODFDTWVMTWppU0Q2UHlJSlE3amc9PQ== | Z0FBQUFBQm9DbVhRdDRwLWZMWnI0SFRRYkRFbWRRRTRaaEpIU0pJc0pDSVRkcU1FbkNGbU5QZ3N2eDJJMXRtUU9rQ05DTVpFbG5FLUNVOWNwXzhCTzcwbzRYanBsdFVyZzVQYVotenRlZHktZWVickhxX1JWdHZUMnNONGh4Y1p2UXhKN3RmUlVxc0VFZlRlZ3VDMUlLNEJ0ZXAtaTZNVVNHSFczSDRNY3FqaWQ5bERjam1ZckptdkFWNE42WEFRX0dJcnlJWDNyNGMtSDFnZU4xT0ZMdFZ6VlJRSThSN2ZSdz09 |
I was told I HAD to get a drug test done within 48 hours of receiving an email with my contingent offer. I got it at 3:30. The drug testing places all closed at 5pm and I was working anyway. There was one that told me they did testing 9-1 on Saturday. I signed up (once you pick a site you can’t change) and showed up this morning. I was refused and told they no longer do drug tests on the weekends and to come back on Monday. I told them I had to have it done before Monday and obviously this girl didn’t care one bit. I was so excited for this new job just for it to slip through my fingers because I was set up to fail. I’m just going to cry and watch trash tv all day… | r/careerguidance | post | r/careerguidance | 2025-03-29 | Z0FBQUFBQm9DbVhRbW1BYU1rWEtlYWxMRi14aTdkR0w5QnJxMUJmMm1NNHAxLVRPU0FuLUNGSXNQdl9wdzNRWVRIejJEX0NWNmhINHdkS3FzLUY0dEV2Y2pLdlRMbFhQMWR4S2hyWkVma1FtQXVHZUctUFA1YlU9 | Z0FBQUFBQm9DbVhRbUpNTnBWQUxkZVc0aWVxSUk2UlY5Y1hWQmo0WGNRZGRqUmwtWllWMUtwU1E3RTdPOFdFcDFuTUxUaS1NVDJxVS1kd1I4eWJNNlRJZkc0dmJzYXRtbm9pamZLOTN4ZmFDSDkwcVlNZm04QVNfYjN0WEV5R3UxUUZFWGxmZXZaRlpOY1o0cjhCZVRJQm5tek15NHFkRTFDcUdwakxvNFJpQmtsWEtDWjA2QVQ0QURYRkozZ29TQmNMaFA2OUtRZzRtdGxRMXI2dGdQcEg5Mjl2alpqeUpFZz09 |
Recent moves in Bitcoin mirror moves in the stock market. As the stock market goes down, Bitcoin is going down right along with it. If Bitcoin is a hedge, it should be going up as stocks go down. At the same time, gold is going up as it tends to do when stocks go down. Many have said Bitcoin is like digital gold, but it isn't currently acting like gold.
This begs the question. Is bitcoin still a store of value or a hedge against falling stocks or has it become a mirror of the economy as a whole? | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-29 | Z0FBQUFBQm9DbVhRbENwZG8zV1I2SkFQcmlZWTk3LXdfV29wTkwtemJHV1RkLWxqckk5V3hjemVwazA1bnduSGFTRGQ0dlNqQ0NYY1Zhd2VRcXNJZ0J5Qk5KSHE0a0dpVGc9PQ== | Z0FBQUFBQm9DbVhRTVc2Y2JaT2hKM0k0N1dET29DTExoV1ZvSGhKd1pUdGZYMldxUFFGTXp1Y18zb0lVYm93N05LdW8yT3A3Uk9RMUdDcmU3ekliVHRReF9CR2VpSkc3MkFZZG9fRWxRWEFYRHR0SzBYX2stalZ3ZFBhaTdsTUxCU0FhRm1xdGlXWnpGWENObzNkNlMxT0Vma3FuUDdQbUh4aEdHQXdON3h6VV8xZU9Qd2MxbThIelBBOEp3d01RLUt2aFNsZldyb2VP |
Is there a name for this practice? I have seen it play out like this for a lot of VC backed startups. | r/opensource | post | r/opensource | 2025-03-29 | Z0FBQUFBQm9DbVhRRkFhcWcxTkltdGNrYmVib0x5QXFvaU52bWFuSko5OEVlM2NXbHdLWkJrZlZmUlFDUkd1QURNX1JSbXNEZVdfejhBU0d6OWZ3aWQwWWlvanlLektnMHRteldKQmtmNnNyR1dxcXU2cmRaVTg9 | Z0FBQUFBQm9DbVhRWEZDUmdha0hvajhXU3Z3WjBfOXBNMnN2aWFIN1NhUkxnd1pwcG1rRFVDa0p0N1NQMlZOY1BISEhreTRlSFprbXlGMURmWFdQamlwY3lqY3RmZ0dBQWluaGhGN1NQYnVKZC15VlZRS2IxNzg3NjBYZFlzLTJ2bGlWallUd1dIVEVjcENVdmJBcEhCSWQ3Unh6STJFR2Jyc2w5ZnVGc3dSVmR6bkgxX09YZXBRRHJfVVR6SkRuOXJUall4cGI0c1dJ |
It seems this "abundance agenda" or "supply side progressivism" is the most debated way forward for not just Democrats but also for the next brand new political establishment post MAGA/Trump/Sanders era. It's basically an agenda that combines some of the important economic justice policies on labor bargaining & healthcare that progressives support with market based deregulatory pro-growth policies on housing, technology and green infrastructure that moderates support when it comes to cuttting government red tape. I am aware that many believe that Harris already had some aspects of this sort of agenda like with her "carrot & stick" gov't housing grant policy during the 2024 campaign. However, a specific articulated vision wasn't really clarified. In fact, no one really had a buzzword to define this agenda and get people sold and excited on it. It's one thing to have sensible policies for a campaign, but it's another thing to actually sell it to the broader public. Before Klein, Thompson, and Yglesias ever delved into how our own liberal buracracy had been hampering America's progress ever since the 2nd half of the New Deal era & the Neoliberal era, there was never really school of thought around this sort of political order.
Now, I have actually completed Klein's new book; and it's clear that Thompsom and him have done their homework despite anyone's views on their political prescription for this turbulent time. How do you think Democrats as a whole can pitch this to the public and build a broad coalition that supports this from local, state, and federal levels? What candidate, come 2028, do you think will be able to unify the Democrats, and more importantly the broader electorate around this agenda?
From an intellectual standpoint, history has shown that during times of deep crisis, a sort of rebirth or new political order emerges. The excesses of Monopolistic Laissez-faire capitalism during the Gilded Age gave way to a nonmonopolistic yet still laissez-faire capitalism emerged during the Progressive era. The excesses of this then gave way to New Deal liberalism, and then the excesses of the New Deal gave way to Neoliberalism. Just in general, not just in American history, everything in world history tends to work in cycles. Periods of Peace,Prosperity, and Optimism under some new order devolved into periods of unrest, hardship, and increased corruption, giving way to the emergence of a new political order; and so the cycle repeats. Humanity's past is literred with nuances and duality in how our systems & cultures have evolved. No single political or cultural movement have ever dominated in the ashes of crisis eras but instead it's been mergers of multiple movements with one slightly coming on top. It's more complicated than any ideological purist might think. | r/politicaldiscussion | post | r/PoliticalDiscussion | 2025-03-29 | Z0FBQUFBQm9DbVhRdFlJX3FseHdLeVJBWHVfRjJWc2Zxbm1XSWJBSHdKTU9LQVJxUWFGZzUyc3JDTm53QmRCWFpoTVlBd0dINDhjZjdyNWItREM5Q2U3NWVZU0h1bmhWTDlkZGU5NUdhQTFpQUNQMUdGVXk3WVU9 | Z0FBQUFBQm9DbVhReHduakwwamtSUk9pbmhubi11UnVpUlBtOGRyZW84TkFlVXptZk1FZnBEeG9ZUVktTWlvanRFdVVNaXllUUZybWxBUTI4dksyQVBocWVRdDY0cFJBeVVfQkd2c0M1dElvVkt1ZTdkZVlSWlZDeVkxMGpEWTQ3ZGp3VlhSMGJiazd2WkdyUDlKLTQ3eDhpMHJWTlR3a3Y3RlJKVllmWHB6T2ZSbU9MSEVZMTMyRHNDVWFFTjRuLVlpaXoyaEFhc0pXanFMaWl3WHJ2TzBkdE53UUxwMkZGT1haWmRZTGQybnVkdVprVU81TUN0UT0= |
Just finished my web dev portfolio developed with React and GSAP. Any feedback on design, UX, performance, or general vibe is appreciated !!
You can check it out here: https://www.tompastor.fr/
Thanks!! | r/webdev | post | r/webdev | 2025-03-29 | Z0FBQUFBQm9DbVhRZ1NabGRxdHgwMmVwQ3BRNUNtYXJaUktIMnhYemp6LW9pbXVBUXBSbEVNSXMwaUF2MW1idERKM1JDQXZEVHFYU0VaRWowcVVDQnRzeUFLa2ZxUkFUemc9PQ== | Z0FBQUFBQm9DbVhRZkdCOC0tWHF5OFYyQy10aXdnQk1fV2U3NWlEeXRkWHhPeHBrQU1yemktdXZUcG9CWEJnVU5pSTFaWjhUS2toZUJsOE1xa2E2Zk9UMEJyVHlWaGd4U2l2b3ozMXNlQ05DZW1mQXFGRDVTT2pDUWJnY0JQZlcteFVkeE9zVXJ3T2RLc0VTNTNDTGZlazZVSnotWTdqV000V2p2NUpEVG0ySlNiSVlHdEgxQ0xfUGM2QmJFeTNiODlFc0xPaUJXLURH |
Hey guys, does anyone has a collection of materials to study and understand how to process audio and use it for Machine Learning and Deep Learning? | r/deeplearning | post | r/deeplearning | 2025-03-29 | Z0FBQUFBQm9DbVhRYTd4d1I0OWdyUEM4TUZpZ3U3bmNtRGs3aU1QbF9iMXJYTWxmSERaMDE0LVVwY3c2ZjN4SzVKdzNzZGhSXzMxMW9LLUU4c250anhsQmlGVmltT0EyamZycEVGbW5DeWwzUVFsRThCRDdMSTg9 | Z0FBQUFBQm9DbVhRV1ZyZERjRHFpNnBleFQ0TmdVT0RpQXJkSTFfMG1uSFFCWmhfVmwwTjYyQjhzMk9nTXI1QTVYSmV2TUdGNzEtUzJUdzRONXF2ZmVRMklIWTJibHQyXzU3ejdHSG5JYW93UEQ4N2JHT085VW13WDFzVTNqV3p5VGxSOTRaRHYzRVYycENuZG14YjlUVjU1cm9WQXZoT29FWENXekhGYkJkaWg4V19feTlIaVI3dVQ1WDFSTGhXWDB1WHNVNmEtY1cy |
Hey fellow devs! I'm conducting research on what makes immigrant software engineers stay at or leave their jobs, and I'd love to hear from you if you meet the criteria below.
# What's this study about?
I'm investigating factors that affect job retention and turnover intentions among immigrant software engineers. The tech industry relies heavily on international talent, but we know little about the unique challenges immigrants face that might affect their decisions to stay or leave.
# Why is this important?
* Companies spend massive resources on employee turnover
* Immigrant devs face unique challenges (visa dependencies, cultural adaptation)
* Understanding these factors could help create better work environments
# Who can participate?
* Software engineers who have immigrated for work
* Currently employed or employed within the last 12 months
* At least 2 years of experience in software engineering
* Education and work experience from different countries
* From diverse geographic locations (looking for varied experiences)
# What will participation involve?
* A short demographic questionnaire
* A semi-structured interview via Microsoft Teams
* Discussing your experiences as an immigrant in the tech industry
# What will we talk about?
* Your immigration journey and experience
* Cultural and social integration at work and beyond
* How immigration status impacts your career choices
* Factors that make you want to stay or leave your job
* Work environment and team dynamics
* How your values align with your company
# Privacy and Ethics
This study has been approved by the ethics board of Dalhousie University. Your information will be kept confidential, and you'll need to provide informed consent.
# Interested?
DM me if you'd like to participate or have questions! Your insights could help improve work conditions for immigrant software engineers worldwide. | r/softwareengineering | post | r/SoftwareEngineering | 2025-03-29 | Z0FBQUFBQm9DbVhRdi1PSVJsaUF6eVU1ZTJzdkxUcHdidGEwV1NYZ09kbEhFRFZma1ZHZzR4cTBWcnlkaEl4Z2N2UFJtWXdyQkg4SzlkSFprNVZqT2dEcVh5V3RvSTVSTnc9PQ== | Z0FBQUFBQm9DbVhRMFdlakY3emNmUUtHWDRCakl4RFdpaXRPZi1JTnFDVnM0WlB0MmZEblhiRDFqWnRpbFRQYjdKbGRITWpTLXNtTmoxTHB4bm5VLWdPVWV5S1hVRlRtU3paVndKUW0ycHBwR0ZHT2hDQ0ljRnZEbkI2SmNsMEIwNDhBRW40VlpORWVSMVZ2NURNSUR0ZDh4RlVWRWdqMnpZZkVxekhNcWhhZ2x2SGoxdll1MHR4Q3VNV2NZLVdzai1QV3ZoWDVfbTlSQ2c5eTBQZll5QTBMYldlM3RJcENjZW5lWjNfaVh6UmR6NnI2NUM4RXM0Yz0= |
I’ve come to a painful realization: I’m trapped in a toxic relationship - with Crypto.
It doesn’t scream or hit. No, it's subtler, more sinister. It erodes me slowly. Day by day, it chips away at my confidence, bruises my ego, and leaves me questioning my worth.
And just when I reach the edge, ready to break free, it whispers sweet promises, glimpses of glory, flashes of green. A high so intoxicating, it feels like love.
For a moment, I believe again. I see the future we once dreamed of. I tell myself it can change.
But the fall always comes. And it comes hard.
Mocked. Broken.
Yes, it’s true. I’m not just investing anymore. I’m entangled. Addicted.
I’m in a toxic relationship and I don’t know how to leave, because I'm literally only half the man I used to be. | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-29 | Z0FBQUFBQm9DbVhRU1NVV283SUUtRGRpa3JWN1N3TXJaRUZsZW41Q3BUcnh2OUgyVm84ZnJNZERKMi1HQW1QeFA1QVJjRUFqdUlBd3Y4Y2g2M01nTnNmTEZNaGE2dWlfVmc9PQ== | Z0FBQUFBQm9DbVhRTFlrVDdtOXRpRnhfd0tUNVhhQ0FZTWRRcHRFYzFMQVVWZVRRejlSM1dQZHY1QUpLczdQVkUzNGI3bTI3aE82aWNqRTBMenZKT2JFYWZRMWJyNEhMZE5HaWxJYUtxN2FyYkdCeVVQcG5DdGs2cWI1Z0dKU003elJaeHVHOUp2ZjJqU0lrN2NBT19qZ0I5WXFpalJJTU9WUlNQS1hVVGQ3YWNoMEhtZFY2RjFZaGtiS3JHaVVZaXJHc0RRMzlMeFVIV2dwVDFlR3hDLVRlc2NjMlVSTjBUUT09 |
So I been following the AsRock sub since I bought my setup a little while ago, I ended up with a Gigabyte X870 wifi 7 elite which has ran absolutely fine since I got it a few months ago. Anyways, I been following this dead chips saga and witnessing AsRock continue to deny they have done anything wrong along with the users in their sub who keep recommending these boards to poor customers who end up with a dead chip within 3 months.
Just in the last 24 hours there's FOUR dead 9800's.
[9800x3D dead on B850i lightning for no reason : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jm01gg/9800x3d_dead_on_b850i_lightning_for_no_reason/)
[9800x3d dead on B850 Riptide? : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jmhtzo/9800x3d_dead_on_b850_riptide/)
[Dead R7 9800X3D : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jmo3wj/dead_r7_9800x3d/)
[9800X3D dead on X870E nova : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jmigv5/9800x3d_dead_on_x870e_nova/)
That's just the last 24 hours. There's hundreds more and it's always after like a month or two possibly three. What pisses me off is people are spending 500 dollars on these chips, and getting recommended these boards that are without a shadow of a doubt killing these chips by some kind of overvolting situation. AsRock has denied any culpability in the matter and are blaming it entirely on AMD, meanwhile if you visit any of the other brands subreddit you won't find a dead 9800 post a day that keeps the fucking Dr away.
It's really agitating to see their users continue to deny the reality. Gamernexus needs to dive back into this situation because it's really getting wild.
I could post a dozen or more links easily right now. Stop recommending these boards to people for everyone's sake.
EDIT: Gunna update this thread with new dead AM5 chips here's a brand new one after posting this. Also want to reiterate this is not happening on other board manufacturers. Just AsRock.
[Dead 9950X3D. Red & Orange LED always on : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jmskxv/dead_9950x3d_red_orange_led_always_on/)
[Asrock Steel Legend X870 doesn't boot : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jmqo4n/asrock_steel_legend_x870_doesnt_boot/)
EDIT: another one within the last hour
[Compie shutting down after powering on (9800X3D & X870E) : r/ASRock ](https://www.reddit.com/r/ASRock/comments/1jmwqic/compie_shutting_down_after_powering_on_9800x3d/)
[Fried two b450 itx mainboards : r/ASRock ](https://www.reddit.com/r/ASRock/comments/1ji0ton/fried_two_b450_itx_mainboards/)
[ASRock X870 Pro RS + 9800X3D + DDR5 won't reboot properly — stuck on red/orange LEDs, black screen, only cold boot works : r/ASRock ](https://www.reddit.com/r/ASRock/comments/1jl0bal/asrock_x870_pro_rs_9800x3d_ddr5_wont_reboot/)
[Brand new build getting 00 on motherboard display on first boot : r/ASRock ](https://www.reddit.com/r/ASRock/comments/1jht54s/brand_new_build_getting_00_on_motherboard_display/)
[Another 9800x3d dead, nova X870e : r/ASRock](https://www.reddit.com/r/ASRock/comments/1i7w60n/another_9800x3d_dead_nova_x870e/)
[Brand New 9800x3D dead : r/ASRock](https://www.reddit.com/r/ASRock/comments/1iegh2w/brand_new_9800x3d_dead/)
[9800X3D Dead - ASROCK Steel Legend x670e : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jbocvb/9800x3d_dead_asrock_steel_legend_x670e/)
[Did my 9800x3d die? : r/ASRock](https://www.reddit.com/r/ASRock/comments/1iu4d4m/did_my_9800x3d_die/)
[Issues with 9800x3d - B850 Steel Legend Wifi : r/ASRock ](https://www.reddit.com/r/ASRock/comments/1iv60nm/issues_with_9800x3d_b850_steel_legend_wifi/)
[Another dead burned 9800x3d on B850 Riptide WIFI : r/ASRock](https://www.reddit.com/r/ASRock/comments/1j0by1z/another_dead_burned_9800x3d_on_b850_riptide_wifi/)
[B850i Lightning WiFi with 9800X3D not booting anymore : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jc6lxy/b850i_lightning_wifi_with_9800x3d_not_booting/)
[Asrock 870E Nova killed my 9800x3d upon updating to BIOS 3.20 : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jk23uv/asrock_870e_nova_killed_my_9800x3d_upon_updating/)
[AMD 9800x3d burn-up w/ ASRock x870 Pro RS Wifi 3.15 : r/ASRock](https://www.reddit.com/r/ASRock/comments/1iyvwe5/amd_9800x3d_burnup_w_asrock_x870_pro_rs_wifi_315/)
[next 9800x3d died. : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jchx4t/next_9800x3d_died/)
[9800x3d died after a week on B850i : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jcirgl/9800x3d_died_after_a_week_on_b850i/)
[Ryzen 9800X3D confirmed dead by retailer, was in use for 3 months : r/ASRock](https://www.reddit.com/r/ASRock/comments/1jagzyo/ryzen_9800x3d_confirmed_dead_by_retailer_was_in/)
[9800x3D fried from B850 RS board : r/ASRock](https://www.reddit.com/r/ASRock/comments/1ixf26b/9800x3d_fried_from_b850_rs_board/)
Also somehow comments with way less upvotes "supposedly" showing why its not AsRock's fault are at the top meanwhile comments below it have way more upvotes. I will keep updating this thread.
EDIT #3 The AsRock Defense force is out in stride. They are downvoting everything. Listen people. I don't buy based off brands. My old setup was intel and Nvidia with an ASUS board, and my new setup is AMD and AMD with a Gigabyte board. I have no stake in this game. Seems like there's something going on here. | r/hardware | post | r/hardware | 2025-03-29 | Z0FBQUFBQm9DbVhRaUN1bHZ4NEViZ2dGT0RiUHFZNi1SQWM5amN6NGxEUXJvbEx1SlpENnBMQ042bFVLMHN5NXNlRmQzY3BZUmZVY29faTdxMmg4N2dlSmpPblFoM3dYOVNDajlaVXl4MnpiMHQxSDhuYkp2SEU9 | Z0FBQUFBQm9DbVhRU2ZuaXNWVHhhWFV6TW83eGxfU29QUWtwWk1QQmdrRkg2b3RTWF90Um9RY0FEOWowbVA5ZV9YbFVzdUFKaXN6REdGSHNjd2ZaLVEwVnpOMHZSdDkxU1h1SmZIa014UDVIMDBDUmlnUDg5S0RBMjlxV0VGcXdmdEVHQW4tbDBmOHlUNlEyYlFxUFBYbVVSZ2R4VktxRzNLRm9OMVJRVGpOV1R3Q1JlM2xVSkFPVVZVdTg5V0c1QjBzNkZsa3RLNzlC |
Long story short I graduated May of 2024 and decided to do a Co-op with F500 company. They really liked me and asked me to stay and decided to give me senior title because the salary I’m asking is above the pay range of junior. Should I state my senior title in my resume or should I lie saying I was a junior?
Edit: Thanks guys, I’ll leave the senior off my resume for now. We are a relatively new department in the company so the title is all over the place. My current title is senior data analyst to fit the salary range I’m asking, even it is not a lot. My job mainly involves building data models/ leverage ML to solve business problems. My manger said next year they are going to adjust the title again so I’ll have “machine learning scientists” which is more fitting. | r/cscareerquestions | post | r/cscareerquestions | 2025-03-29 | Z0FBQUFBQm9DbVhRY3c5RUtPVlJTVnlSSlhhcG1NeUJiOHgzVXlWWF82UGRhck9fcFc2Tm93YjlnQ1V0dmVUeERzWmpESEVsZDdETVRnNU5iUDlfUkhwdUtTclJrUFRKcFE9PQ== | Z0FBQUFBQm9DbVhRSEtDc25nbjFZMjZDbEl2bC1HVl9VUDY3QmhXMjhuNjFVS1E4TTU5TTBHOWhYSXVzQmQzM0lQbF80V1g1SDU1SkU4dFU5bTZOSEVrdTlhaFJtQlVEZ0hJRU8zMXF5UGJhVzY1eVdqN2lnajZpNE91YTBKbThXOTJpU3o2T0lLTzlxanJhc01fNzQzaEdLeE8tLUxFUUFwRko3YXFLSTlBZmhNbTljazc1Yk5sVlREcUllellENVRwdkgxcXBkVHJjSHozN2JVWm9aR2NtdTByOFRyMXZiQT09 |
With each passing work week in my warehouse job, I hate people more and more. They’re lazy, loud, and all around evil and despicable. I’m tired of coming into work every day wanting to put a bullet in my head.
I want to move somewhere where I can be alone, and work a job where I can be alone. I want to be unbothered.
I thought of doing archive work for like a museum since I have a history degree but there’s no money in it and no demand for it. | r/careerguidance | post | r/careerguidance | 2025-03-29 | Z0FBQUFBQm9DbVhRcFE1Y3BDc00xOGRyOU83blpPeHdFNXdmdTNHeVBqZ2gzZ09HQVp3V0loSmlBcDlMS2ducGsyWU5JSjZrNTFFN1p1ZVlpUjRqRkNkSmRwMDdVZ2dJb2c9PQ== | Z0FBQUFBQm9DbVhRLVZlV05wNmM1ZmZjQ29MUDQ4VlNvdTFjbHBxZWVFc3RiQjZlaWlfUnF3d1B2a19HZzRaSDRpYVkxNlhxMlZMVTItQkhMOFBjOHV5R1NRNU5HV004WW9hMUxHSDhRZVA5WldWQlROSkpRdHRCRDV3OWFqVFhSdlNwV2dqZC1OUVBMSDh4WDBha2RfVGFuVXl6RVR2NTM3S3IyQ05zQUdjM19FUFFzaEl4czBoZ1B0MldnSmVmMGZaTEp4WmlwT095 |
I don’t know what to do with all the bad news so I’m trying to donate to charities that do good work in areas the US fed has cut funding for. Feeling like my family is doing well financially right now while so many are hurting. Before January I use to mostly just give to my kids schools/sports/activites. Now I give about $25 (alway cover the credit card fee) a month to:
Amninsty International
Earth Justice
World Food Program
MSI choices
My state’s food bank
There are so many good charities out there and I don’t feel like I’m doing enough but I have no idea what other people’s charitable budgets look like. If you are feeling financially stable how much and where are you giving money to?
| r/liberal | post | r/Liberal | 2025-03-29 | Z0FBQUFBQm9DbVhRNUJUekY3ckdWX1VtcndEU05aQkx2d0luNlI3Y1E4TUNQRm03SXNvdWdWTmh4aFowLTNMclFUSlNTMHVnajJYWUdKZnB2S2E1d0NlcDdHVWs1MjluN3c9PQ== | Z0FBQUFBQm9DbVhRUXF6eVVTLUlKbGtSQlhFMjdGUFJLT1hiaHQ2cVlVNmE5a19CSUZidmdZdEp5RHBDSmJ4TFFoTV80Tzd0WURZRkVjX1Eyc1NPSzYydHN3VG9GWjFUWVlCMFlXSmliUUV4SEt5WldQc09nbTJLb1AwUU5VT1p3QUREVzY0blcyeVJ6MHFhY25YcVZHbWVVNGJEb1hFVmFCSklILU15Z3F4SS1nWkpiMEJHSy1DYlRxOWIwampJQUtITlRpT0VRenhlQ0txTEVfX1VpTW5GMFBWTXRxZTdsUT09 |
I've been looking into setting up a private LTE/5G network, and I wanted to share what I’ve learned so far and get some input from those with more experience.
Here’s what I understand I’ll need:
* A Core Network (ideally a 5G Core)
* A Base Station (eNodeB, gNodeB, or ng-eNodeB depending on LTE/5G)
* Antennas (depending on the base station setup)
I also came across **srsRAN**, which looks really promising for getting started. The idea of using an **SDR (Software Defined Radio)** as a small base station is appealing since it's cost-effective and flexible for experimentation purpose.
For now, I want to **start small**—using SDR-based setups to test and learn—before moving toward a more **real-world deployment**, ideally using **unlicensed spectrum** to avoid any FCC-related issues.
If anyone has recommendations for:
* Hardware (SDRs, antennas, etc.)
* Software (open-source cores, RAN stacks, UE tools)
* Good starter guides or tutorials
| r/networking | post | r/networking | 2025-03-29 | Z0FBQUFBQm9DbVhRUDJaeHVNWVZ3S1JGZGk4dEJVWHU1VDJnTFZ4dnRoVFhXSE5hd3BqZUJKTDgyX0FoNDFGU0xnenlVNHdrVEh6TTNJR0JFTUp2Z2hjZGp0MUhYVHh4ZVE9PQ== | Z0FBQUFBQm9DbVhRQnFxZnBBNTNZZ3lxZDdMTjh5aGM1dXY1ek1QbXR5bkx6dFNYem5jc1NvVENIa3d3LWZYeUxUcVFXZUgzamhuM2pYSWx2ckJBbDVzQmFEUkIzZUdDT3NoQjMwMmU3TmJpU1Q0ME5yMVBVQ2QtSVR5aVlDSTRPdnM5QWg5UGhtUlUzR0NPYXJ5SHJPR016OUNLeG82MG1ldEp2UXdHMTI2MEdLaTFJVkR2WFdVPQ== |
If I understand it correctly UUIDs are 36 character long strings that are randomly generated to be "unique" for each database record. I'm currently using UUIDs and don't check for uniqueness in my current app and wondering if I should.
The chance of getting a repeat uuid is in trillions to one or something crazy like that, I get it. But it's not zero. Whereas if I used something like a slug generator for this purpose, it definitely would be a unique value in the table.
What's your approach to UUIDs? Do you still check for uniqueness or do you not worry about it?
---
Edit : Ok I'm not worrying about it but if it ever happens I'm gonna find you guys. | r/webdev | post | r/webdev | 2025-03-29 | Z0FBQUFBQm9DbVhRbEduV05LOF8xcUpHbGlVeDJHY015SGFuUXJKWEtZWHY4ckZ2ZmtPaDVjR1AySzFmMVJPdXB0dkJVeUM4NHRTME1Eb0dseG44djJLXzYyOXk0dnJjdVE9PQ== | Z0FBQUFBQm9DbVhRcl9kbVNvdjduYTYzMjVPd0UyZXZzbEFqcHg5S2xnYVhJdU5KZVR0MGNwNFA4LW52Y2VNdWJ3Mk5oNW9MT3JscUExS0xWMzR6UjhlV1pTWElUcExXLWdBVVpSSHJ3WjBUV2FrRmx1Mnc2SVo5MVotOGVfRnowMnM2REdwM0ktd0I4eE5yM3k5UV9KNUdDSUNsVnNUdHZSQkdreG8zUlN5eWNKYnRrZGIzb3hNPQ== |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.