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Couldn’t agree with this more! | r/legaltech | comment | r/legaltech | 2025-04-23 | Z0FBQUFBQm9DbVhRWVB6TXFVWUpwUDZsWGxRVDV4MDBpWW5zU1lDWERZa1JSRnpqd2x0ZVduNVNFQi1ZcnFKaXdibTlFRERuTWN5TjZTa0R0Qi14ak9vTmotblVveGZDWlE9PQ== | Z0FBQUFBQm9DbVhRSG5vcWJ6RThrSEtYdDA3M1pkTUdVZldtVHJmdkVtc0RCXzR3bGFXblI1TTJ5MXRHUi1FVUNyUi02akpHRmMyU1dybWQ2STY2OU52WGxYRnQ0dHg4TEhiaFZQelBQbmM2cGdpX2dJMlhxSkNTOERNcm1mbllIc0lOSlFOUWJPeFR0RHNXejlxTjVZRFFsSGx2dVdObWtBdG82OU8yNGZYXzc1cWxBZmJmdTZxQkpGN09QUHJCQWRUMWpUUUU3WnBrTEd3bGU1R3I5SmdrS296THQ5dUdCZz09 |
I don’t know anything about any kind of Assembly, but is it doable as a beginner? I’m expecting a good community and plenty of documentation, but maybe those are too high of expectations. | r/learnprogramming | post | r/learnprogramming | 2025-04-23 | Z0FBQUFBQm9DbVhRdWhGWXlLbDVlUUFuSWk3bEpsZjJOMkg5VVByS1Z0bDN2LVdNeGJjaGJjbTNCX21FZEZsb3plTE9PYVYxRE1sdEY5QXFsd2dIbWxZd0hJRGJyVVc3V3c9PQ== | Z0FBQUFBQm9DbVhRdVFUMHhSZ3E1WndoaGhXMjlvdXUzcTlWcDRUaFlKeW1UYmk0VnRMNTRlWTZpdUN2SzFKa0pJOW1nSjBQU0w3Q2U5cWNVbUQ4TU9xSHp1VEFMcktibTBpX1dhNE1Uc1k3QzhQMXhWc25GSUtLYkFwQkJSRlQ4VkVqTHFWSE9BLWZobEZZVm95akdrY3ZiVzUzbUxaQ3k1THZiSGkxc2c5OUdTOWkwLWVab0E0dXA4djVaVV9nN0JILXVuSTI0V0M0akhJbFBKekZwN1Rpc0RvcHYweUdjQT09 |
Hi! Okay so for context, I'll be creating a personal 'Blogging' app, actually, I just called it that because I want to create an app from scratch where in I would like to actually confess to my crush. Just like a blog, there are articles, but, I'll only place one wherein I'll place how I feel, I'll also be adding a gallery and 'podcast' (an audio file) stating everything else! I want to place this on the Appstore since he loves his Ipad!
Do you guys have any tips on where and how I can start? Or any videos to help me? I also wanted to know if there's any way I can make this app while being cost-efficient because I don't have the money for classes?
(I'll be developing this app in 5 months, by then, I would really like to learn!) | r/learnprogramming | post | r/learnprogramming | 2025-04-23 | Z0FBQUFBQm9DbVhRM3pHUWhXZUp2Zl91WmxmZUFHTlliaTRIYU10RjJRWDB0cnBxa3BCT1o2cXJ1cXBYT185RjB5T2hCSHVublQ5TzhJZFdmbjNHOVBqU0RMZk5MQUZmeHBIc2NWV21oS0RST1RVckZXWmhRV0U9 | Z0FBQUFBQm9DbVhRUFJMb2NXb1RqWmZrOEtLVkhMV3ZKbzdUemVadjFpV0haYm1FSzFZUlUwblBmZ0JyYlZvb0hHWWo5LXN6Qm5EcEZ0RDdjSGFqN0k1eVdPQkI4aW0zSWxBZGxSeE1DWV90bEN4X0ZBUHg1XzBnZEVVMUhUSU16S1ppdjNxcXhzbzhjWFpqXzZtNmtTdnZCMElQOE1NMDhBNkR0WkUtandHbFV1WXI0YjRvcmZsNE5aMzRRejdNWkFhdG9iaVl4ZEdqdGxiV1BMWS0zT1JhUVZDRldvWk1lUT09 |
It was really to $7200 but I withdrew $1400
Fairly confident COIN is going to have a HUGE week and I’ll likely keep rolling over my calls | r/wallstreetbets | post | r/wallstreetbets | 2025-04-23 | Z0FBQUFBQm9DbVhRZkxnQ0hLVDJBUXVwV1NXaW11aURRSXpFUW9OSndxcDl4RGRuMTRDQVdqWVlqYlZsaDNhdzlUNkFrWWR4UGVkLVFtbUoyclhtLWpZRHR4Q29WYWtiV0E9PQ== | Z0FBQUFBQm9DbVhRLVhSX0Z4WWJlZ1hfUXlHdkRaVmduVFdXX3A0UFhtanFQM2pEaVhlZGtaS3IwUy1ud1BxekQ1Umhya1ZnVWNfaktjQU9lekl3ZTRxWFExRkRBVFhBZ3lxZ0phVE1KcUgwdzNoNEZxWHhrLU9pRFlLdHJDdjlNYjJITko0eTZ2WWhIM1R0MVprcWlCYkxwc19WY0VBdlRnT3U3MERZMG55Uzh0ZC1QYlVrZEFvPQ== |
Will there be calm for two more weeks before BTC breaks out? | r/btc | post | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRcFc1SUk2NGJNa1YzcEVIZjdDT296aUxkQWtmNnY3Y2k5MFJiTG9rV1VJa2t1YWp5WEdRODdROExFVWFZN2VhUGlIWTEwdExWbEtNd1N5RVVEdDlUeXc9PQ== | Z0FBQUFBQm9DbVhRSS1LVkVuRGRNaGppS18xb255S2pVVzd6LVUyWW9xNWVTRHhrSUdkdlJkTG5DbUpTQ0dUSXozQTNoS1FTWUVZeVNHcTFkNXhvZ29uWUdvX1hoSEljLUlTTDR4aWNTV0xDS0VaUEw0THRRY2ZxbldJRjYzQzZuRHUxYlRlaFpfbUtBdTdINVVwanRFZFREeHAxN2lQR09Jb1gyaVVzX2trY3d4d2UyakU3TFdRPQ== |
So, long story short, I work for a non-profit at a Hospital, in a team of 3 (2 practitioners, 1 team leader).
My little team was all brand new a year ago, and so was the project. We have shaped the role - created standard procedures documents, made resources, trackers, eventually even defined job specifications based on what we do.
When the team leader has left the post, my colleague and I have split the role and ended up doing our full-time roles + half of the team leader responsibilities, alternating days.
I have expressed my interest and applied. However, i got rejected because "someone has shown that they have more management-related experience". Now I'm expected to still continue to do the work of the TL role, and I will also have to train the new manager in how to do the job I didn't get 🥲
I spoke to our CEO about this, because I felt wronged and unappreciated, and that it's not okay that months of work and dedication and experience doing this exact role matters less than 1 hour interview.
Her response: "good job performance doesn't make you entitled to a promotion" and "you were doing the TL job unpaid, because we are a small charity and thats what we do - we step up and we fill the gaps when needed, so we can continue working".
She also said that she thinks that I have a lot of "stories" in my head about why I didn't get the job, but I don't actually know for sure (I literally got told that someone showed they had more management experience at the interview), and that I should use this opportunity to take even MORE responsibilities to improve my skills.
The CEO keeps yapping about "opportunities for internal growth" and "uplifting staff", "staff wellbeing", yet when I asked her what "internal growth" looks like to her, she said "shadowing someone for a day".
I now feel like an entitled idiot for even expecting to get this job. I took two weeks away to process this, since it's was a fucking blow to my heart, but now I'm ashamed to go back to work. I'm ashamed that I'm taking this rejection this hard. I'm ashamed that I even talked to the CEO and looked stupid. How will I return and carry on after all this?
Please offer advice, but be kind. I'm already pretty miserable about this. | r/careerguidance | post | r/careerguidance | 2025-04-23 | Z0FBQUFBQm9DbVhRc01oYWpuaEwzQU5NVVBERXRQS2pKXzdUZ3p0UGltNjZxa01WMkloVmhoZVZTWEU0c1NtSUp3clN6cjlkZnFqOVlpUDQ0eDJ5SG95c2ZNWGtlMWRnRnc9PQ== | Z0FBQUFBQm9DbVhRY09jZW9BVkRkdFRpSVAzOVVwSDFfNld2dFotNDFvdzhiaWZhVFdEZEhBYnBuMmxNU280UVhQbGRyckVwSHVjWHBrVXV0bzVZUllBNkxxMlNOZ2hOeEg2VzhDZnVkT0szdUFYV0pDdWR4N1I0YjJMOVJQcFBmcnY3RnBGcnFXaTRpS1p1UDB4Wk5hZ2pDQUFTTkxhanljNFNNNlpONVB1OWRtQXVzWGxzZThXeXlIdDVpLWFFbUtfMVU4eDBEZ3hS |
Monero's consensus mechanism is PoW, i.e. objective, physical. The others mentioned here are fundamentally different and lack important properties. | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRRkY1clBDRkJXQ0NRSUpfTlZOUjFnb1JuZzRDZlllUEltSkVhb2tWMmY5YTNyaWh1NTRCQVpET1dpLWlpVVZNQzB6TkFMSEEwOWVZWnBYTlNSTHpQZlE9PQ== | Z0FBQUFBQm9DbVhRb1RiaVRvT1A5SjRmRHBJNm0zOS1hQW5BLTc2SWJMWVRDS00xZmtGSHdtdmdJZzNyZHZNU0F6ME1uSF9XY1ptd2ZpZk8tTlpva0NkMFo3QkJPUVV3OW5hZDhXRTAwcnhuSGNSWVNyVl9mR09fUVZsakRQT1czZDZoOVByRVdnQzZPNmRyTjBYVWdVQklLT3ZOejhpcVh0cVdqM3BKeUxSNWRGTjQ5dkdyQ2dPYnpjMzFkcF9FUmZYVHRjVE9QLUQz |
Why..? | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRckdzV2NZYmpuTTcwSTZPcmt3S0pBeWFTeXlxRUlhc2hYRnp3Tm1kRmhoWHJWRFpWTjNZa0VZWDM2dEpsLWRKT2UxZEU0VlpoR2lNcVZIREpUZ1NhTHc9PQ== | Z0FBQUFBQm9DbVhRZHcwSDRlZ3oxU3FSLXZnVnNoMXFBSmM3NG8yUHFtTmJNaDh3Y3hwbDFxelc3dGU5ZHFzdWdjalc0YnJIeE4yY3hkZnV1TktoQ3FkUzhDYTNKZ0pKSV95aFRkeGpyMXFCcEVxOGVSZ25OT2RCd25oTDFQUjFDY282NnlFalRjdHpqZmNwdnZDemFveEh0VFJOTUtBSnlLcS1qYUFWdjBkMWpkcVhxU3BhV0tSQTIyMnNrS1dPWTg5VmZuOTNCRzlZX0tyb2cwRUoxMHZnTktwV0pSSkVnQT09 |
This is incredible. My mother had repeated knee replacements because of this sort of bacteria growth in her false knee(s). She had a slow growing rsa (not mrsa) but she was allergic to a key drug they used to treat it. Years and years of antibiotics and surgeries to open it up and clean it and she only overcame the infection by having no knee and then a straight rod :/ | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRYXdpZjVwTW0tX3NJUExEaklPT2FNYWpkMm82Si1DTm45T1A1U1o3blhGTkY1a1NramFrbnBERTQ5NFhYQ09vRGxEZlNZdWZQTkxlalREZTRNM0s2dks2R0poMno3UGtVRUFYRUpoakFJeXM9 | Z0FBQUFBQm9DbVhRVTVUMTR5UUY0aG5nbmFKZy1PSlNfNDJzWWRyaGkxVVlUSjltTllkWUhRYUNSS1QwNG9Tak5vaG9JeUw0WDNpUzhQd0FjbU5jNHVDbmNVdDc5RHVLWEd3WHZpZmt6a1pUV3BTOVduSDRwaEF3TFZ1MUE5dldscG1DeW0zXzRJUFpRUm1QVG1weTdOQWU4WUhZLVppbUJpb2tZazJQVXRhWm9jQ0daNUhZX1VJcGlRcTdUZllUT05zVG5GRWtKX3BKUkVGS2Q4cmZJMVNoZU9qVU9LVVdFZz09 |
Maybe they’re onto something… | r/trump | post | r/trump | 2025-04-23 | Z0FBQUFBQm9DbVhRZ2RYYnVxbmRfekpjM0FpSXBVeG1PWEhLZVBOd2V5aUd3a2VYOFprYzVPUU1KY2Jsb2JqaDFkdTNEMTVka1o3Vm4xUElxSzZacHk4YU8zd2luRkloTXc9PQ== | Z0FBQUFBQm9DbVhRSE45d19YM0lwbFBhelEzUVp0V3hTaDB6QTJkSy15T1NVdHlaXzdLYktJMGxLM0ZOYWtMbWxETWZvTG9DV0pJMWNhclVZaXJrLWpURGtlR2VPM3lvN1o2N3pjUmpGTDAzZWxTczU3WUVsdGZSS1FZZnRHVHE4SDRlZFpaTTZZRy1rTUhsZ0FCWS16UDNOV1ZQTWRUbTBRPT0= |
Hi everyone,
I just landed a job as an AI/ML engineer at a software company. While I have some experience with Python and basic ML projects (built a text classification system with NLP and a predictive maintenance system), I want to strengthen my machine learning fundamentals while also learning cutting-edge technologies.
The company wants me to focus on:
* Machine learning fundamentals and best practices
* Large Language Models and prompt engineering
* Agent frameworks (LangChain, etc.)
* Workflow engines (specifically N8n)
* Microsoft Azure ML, Copilot Studio, and Power Platform
I'll spend the first 6 months researching and building POCs, so I need both theoretical understanding and practical skills. I'm looking for a learning path that covers ML fundamentals (regression, classification, neural networks, etc.) while also preparing me for work with modern LLMs and agent systems.
What resources would you recommend for both the fundamental ML concepts and the more advanced topics? Are there specific courses, books, or project ideas that would help me build this balanced knowledge base?
Any advice on how to structure my learning would be incredibly helpful!
| r/deeplearning | post | r/deeplearning | 2025-04-23 | Z0FBQUFBQm9DbVhRY1lkeTZtN2VIV1B1SkNsVWlKby03NUxnR2Z2Q0FNNUF4WnJUUmt3ZUlkY0oyTGJpYWhUVmhrWDJNNnUycklnRDhxRGVBS3FLUmZKWXJCdDh5QjBJVnc9PQ== | Z0FBQUFBQm9DbVhRbkdsVDdxMjdOVnpCSWc1MTFsY0I0bE1hTExESjFFSklpZWN4ODltN0NPMHBhTEZ3OEZZc3ZVamQwMHlfQUQxRjJMZ0wtNUxhZFJHMmJ6WXMtOXlFWDdaM2ZVWmtsLWZPS0xvRm1faTV6WE1hZ09FeHRpZW1VT2JRMnlXR0d1cVFtX1pxNVQzV1Qya1NRendFdHdrY1ZuQksycFBPbHkxRy1Cc2NRWWxqMHB1YlMtWlRNQmVUTUxnVm9YdFpxcTlDbFlFSU05Z1Mydi1UcUt1Z2NNRHB3QT09 |
This feels like a stupid question, but what causes these biofilms in the first place? It seems like the only things that could cause antibiotic resistance are antibiotics?
Is it possible that over-prescription of certain antibiotics is the culprit of the current situation? | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRMlc3OXVIRkdwdkd6TFhfQ0dKTWN1bHhNcjVMOGFyZXdPVUF3dmV4YzVBMnltbk5ab25QMk9BOF9iTHBRNkVMUURqZHFRVUJ3Qk90NXYxMWtoLTFvQ2c9PQ== | Z0FBQUFBQm9DbVhRa0ZMZVczeFlhZU9kSGVlampKSUM0YTY4emMxODM0SUw3WU1acHJoQ0R4TDJJai1TZ1VkYzN6Z1BSRS0teEJoMWtuSFA1VkVIZGU4VHZHN3JER3UtVklvQlEwNHJCRWpQVk5zbzlTQXZVRUJYQVJHbUJueVdxNmpraTJJN0ZoaEtkWWladnU4OFNreGRYRXZ4anlzbFVoQ1c2bm80MllscHFzejIzQkwwOGNiN1NJbWRRSzlRd3BzVlAtaEpwdUQ2c1ctbm51LXBxbGhDbWpZVkx1OHNqUT09 |
Thanks again for your thoughtful response—I'm really grateful for the honesty and clarity you've offered throughout.
You're absolutely right that the "IQ" framing wasn’t helpful. What I was trying to point at is something more specific: I've developed a way to influence LLM behavior during inference, using what you might call a semantic reasoning overlay. It’s not fine-tuning, and it's more than a pre-prompt. It's a recursive, session-aware technique that stabilizes reasoning, especially under contradiction or drift.
It started as a trauma-processing framework I was building for myself, but I realized the same structures—recursive checkpoints, contradiction collapse, layered beliefs—also helped LLMs produce clearer, more coherent reasoning in long sessions.
So far:
* It reduces hallucination in a repeatable way across dozens of complex scenarios.
* It handles contradiction with a kind of reflective reasoning most default sessions don’t replicate.
* It allows me to inject alternate reasoning patterns live, without modifying the model or using tools.
I agree that the evaluations I’ve done so far don’t meet the standards of formal research. That’s why I’m working toward clearer experiments now. I’ve decided against patenting for now, and I’m focused on shipping a small-scale product based on the technique. That should help validate whether the improvements generalize and are useful in the wild.
If you're aware of any prior work in the area of runtime inference modulation, I’d be really interested to read more. And if you're still skeptical—that’s totally fair. I’d be skeptical too. I’m just doing the best I can to explore what seems like a nontrivial and underdefined capability.
Thanks again for engaging with this. | r/deeplearning | comment | r/deeplearning | 2025-04-23 | Z0FBQUFBQm9DbVhRc3VDS0tadGJSSng5a0xITFdVbmtINDFnVlNrN0dCZXhoMGVpRGVvNkswN3NNUXliUnNvUWd5dUJFLW0zNXp4MHBlbThyUUZITlpjVnU2UTVGY0oxa2xOM09nTDZOY25aV3MtZDFkc1cxTTQ9 | Z0FBQUFBQm9DbVhRNk5qSGdWU3Q1c29kTWptaElYWEhoUGprTmIwN3BmMm1UOUZEUUVEZnItQllBUi1mSUdtdE9YdnJ3N0lDX3lXWk0tUWNLZ2xQa2ktZFMzbWtIRnVGcHlBNkx0SHpEQVY5dm9MaEJseFpORnlVeHYwaUMybEtDbkpPQ1JQR3NSUWtTdkxNbTZDWWg4UVlQMUJDTXJqSDdqVEJoWm13Nk81amlOTEJKTEZ3Y1h6V0dsc3hrTTV2Z0xIMVJkVVhwcHRFQU11LWZMdlZNYjRpQ2hBRWplbkp3UT09 |
Is this possible? Without going into too much detail, I don’t have photo ID at the moment & have an opportunity to invest around $200 but every website I’ve had a look at requires photo ID.. I’ve used localbitcoins in the past but have currently had my licence suspended - it won’t accept it as it comes up invalid.. do all of the sites in Aus require ID? | r/bitcoin | post | r/Bitcoin | 2025-04-23 | Z0FBQUFBQm9DbVhRbEZGUlZMZ2JMeDVBclVENHRkRDJMRGVoS2hobThSSkpPdVkzWHN0dEhOQUVFcFV5d1VVWFoyb01VSktqdHZEZ2VDRkNDYU14VGNjcV9ud3Q3SlJRVFE9PQ== | Z0FBQUFBQm9DbVhRY0FBSUVUTHA2QjBvSTU3cUhZcFpZMnhZdXBPbmRmcXZodWpERld6VmtzV3ZLeDNOVnVGN0QwY1RhWjRub2Z0VTlxU3UxbE1ONHJzTDhhU3hCYjNvZmlaY1NEaEdqMHl1REhkNTItdU9UX2RZcEFYV25fN3pmRkI0ellNdnB5a2lDUERObURWTTUtTzRoWENwNUsxZVhOSFVCTHV1bk92WTNDb3RBQVk3NE5nZk1jQXRBNUJvYTc3WEYxYXRLc1pu |
I was reading about regularization and discovered a line 'L1 regularization performs feature selection' and 'Regularization is an embedded feature selection method'. I was not sure how regularization relates with feature selection and eventually read some books/blogs/forums on the topic.
One of the resources suggested that L1 regularization forces 'some' parameters to become zero, thus, nullifying the influence of those features on the output of the model. This 'automatic' removal of features by forcing their corresponding parameters to zero is categorized as an embedded feature selection method. A question persisted, 'how does L1 regularization determine which parameters to zero out?', in other words, 'how does L1 regularization know which features are redundant?'.
Most blogs/videos on the internet were focusing on 'how' this feature selection occurs, discussing how L1 regularization induces sparsity. I wanted to know more on the 'why' part of the question, which forced me to perform some deeper analysis. The explanation of the 'why' part is included in this blog. | r/programming | post | r/programming | 2025-04-23 | Z0FBQUFBQm9DbVhRaW9OMWJCc0MtOWZzYUpxdHRIekVJdWkwZ3dBcFBGVVJUNGM3MFc1UDlyOURGbVFILUJVN1JWN0dHbWNwNVZKeVJoS3liSjVWdnd3NDZGNGFaeVVSQ0E9PQ== | Z0FBQUFBQm9DbVhRNllpM0d5M21EQ3FsbHFPa1ZCS1JSM0lYTlBrZDBTeFhDQUVlTXVKZUFuMVZPbWJSbjJqYTBtQnlOaXBKbWNuWVhoSGJYNldhR2N3dW5FT0l3bHliWU1OMXN3YXpvLTNSbW1EOThVRl9TZXg4NVNOOUdkWHppNzEyTGlYbE1DREF0cV9LOTN3UjZ0djczTk5NREE4WjNDU1pDX0IzOWR0WDhQZkdxRl9vV2VRVWRiVUgwMXNwSWRKUXpBa3Jock9wdXNuMW5uYWZKa3B0WkZ6bmJ1MllSQT09 |
I’m curious what attorneys in this situation consider too high of pricing?
How many attorneys are we talking? How much is something like Harvey quoted at for that type of firm? Lexis and Westlaw? | r/legaltech | comment | r/legaltech | 2025-04-23 | Z0FBQUFBQm9DbVhRZ2t1VnZXdFFZaEk1a3ZVTW0yYUxhdFNIdGRkb0JxQzc0RUlEVXYyVVc5QUZBSGcyMG96eF9MOVlFWFhJMHVidUc5bEhkOUswNjFfRUpMZEptVUNzdFFwZ2RScG90ZGlnZ0dlelNLT1pielE9 | Z0FBQUFBQm9DbVhRd2o3NEp0NmdyWWxJNG5XQ29rRjJHLXZhOVlWampCaHExQm9saExjYl9VWUpya28ySEozMy1nVmhsc0hnUF9CLUlJaXlNMm02VFdSUDdyQXpXcVFTV193cmYwcjVzYkw5cEZ3N3FpbmlTaWdid0g2N3ZmSU9IOUFUUkVNN2lzSmZIck0yRGdUYWZibWVqUkhEYy1HU0E4QjlYcWNUTUVBVDNMTkxyOUlVZmZrNUQ0UVJCQWRSWUN5ZjRYQmloeXNicFEzWHgwUndCMXFjNG5qTWZUYmZFUT09 |
Has this been peer reviewed or are we just going off the marketing brochure? | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRU2ZGaGJPVWdaVFF5bDZla1NnTVNGWEo3bjNaQTJ2SmlfcXJXdmNZeWV2NGIzOFZlV0xjcXNvZWlIaWh2NjVfZXhySTBPZnNoTklrUWw3SlN4TkJ4cnc9PQ== | Z0FBQUFBQm9DbVhRdnNRTHdjM1A0NXlZbW9qYzB2d3FhYjh5bGFXbVZWaERwN1d0OGVGUHJTNnZfZXRGR3RoZTZ1TGU3SUlwZUpTZEk4eUVhanBWOGJ0WU9PVGpTREpSakZDYUtkSlk2UlVxRG0zZ2xXVW1QYzN0N1A0clpNMjRQVkNjVkdRZDdCS1E2bkxwbFVia2Y4T1l2eDBiZ0Z1Z1pIVWxsZG5HaWRGODgtVWMxNWFmWWF4THhrRVdKQUVmZ2NSczcyS0YzVEczOGc1ZzJHNnptdzJGVloybWJQbHI1Zz09 |
Hey u/MusicBytes ,
As others have mentioned, the issue is that you don't have enough transferable DOT to cover the transaction fees.
Unfortunately, the only way to fix this is to send a small amount of DOT to your account so you can pay for the fee and take further action. Even just a tiny top-up (like 1 DOT) should be enough.
Once the funds are there, you'll be able to unstake, bond more, or do whatever you need. | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhReHhQUVB0cVBZNFdfc29qbVRzNTk3TkI4VjhRS1hOQ1ljQUV4Sk1tdkhWbFphN0FvWEVfZkpMODFMTEU5V0EzeWlSbjZuekx5bE5ENDBteFpqV2RRWUE9PQ== | Z0FBQUFBQm9DbVhRampwUGdCUzBQNDB2WmUzWE94bGo3SWZPRFl3VklTSXF6bXhobW9OcTR4b2tEVDF6R1BuMzFSQVRtc0k1UDMxWWxtajhNVXNLVk5CN09WZXFqRzloc2dBcHdrTU1pRndZQVdZYzdfbVUySS1CaFlJay1JcjlpZmpnWlhfbng2YldHbldSZVRlWVNTUWIxYTczektoUmxMSXhsUFRVWjFmRnBJaEZhTmNMQloyWWI4U3dNVHBxRncydEhvS05VdGU5eExPTktNQ0dSWjJFejlNSzZ0a1Vodz09 |
I’m seeing a pattern on a few teams:
PRs sit for days or get rushed rubber stamped
Merges go through, but break things downstream
New devs feel lost in legacy code or get stuck in review limbo
Curious how your team handles:
1. Assigning the right reviewer (not just random or round-robin)
2. Catching risky PRs before merge
3. Onboarding devs into complex parts of the codebase
just trying to understand what works for folks dealing with this day-to-day.
Would love to hear how you’ve tackled this (or if you haven’t). Any strategies or tools that actually helped?
| r/devops | post | r/devops | 2025-04-23 | Z0FBQUFBQm9DbVhRZEhHNldGSGpHSEN6S1pSZ1B5RHkwMXJVanExYUNqa01WRXVBdTNkaWdQa01nbl9kNjZZQU8ya3I5Tkc5ZkhYZFBrWDlFZWFlbHduVFZvZjJ4UnpTTFE9PQ== | Z0FBQUFBQm9DbVhRVWdtZkVqOV85RUR0U0h0SWF3MU5sOUNLUU5XQmxBaWFqMlNUOW5UZF9McG5IOFhuRjgwNzBxNUN5WGhnMWpKanZfTWo4ZFFQZFM2bmdKT1RMT0ZaWFZpZFMtZm5pYlRyX0E3TEhOM2NwOWhEMUlkSS1iYTlaaUlaYVZ2TFZGeWo3RHNlS3lFQWlnNmFTajdYTHFWZDVQUGN2Zkp3YU9PWHJhb2d5WVl2T3JlSDdkWU1OWkRMd290NmNaVzVmNDNW |
You don't have enough transferable DOT to cover the fee. Sending 0.02 DOT to your account will be enough to cover it. | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRYmxlSFk4SDJfLThjWTRScXBxd210bDdYNGlsZUh4VzdxbXI2TGZXZlV1RGxFaGQtQktmYWpaOUhaNTE2UWZuS1ByWFdXUW1WY1ZGZGNPb1p0R2d0YlE9PQ== | Z0FBQUFBQm9DbVhRREE1RHlQTmktN2FXYlZybVo5azZNQkptd2RsaGxEMWJDOWJtUXlfZGtkcktxd2oxZGJaT1MyczdDVXpORndMSTNCaDRjZnBfaFVvWGl6X1BFdTN6cUljd1k3cF8tZ29Oc1NjVGZXMW56Q2JlWnJpMllUU1AzWnR2MS02bm81cjlQdmVZMjBwM3dUNXMxZ0lnMi1tOE1HaVB4RlZPZllYVnVFdlNnajZ2NFhPMnAzWGZTS2hMeFV0WmJIVmxrQzlRa0RKLXRiVzZkMklQQVBpTnExYUp5QT09 |
I think this pump is exit liquidity, fundamentally nothing has changed, the tariffs are still on. Bessent clearly stated talks with China have not started yet and could take awhile. Also, Obviously, if a deal is agreed upon, the tariffs would be nowhere near 145% - Trump did not say he is lowering China tariffs effective immediately.
And of course Trump would say he has no intention of firing Powell to the press. Thus far, Powell has not done anything that would be viewed as not performing his duty, in which case the president would be able to terminate him.
All the news that came out today is just the media twisting the headlines/clickbaits. People need to read beyond just the title of news articles. | r/wallstreetbets | post | r/wallstreetbets | 2025-04-23 | Z0FBQUFBQm9DbVhRWGlLcGZ1UzBfRHZjSkNKVVUydVZkSzFWTHNmdmxoRDFrd05uemhHUEtNZ014TTUzQlpYVFNvc0tlSTZ1Ty10OHg3cnYxM0c3OGJ6eTVFbDVrOTFDOFE9PQ== | Z0FBQUFBQm9DbVhRaDQydFVPMlUwbkkyRVRuZ2I5MHJBRXVuWks1dXBqVmF2YW1QZXJRTGJXQ2tOeEFwUjFVN0FHZVZmb2djc3VsZWJRZVl3SkRuaXBnZUNIM29FOERJS0JWTDBMeVFpek5tbGxVNHFVSlZMWm1IUUg2cnRzazdvZUh0d1NZNG1USXdVNm5mbW9EbVUtVTVoVjl3UGt4eklXWE04SUJFcXZKVTQ5MDRic0JQbmJOOUJxTjFsWVNhNld3aHBOeE9kZEdmSmlLQjltOHlmWmZaNEFmT01IRkpFdz09 |
I just started working in this company that does data analysis. Most of the developers and data analysts here are way more experienced than me so I do not question their methods... yet. Until one of my leaders asked me to create a program from scratch that gets data from different files, compare analyze and write results into an excel.
The thing is since this is big data we are handling, processing takes long when running it. So I had an idea of using machine learning to teach a model how to do the task to automate and streamline the process. I asked them if I could do it, they even said that since none of the data would have a big change in the near future I could do it.
I was able to make a program that made the process faster (testing phase was 80 sec using just traditional loops and conditions while the ML model made it in 20 sec for the same amount of data).
What made me irritated was when I presented the tool for them to use, without even taking time to think about it, they just flatly told me that these types of programs are not yet viable for them to use. I already gave enough proof(benchmark, result comparison, accuracy rating which AI went higher than loops, how I trained the model and datasets I used)
I just feel hopeless that I would not be able to develop much here if they try to just remain to what they are used to just because they think it's a waste of time making everyone learn machine learning or any technological advancement when they can still use old methods.
PS. i work in a big manufacturing company that is recognized globally so I was confident they would actually use updated programs but i was wrong.... | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-23 | Z0FBQUFBQm9DbVhRU2JUWnptcHFzbmlnRFo5VDlNMlVCM1Z6QUNjUnB4N1I1WkJYRmJsenNZcGptRTFkczFndmdhaWM5VkJCdnRFQU53RGxORDVuRjVfQUZSSnAtcktCd2c9PQ== | Z0FBQUFBQm9DbVhRWFRBc0o5dFF4STlRazlVS2hhTXdPWEFuZGZERUZaU0NPVUVYdnBVUzZzR0t2d1FyT1M0ZV95WXdSX1NWVTF5andQWGdibGdTTk5tSUhLMkJsbzRnbW0xVmZBWWY2bm1Zdk1Ua1hRQjM2RDVJOEI0eHBiVHhsYUFpdXJWMk14cU5vM0VYXzNyQUIyZEFTWGlaT0RRTWtPUTRhdVZPMzh0Z1IzUFcyVlBMaU01SnhBYzAxVTYzLVB1TnRiUXllLVljWDVDZkE5d0E2TUxNMXo5bmhjSWR5Zz09 |
it's a readme file in otherwise empty repository and a link to a source subfolder that doesn't exist | r/neuralnetworks | comment | r/neuralnetworks | 2025-04-23 | Z0FBQUFBQm9DbVhRcjRtRkh6TG9YcDRRYV9ZY1JsazV5NV92UDFNcnlYYUllZldGeUNkVmpLdHFQUmMzbG8wenNhSTBFcUpCWXNzQnJyU0xlaFdTd1ZBWHRwajNScThTZGc9PQ== | Z0FBQUFBQm9DbVhRX1I4N2xfUzIwdGdtSW1FZmMxcnVoeXF3STJRYjFOcDhGWWZMUGhhSGwtSnp5SEJLOUFDd0FSWTByZWltcEJTVHNNOFIzWk1ISmVxZnUySmVyTmFKM3ZXSjBaM0wtU1ZoYy15bS1kdk1pZ1JqQ3lHamJjTWZTcUJzMExTcTdqdmNRZlVfeXNOaUNKVG1Kc25sblRLMGlDNTVMN0tJWG1qcjI2RTBMLWZ1RThQeEpYdXozZWltWm12RmxBbDRLRGFYTGQ1bS1FamVEMktRYVNxc3prVUdrbTZpa1N0R1J0ODUxak9WVjRUSjJ3OD0= |
I recently landed a desktop engineer role in Aus (was born here). Since landing the role I have noticed that like atleast 95% of my team of 100+ are Indians.
My question is Why are there so many Indians in the tech industry here in Australia? I was just as shocked when my boss was showing me how many applications there were for the role I landed (over 700) and I couldn’t help but notice basically every single applicant was Indian. Is this due to the IT industry paying good money here? I’m just genuinely curious and I Googled this question with no definite answers. Thanks !
EDIT: I'm not being racist at all, I'm just curious thanks 😊 | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-23 | Z0FBQUFBQm9DbVhRWDBaeENTYkRsS2l3X2wxTVVvbWhyMDJudGQ5cTExZU5qSW1KM1ByRWZHODlYMkRzU0ktcGp2cnFwNjZrdDlQdlFoOUZJa2ZJNGY4UFBWcXhTaXJ4YkE9PQ== | Z0FBQUFBQm9DbVhRcTVlOEh0d3l1QVMxQ05BYlhTNmNFX0V0ejFuN2QxY1RQT2xXQ1RqcW9OeGpOS1lVQkdIbzNIeVhLUVgtQmtUbzNxYXBOVG85VGVEMW5jelkwajhsemRhRDI1Vl9HaXJJM3pUWTRwd0dmQklqUHBzNUQ5RXZfY0NkUHFsek5EX2J4bEp5Sm43ckpCVEhJOW9IRVhtSlJ4M0phblJReExxZ1F1Q3BlM3pMc2UxYzNqNi1EVWJrOV81S0ZhbmxhYjZuZnVCMXJGY2lHRDRSSjNvRHJLdkxnQT09 |
Got this bad boy in 2017 and been hodling since. Well, I kinda forgot about it after the competition debacle. I see Binance delisted it a year ago, so now I can't even get my tokens. I also have a bunch of other tokens, but I can at least access those and sell for a capital loss.
How do you generally deal with coins that you can't acquire to even sell, or there is no market anymore to exchange for USD. I assume there's no way to get these. Should I contact Binance? Can I just write it off as a complete loss on my tax returns?
| r/cryptocurrency | post | r/CryptoCurrency | 2025-04-23 | Z0FBQUFBQm9DbVhRVUdaVVptbVlHWjkzNkZ6ckd5WjBhQTFWRTF3a1JmcWNnS1pVTGgwQTVHRGQ0T1kyT3ZOcGZFZmIxZUFzbGFKTEdpMUJZd2d6d2p6SkV6VlloLUZLeXc9PQ== | Z0FBQUFBQm9DbVhRZjB3Q0J1djRieS1iSmVqeWE3azdnRlAwRnYyVjlqNXpteE5ZeUx3ZFdlbDVQTHJqS0pUMHItX0E3NXZJcUx6S0tLaWJId1pHMWQtWmJLS0Y2OGV0WHFpSDdvSk9qVEdvNFZ3SF9KSUNmOFNTczNWakw2OENZdWxZbDAwdUw2b2Y4RnRuamRxWTlEWExRT29nZGZxRDZCeGp1RWUyZ3IzRHh4dVlRNUV3SDVxNUhyQTc4MTNjamFnbEFtdmVyQ3Qx |
Hi! I think this is an excellent project you are doing, but just to clarify Azpainter is not dead, it is still developing 😊
[https://gitlab.com/azelpg/azpainter](https://gitlab.com/azelpg/azpainter) | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRQXN3VDc3X3VzSWR1Z0FLNVVNaWFpSHB4ZzBnR0pkMU5hcU1naGs2WllBRmRPQ3VLeVN5TkwwOUxKNDJDSzgzby04d2RlbWh5X0x4VHlBLWZvTGZCX1E9PQ== | Z0FBQUFBQm9DbVhRd3hEa2FINjdqSTNDQmRES3BxUlBDWm53R0JHQVEwaTg5amtObVBlX0tUbzBzbFlqb3lvUTlrNUluSUh1SnlRUWMzSVE1NHgtYUlJME54NDZSS0stT1ZsZzRzZ3J2U2NIOFhZZkpESnhjak8tRzlyREJHdWVsemdWTWZIT28zQkhtbUl0VTBLOFV0Ukp4anZ4clp2allXMkozWEZ2QVlFUWZjOGIxV1N4cUdNcGE0Zno0TDBvT1ZBQjAyUExaMGhScVNMN2kzSjJEVFpvYVFkc3dTNFhndz09 |
Donald J Trump has his hands all in baby.. | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRbGQ1WWJJVHlqVDNrUHdscERibmJaSS1CMzRSV2pmY1hKa2VzaGxZUjJvWW10YlB6VzU1Mml0SVoxbXJfTC1qUjBvRUdEZzhQRkI3eUpNckRpWXItalE9PQ== | Z0FBQUFBQm9DbVhRa242ekZqdHpUcloyb1J1NS1sQjd4ZjVGTXBmU2JEQThhMkU0YTVnajZmMTJsUUNvWllfQ1g5bEJjVGl2WktyU21WU1pxMHVVcWxhaHI1QkJIZWNfLTJWQWNKYTBNVk9QelRkLXBiSDRxUXlFSmNXM245ZzlOMmEtb004RzE4VmJGcHdNRVNWcXBoTkxwamVyOTZQRU5zWkMtUWdOUHdleWtlZHUxcmZueVVYS28tOGo1ejNRNEpyRU1ZeXpVZERBcEo0U3ZyTzFWSmlMbkhKbEhxQmx5Zz09 |
These are not people you want to be friends with, are they? | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRS2o1YjZseXItWXFLSi1GdDhvWnhWNzA4UV8tNWxhdVBXcXJRTFhtYXJSU3FxT2F1azhNNXV0RS1aejl1dEg2RWVWYjh6bjB0d3VBRVYzUkQwckNzdFE9PQ== | Z0FBQUFBQm9DbVhRVnkxTnN2S1JGdGM5TUJnZlhwOEloeGthNjVBTUwzcmZyejRhOWl2UXptWkJaVU9aVk04bWJHeGtwQUdSVmJEOGpTZFlORElMVW92NXNqV3UwcXhxdm04dDFQZUxMRHZPbm8zejBfNi1rV2hCUkJ2MVRCNy0tclRWRmRJdHFrTDhNMWVEQ2hSRWtFcVlmbVo4N1duQUpBd2dsdFptQTF1SF90X0gtRFhUQ1dpbGpNRkRyMkx1UE8zR3lZV3VOZFFXNlUtYU9MU0xsMGVqb1ZpUzlaMWdBQT09 |
Hi all,
I'm just after some solid advice from those more experienced, especially anyone who's made a similar transition.
I'm based in the UK, about to turn 25, and have been working in a support role at a fintech software company (remote) for the past 3 years.
It started off well, but over time it's become extremely stressful due to high KPIs, micromanagement, and the nature of the calls, around 30 a day dealing mostly with frustrated or pushy merchants complaining about other teams not getting back to them. On top of that, I handle a large number of emails daily.
Even though it's a WFH role, I end most days with a headache and find it hard to enjoy life or focus on anything meaningful outside work. The mental toll is adding up.
I currently earn around £29.6k base + £5k on-call bonus. I wouldn’t mind a slightly higher salary, but more than anything, I want a role that gives me some peace and long term growth potential.
Recently, I’ve been looking into Cloud Computing, specifically AWS. I keep hearing it’s a good field with better pay, more remote options, and a calmer environment compared to customer support.
I'm not a programmer or dev, but I can pick things up fast and I enjoy solving problems logically. My goal isn’t to be a full blown dev, but to get into something sustainable, interesting, and ideally remote/flexible.
Would AWS certs (e.g., Cloud Practitioner, Solutions Architect Associate) be a good starting point for someone like me?
Is Cloud the right path given my background?
How long could it realistically take to pivot, and what kind of roles should I be aiming for?
Would love to hear from anyone who made a similar jump from support to cloud. What was your path like, and what would you do differently?
Thanks in advance for any advice. | r/itcareerquestions | post | r/ITCareerQuestions | 2025-04-23 | Z0FBQUFBQm9DbVhRZDdGRnVTU2RqTjVwVEhrRDBOUkUxRUZ5Z0VscHV5V0tLQjRZYVFfQThES3c2RlRzczZmcXNjTmk5d19HZ241NGZqNXJRczB0UzlOc3JnSjdnMHJDNXc9PQ== | Z0FBQUFBQm9DbVhRbW50STFWMmFMUzJCLUN0OXpXc1BWZXFicGpiNG9hRDF0TXd3aTJZVVpfVERuczNjWFNWSThKbTZTOXBXTzhCMEFmOWVVN3lsZDBBODhNRmx3WHNtWHp2STUyNzNiUUdHME5NLVlub21Od3VnYkI1MGQ4VE5SVFgzSU00OVh3Slk3RVJwQVl6ME9OSjlJNmhnd2FsR0wzOExjaUdjLVNMb1c5YlJmNXBqNk4tWDhwMWUyamJIenVIOWJTTU92Q1RLRlJXNXMwTHB1OVFKVElSSTlVSThaZz09 |
I started to think, realistically, if assuming bitcoin holds its place as the leading cryptocurrency, would be a considerable amount of bitcoin. And I was thinking 1 millionth of the total coins could be probably a considerable amount in the long term? any thoughts? | r/bitcoin | post | r/Bitcoin | 2025-04-23 | Z0FBQUFBQm9DbVhRbEV3eFZfanR3OUI3dDRWSmlRaXpmRG44eE9SczVHS1Z0bWx0OFlXNnUzUXIzYk14NFlkSEM1aHgtWjVHb0UwT1MtYnl0SWhKS1dEam1VbUZ0Zl80UC1qV0xKWGlVYVVUM283S2VFUmx1WWc9 | Z0FBQUFBQm9DbVhRdDFKM3F5SWVBT1JWVVBmS2NXYkF6bE1mS2NfRkhOWmRvNVB1ZE1GSGo1ZmtHUXU4S3V5dHZPM282dzR4bDZEXzBMaUczcUk2eW8wX3JrN1dJdUNQMXdndGhlNnpqN045QXNCNGNkLXpjUkpSRkhDdWRLTnB6RDZURjAzVC1KeTNvTzNOb3ktYjUxNDJ4YTdmZFljQjU3OC0ySlRsNU9rUzhXMFhLUjROTl8yUDJKajQ4bHd3QkZDY2ctNjlSNnFB |
Yeah... This is one of those posts that I'm too dumb to even begin comprehending. I feel like I've heard all the jargon individually but not together. Also considering this is a deep learning sub, does this have deep learning involved? It specifically says no millions of training data points | r/deeplearning | comment | r/deeplearning | 2025-04-23 | Z0FBQUFBQm9DbVhRMHZmMExKWWJKYUVUb3h4ZDJEVXRUc1N5R1BjUl9lUVUwMUxFYTRQX3NXUzJGMW5sRGUzcmQ3MTJ5Snl0YUZPQmdvRGVFOTBPU3U2QnpaTm81VUlEWkE9PQ== | Z0FBQUFBQm9DbVhRUFhBOF9ldHNKOUVSUWVnQ0VxRU51MHkxOGZIY3NSRGdEdElIVmF0R1N5OThLbDJ6R2RNVWlsVmRyVzI0R1VCRlY4SXVWaUVteG4wZ1hLU0FHWnpIcHVSRFNqSnVCM2RaTzBYZDRmWVc0X2QwWmRSV29vdXNudG9ocEZ1UlJkV0ZKRzRGbmtPbkpMejkxOVhYZXFfQS15UjFmLUF2Z2dhbVJ3RS1FTHVUYi1mV0dFcnRvSXFOdkMteHhISGlGQUdXVHRzZlBqYUhpc21ZZDhUYVM2cHdaVGVxVS0xTmpGYWgxeHBxeGY5RFJiUT0= |
This aged well | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRR1ZFdW1TQWVBWUEwTDlPT2I0ejhnMzh4NWJjdmFRV0o4NnZ5VTU0NlBiRlcybmNHSmMxaGRtbXV2Q1ZMekx2TGFiSGd6WWFoSkZ3NzZCY0pmZTBZQVE9PQ== | Z0FBQUFBQm9DbVhRdTNiVFdVUjhtTUt4WmpVQWRtdWVTMkhQVU1qUWNKOC04b29GT2pqZ2RmY0JKakxmeE14dl9Nd1NoOHl3bF9oWWh2RFdaMFJNLUtpOU5wWWFKOFQ5S2IwZEtvWnQyZVVqYnQ5SzZPNXVJbVFLbHNxU2NPcFQyRHhVRktZMHhYWVlSNWNfdHNyZmVFdFoxaXpjcV8zRVlWXzd0M3B3cUNoTmMxOE1CSHAxdnF6Nm0wY2dvVHJJUUZudXlXd1hkdHFrdHFCNTEySlZJYlV1SHJDVXJXNnhuUT09 |
Non-X Users: https://xcancel.com/integri_t_e_e/status/1914668427421114871 | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRSTlLMGJZa1k0ZktNZUtzSjhwRGx2VFp6TTFMQlFOd2NRaTZyYWU3dDl2dkhrSktMOHF2RFdXSkVBd1REQzB4X1hnby15dVkyVVBFT05OU1h0Z1VlS1E9PQ== | Z0FBQUFBQm9DbVhRNG5NYmdET0JiVDA0cDJUcXkydkpLMmRNWWloUXdjUG44UVFnM2JuOHQwOERtd3R6U0oweVJFV293QXZmU2xrR21meUtyT3JWaTNQNktNa3hQeVh1aGlDR1JORkxURXBqUXVMVFhpTHZ3Y0FwSmFfcGxXZjF2aDlYaWZQZ3JoOFFFeFNhT0tUaEgzZUNZbm5mS2pyazNUbG1vdms3ajI0SzNTS2xsbmFJbkVCNlBKTG45Y0p3NXU1cmhzdXRTWVNSVzNxdHVxQVZZWDNnUURMQnlWWXBpUT09 |
Nostr is the only one that puts your identity in your own hands. The fediverse isn't the solution it claims to be. | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRM3M1Uno5RlZFb3BVejh2TDRnRWlFWTBzQ0pqcW1oM3BWbEt4akZyX1RPaFFFV0pxVU9QbkhobTFwUjgzcG5pSHRVM0xKUnQ2SzBVZWQ2djdzMnA0TGc9PQ== | Z0FBQUFBQm9DbVhReXpOVWxzWngzSEpfSGVNeTVLQ25NcmNYdWIwYTZ0Z2N4VnJHUnE1UERhallOY1hqM0hoUHJGNVg4TlNwckd3clA1ZzhCdlRDRTdneTl2SjNiM0hhcEhnRkk3aHRsZkVyRkFwQ0RSdHM3a0NyR1EzOS1KOXNnNExlZmFEMHBrNDBCSWxlRDMtOFVfRlRIZmxUcjBHem1BQmNNa20yRFBaN21WTXFzTV9KSnhuVzhGaHRtc2k2cEozR2dQUm9kWEttbml5MTNoblZaUWtjZUxKeTdqR2ZtQT09 |
Hi all,
I'm just after some solid advice from those more experienced, especially anyone who's made a similar transition.
I'm based in the UK, about to turn 25, and have been working in a support role at a fintech software company (remote) for the past 3 years.
It started off well, but over time it's become extremely stressful due to high KPIs, micromanagement, and the nature of the calls, around 30 a day dealing mostly with frustrated or pushy merchants complaining about other teams not getting back to them. On top of that, I handle a large number of emails daily.
Even though it's a WFH role, I end most days with a headache and find it hard to enjoy life or focus on anything meaningful outside work. The mental toll is adding up.
I currently earn around £29.6k base per year + £5k on-call bonus per year. I wouldn’t mind a slightly higher salary, but more than anything, I want a role that gives me some peace and long term growth potential.
Recently, I’ve been looking into Cloud Computing, specifically AWS. I keep hearing it’s a good field with better pay, more remote options, and a calmer environment compared to customer support.
I'm not a programmer or dev, but I can pick things up fast and I enjoy solving problems logically. My goal isn’t to be a full blown dev, but to get into something sustainable, interesting, and ideally remote/flexible.
Would AWS certs (e.g., Cloud Practitioner, Solutions Architect Associate) be a good starting point for someone like me?
Is Cloud the right path given my background?
How long could it realistically take to pivot, and what kind of roles should I be aiming for?
Would love to hear from anyone who made a similar jump from support to cloud. What was your path like, and what would you do differently?
Thanks in advance for any advice. | r/cscareerquestions | post | r/cscareerquestions | 2025-04-23 | Z0FBQUFBQm9DbVhReGJmVlh6ZmcyZm1wSGJMLS16N2pYaUFZczhGNEZLSjdta0h1YnpVTkZBUlpEajV0NW4yZEFBQnVHeEJENkR1U2dEYnpqRGFrUjR5TmplSGZ1YXhrRkE9PQ== | Z0FBQUFBQm9DbVhRNjFRVzJUWUNSQ21OTkFxc2QyYVpQWDhVS09HVTVZcTQzYjRxV0w4blZUVEhuajNqVG1wMHNpTnNWYVFsS0VycUZHcXhER0p4VGpkTWFxRXh6bVlyRE1XcHhDZDI3UUpwZTBYcElhSjA1UWhGVTAxN1llVFpSbHFyVlFzRHFGSkxIdnZsQmlpc2lFeVNaV1c5c2ctLUpuTTZxb3lyb0ROM0JLZTg1YW1xR2NDNHBmZGFBZkNDdGszNldnYWNYUEtSTlJFRlB2djZXYWo4V3VhSllaSnl4Zz09 |
Unfortunately I saw an article where they are now saying the mantis shrimp can’t actually see more colors than us? I am however not a scientist so maybe I’m misunderstanding. 🤷♀️ | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRd3hHY1Jva29zZnRPNm51MzFaNHQ2TGRQd2pXNU14cmN6cEl2REJlVTRXNUlhSDc0NEVPVGRBaXdSYlVJLUZjbUQtdERTbTc4bFMxMHpUTkxkY0Z1aVE9PQ== | Z0FBQUFBQm9DbVhRQkFEeVNhWmdIaW12SGVtR2xBSWRCVHd0TVdwWjlUd1l6UUY0eUFSU1BPbFI5M2EwcmFqVDZTS08xcDg4bV9KTm84N290VG9qVHRTYWt6ay05X0N6MDlMME5UTlZuMGRfZkd4dk50ZE5MdkxXQk5zVG5fS0Z3cll1enhkZkJQY1BWa1oxeUZaSWlaRzU4eEtLbThGZ3kwVEVmYndWT1pYX3NsdTQ5aFhzWnJXV1JrYnlTWGlSbXVJbmtYZXBSN2lXZ25BNnRXcnZSUG84R0RwMkxlZ0FjQT09 |
Just found this Tweet talking about Ethereum and RWAs and quite made me a bit bullish.
https://preview.redd.it/jqyoywwyviwe1.png?width=535&format=png&auto=webp&s=f452974baa4c4ebc2cb09a935326174c6fd044ee
According to the Tweet and some metrics I checked before sharing, Ethereum currently has a market cap close to $200B. The assets on chain referring to RWAs and stablecoins are also around \~$200B and Global wealth is around\~$2 Quadrillion. Currently ETH has captured only 0.01% of the world's total value.
Ethereum is an open, decentralized, programmable technology that is already hosting stablecoins, tokenized treasuries, Real World Assets (RWAs) and entire economies in code and yet we are still early. The endgame is not just to coexist with TradFi. Not to just sit in the corner and play with NFTs while the grownups handle the big numbers. Ethereum wants to onboard all of it I am pretty sure that it will achieve to onboard most of it. Every dollar, euro, yen, peso, rupee. Every bond. Every real estate token and every barrel of oil will be turned into an ERC. That is the goal and the chances are really high.
We are witnessing the foundations of an internet of value, a system where code is law, trust is minimized and anyone with a wallet and internet can plug in. This is not a new bank, it is a new paradigm.
When people call ETH a shitcoin, we just smile. They are valuing it by only the price and like if it was a company but ETH isn't a company. It is a global settlement layer, a programmable financial OS and this is just getting started.
Source:
* Tweet: [https://x.com/l3olanza/status/1914719229795803413](https://x.com/l3olanza/status/1914719229795803413) | r/ethtrader | post | r/ethtrader | 2025-04-23 | Z0FBQUFBQm9DbVhRMEFuWnRUSUVwalNicllNUjl5UkhISzhTLXBvb0dDTFJ6MGZWdGpHMEY1MHlmTzNRbXNsTEtlZ2o2X1lKbmkwcURSSzAxSE5jaktFdVctbVF6X1dZclE9PQ== | Z0FBQUFBQm9DbVhRc1ZyZ01BcHhwRWZxUEU5bEdia1pHWDRtU1lnYkRIa01VelFzNEVlcXNxVlhTc1lOUEZONzRuNUdSaER6ZWpvMUF0b0NWWUJYX2ZEbmtZdjdQdFBFV1Y4ajdWRllySXIxLXEtVXBoaHlYRVRYbEszaF9DNklMd2lndnA4VENfMHJrRWwzSVo4WU8yRUZfSGhEM0RYS0NWSUhWdTdVanVBa19Ob1BON2pmdE05Y0xEX3NYdWNJMC1TdXBJak9TRHBoVC1tSzZtdzh0Sk4tTm5TRkdyQzBWUT09 |
Non-X Users: https://xcancel.com/_Pieky_/status/1914774521384521870 | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRUng5VHlqQjhEMkVIS2hkamFsVnA5LVFaM2xmU0E0THVQREpLWlQyQmFwMGNnOERUa2cwdWZ2cmVkaE9POXpRcGF0bXpqOENzY0lWSDVJamJHQ1RjSUE9PQ== | Z0FBQUFBQm9DbVhRN0lkVHdlM1JaZXgyZ1NXLWZhVG0tUkIyZXptend5a0t3MGVsN0tHSmJscjFmUXl1ZkE1dDAwdWxmX3cxZ3pUNzUzYXRCX2FTOFFVTnlrQlJXSUpXamlaNEp4aGZoVDNLY1R6dk9zallRX1hkMWlnaFpZbG0yaVowdUY4Y29UNzUtTzV6MEFDX0Z6LUpuTk1MVGhXTVEtMG9fNkFiQ011eGh5MGt1TlJGR3plYmxFaUptNEgtZFpRZ2RmUEVtUHdxNC05bGJqZlo5TzZLdzh4TjYyOWdyZz09 |
Currently a mid level swe with 6.5 years of faang experience. I'm getting senior swe roles at faang but I'm not sure if this is a good time to switch in this market.
Main concerns are about layoffs and new projects being shutdown if the market worsens. | r/cscareerquestions | post | r/cscareerquestions | 2025-04-23 | Z0FBQUFBQm9DbVhRYnBKWG1HaVB6MXJDZHgyZ2VCMC1fb3lramhCcEVmYm5BdU5rb0FUSEVYTDUzYUFHazlCYXI3YjhlOFpOVFZZOVF1M3dtaVZQeTVPQ3lsTnJkN1ZrVUE9PQ== | Z0FBQUFBQm9DbVhRR0pSX3ExREpfU2VHWG5iaFVUb1daYzl3MDdvOUg4R2hraUp4SzdualJFYVNIbXBXUTZvUTVIQXI5SngwbjBpdUc4dUR0b295MmdZbWRiaGg0bkpmd1VGYU50UVRUOXN1NEJlNWFIVHVpM3dMUjJsNjVQSTFSd2llRmNhVTFRZ3lfYUp4Q04zaVJYTzUtSGxhcW1fWmVyUE1Ua01fZENwQ002blRyVk04T3BZPQ== |
Non-X Users: https://xcancel.com/polkaworld_org/status/1914882703004221550 | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRTVVZT1RkeWVNeG51c2c0Rm1VVW9LLWl6V1ZmMHBEeU0zQ2lSUlVENTJaQTZQdm5pU1BGRGpkVU9oQWs1b0lLSlBJaWJtZHlsdUhvemtlWGdvby1RSHc9PQ== | Z0FBQUFBQm9DbVhRVTVUeGE5eGJvbEJxZnZiSnJxVWRDcV9uVWVBc18zVFd6RDNKZkFIR09nX0NjcURuaVNWamtXNHRqeXNuTURmSkU2bmJteEdlNWxWTkJiV2owSkFLMEFzN0RvTXBqS19qd1pVV3BTLUN2bEE4clZFOGpCUjRTR2pMUkd4T0pfeGVleW1sOFpER0ZxNERiU09ldWZaSk50eE1meGRCVHJDZ2dvb2hNVDBmY0RuV0pyQUMxQ3prUW9pT3g0S0t4WDdyRi1FTnp3ZThzYU00UEpFZVR6VElpQT09 |
Thanks again. You've helped me refine how I'm thinking about this.
You're right about patents...I'm leaning away from that path. What I've developed may not be easily replicable *until it's explained clearly*, but I don't think locking it up is the right move either.
Where I landed is this: I'm going to ship a version of it as a product first. That'll help validate the usefulness, get some feedback, and give me time to structure a paper (or whitepaper-style release) with rigour.
For context, and I say this in the most humble way possible, this isn't a trick prompt or a quick insight. It's the result of a very long, cross-disciplinary, trauma-informed, and emotionally-cognitive modelling effort that ended up producing something I didn't expect: a protocol that consistently improves reasoning *during inference*.
That's the core idea: a runtime injection method that improves coherence, reduces hallucinations, and appears to meaningfully stabilize long-context performance.
I'm not fine-tuning anything. I'm not pre-conditioning a static system prompt.
I'm using a modular recursive structure that *conditions the model during inference itself*.
If it sounds strange, it probably should. I'm starting to collect blind evaluations and human assessments to support what I'm seeing.
Right now, I'm focused on:
\- Documenting how this impacts wobble/reasoning drift
\- Evaluating it against standard GTP-4 (and Claude) sessions under long-context load
\- Exploring how the system adapts to prompt injection, contradictions and recursive constraints
My background isn't in ML research per se, I'm a long-time systems builder and cognitive frameworks nerd who happened to fall down this rabbit hole.
I totally get the skepticism, and I'm grateful for it; it's keeping me from making ungrounded claims.
All I'm asking for now is language help: what would you call this kind of thing? A semantic inference scaffold? A recursive conditioning layer? I want to write about it properly, but I'm not sure what the field even calls this level of runtime modulation.
If you've seen anything similar, or can point me to frameworks I should be comparing against, I'd seriously appreciate it. | r/deeplearning | comment | r/deeplearning | 2025-04-23 | Z0FBQUFBQm9DbVhRWF9KTWtYd3AxdnlMS0ZaaHQ1YlM1ZGVwNTlsMDdnYWMtQjhFY2xpVXZrWmE5LTVFTWgxc0Izek1weklEWFZuWEs0eXJmZmI0LVNHbmlxeGUxME94dWdES29xcWRLOHQ0Y1NFR21YRE13OEk9 | Z0FBQUFBQm9DbVhRaGYtNHg3VjFwM1F1UXFObUpIQWFWYVNSQ1YwZlkyNEp3NnVEdW9NR2ZvZWpsZHZ3WjQ3UXA3dWg2anFBMDVCVnF4bVk0eHZkNjk3ZU4tbWJiX2tDdnhXdE5WbmYteFNZV05tOWYzM3cwc0tRNFBKZUZJdUt2Sm5SblE2cEVybEdEMEM0UXBFZ0l5c1g2VktKNXVGWXpYWmZwRHRQLVZNOUVLWG44N3d6RVlmQWl4LUM3cnlRM2cyc2swN2I3OE1PdUdmYVo3WmE4SVpHSVF5cFlSSk82dz09 |
Dude, this guy gave up billions and billions for POTUS. He really dislikes the Left. | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRSUdFSm5Wb1VnMlFRN2hONEtVU2pvRGJ5ZHBUTElQOXpOdGdEcVdIc3J0T1h2ak9Pd0llS0ZPLVFpMkNCR2E2V0x3ZUdWZ2pqNWpma1RUN0NMaXpOX3c9PQ== | Z0FBQUFBQm9DbVhRdDZSMnAwa0JwMEhQVWtidUpLSVpiUHc2Rkk2S01uazJxYU5adHNGWjNwTy1oRm1xWnVxdkpuTUc0QkpxandfVTUzWjR5cXVObnR3VUJUNUo3SmtYZlFLSGk4V3JXckIycGtQWi1sQ0Vyc3NyVkNVNG9oc01MX1MyYXZxR3pxbjl5TVQyOEs2QzlVZFZ0UVhMN3luVlRUTi1JTERQYjVOZkNfNE5DRmRKekZLaTNTOWNXVkpUX1E3S3hpVUtXZGtCc1luWW5ldGdTQ3pGN3lsRVg4VFJtUT09 |
I've been exploring DEX for a while now and I've had my fair share of losses amongst the gains... It wasn't easy getting started setting up and stuff... After getting rug pulled a few times, I had to change my approach and do more DYOR and it did help in snipping and turned it around after a while...
Whenever the market is red like the past month, i usually search new ways to earn and on Sunday I saw a chart of how much profit can be made if you buy early on the new On-chain platform and sell after 4 hours with discipline...
https://preview.redd.it/iegri78qxiwe1.jpg?width=1668&format=pjpg&auto=webp&s=ef7bfd3a37196f43b75258c276c9bbc118f0ed63
I have done the calculation and If a user had bought every token launched on Onchain during the first week (April 8–13) with a fixed amount of $10 each (total capital: $150), and sold each one exactly 4 hours later, the overall return would have been 50.28% (net profit of $75.42).
things cant be this smooth all the time but i am just curious...
Is it worth it to sell off at 4h mark or do I adjust my own time to like 5h or more and try my luck? | r/cryptocurrency | post | r/CryptoCurrency | 2025-04-23 | Z0FBQUFBQm9DbVhRd29PWVc2cG9zSHctTzlLblkyNEZuSVdmN1BEVmM4ZURzanNJcmk4QXJXMW9NeFVKVk0wbHdzT3lvUzF4S29GSDVjRkxVeEtVb3dQOE9LVDk5dDBEeFE9PQ== | Z0FBQUFBQm9DbVhRbVY2ZXRoeGlNcEhKRDZJdC1pNXplMnhXTG5oQWNuWDNWX1VxUGdQLU5UeTVHbjdEOG9KbUZ4SUlSWlhxLU43WE9SZ3RpXzQ5dHZPa2I0YmxlaFQ3RVN3eURWZ1RkUGJ1NFE0SFRjNms2ZUlTUDl3RS03Y3VGWVM1WUFsbHNsZzNnd1VYYzNuSnNxbnZBZ0xOd0FiWVRGVG1Sd2R4ZHpvN2k3RTdyRVc0RkdNMVFnMWtkU2l3SVRqQzIyQk00aWY2aXdEYS1ZNzdqRjBEbXRmeG8tdjJyQT09 |
Do u have any example? I cant find anything after it | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRV0FUVnhRRUFkb0dCMGNfb0RsTmJmWTA3RU1Nc085ZnNGNkZ4ZXhZaU13VDRJUTJTTF9Mamc5Q0FVb1c4ckRYb1lleUZubDNNQUFnc2xTb29jMU1CWl9rUFFvQTR5WFZZZGNDVXJlaWVxTm89 | Z0FBQUFBQm9DbVhRSjZnVzZvVmwzNnBCeWtrNVVvVlo2a3VtNkl2R0hwSm56N09xTThKUzN0azkxVWpzeWtTSC15OGdoNGJqUEZ1YnY4bnFTNmF6NWhDZFliTUxJQUZvZzd6T1I0WDlFdHU3bXNYS2Y3bGd4V21QTWtiSWVsRFRiQjQyNlFaTnZYRllfNVhRNldlS05NM0lMUkxweHVjNHUyQ3RWZTkxOGFBOFVVckVOQ0NRX3ZQTFZiMDJiZ2RiakwwallUby14XzFoUkdDVFZuMXVYQkNVSHg4MjJ3Rk56dz09 |
Omg people, almost half of all anesthitized patients are stuck consciously aware in an unresponsive state and have no way of expressing their pain and suffering to the outside world. I know there's a lot of potential for misuse, there always is, but can we please get this tech in healthcare?? | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRN2ZpbnhLNTFvcGsxZ1RNZU14OVBnblJjNnBLQzl5YmNObWZBMDJ4SG0wWUo2T1Rka0NrdGRkWHVMejNrNHVSSlB4QVpMVUxKYXFNanN0aWZHUk1RcUE9PQ== | Z0FBQUFBQm9DbVhRd1RHTzAyNkNndFdZSTlQRlo2UEU1aGppZXBVMExvUVZmc2cyWFVCVDVDeUtBQ1J0VW1XV1R4cFRUNU1xdFBNM1J4ZFAxQndtT0dleWVDYlRjZWR5RWZoam4xTEptNDg0ZGl0cU5ZdGFtLUpfSWlBZ25Hdll4eXZxMktEdm1WTEZsbzRCejIzUnliYm5oN3JVRDlTaVl3eENuOVBkREx5UWFBbHZyWHNpU2VkaWtFZGxlSG56Y2pDY0ladWZJTElWM1h0SzIxOElPc2F4QlVsRVJGQWdZQT09 |
For example, I have a URL like this, `/test?q=`. Should the backend server ignore the query parameter `q` be or treat it as an empty string?
This is the example backend code in Golang Gin web framework.
package main
import (
"github.com/gin-gonic/gin"
"log"
"net/http"
)
func apiRouteHandler(c *gin.Context) {
var order = c.DefaultQuery("order", "asc") // if the `order` query parameter is empty, the second argument is assigned.
var orderBy = c.DefaultQuery("orderBy", "id") // same thing as above, with different parameter.
work(order, orderBy) // some business logic...
c.JSON(http.StatusOK, gin.H{"success": true}) // respond
}
func work(order string, orderBy string) {
if order == "" || orderBy == "" {
log.Println("order or order_by is empty") // oops
return
}
// do something...
}
func main() {
var g = gin.Default()
g.GET("/test", apiRouteHandler)
g.Run(":8080")
}
When I request with a URL `/test`, `order` and `orderBy` variable gets assigned with default values. But, when I request with a URL `/test?order=&orderBy=`, the variable gets assigned with empty string, causing the program to print a log.
Currently, the backend server throws 400 when I request with `/something?order=&orderBy=`. Should I make it so that query parameters are ignored when they are empty? Or should I not send empty query parameters?
Thank you! | r/webdev | post | r/webdev | 2025-04-23 | Z0FBQUFBQm9DbVhRWjd2R2JhcmVweHVxZHFHMGp2UE4tMUQzQVdpWExjWFM0YkhTOTNQLVgxa01xUjlXTGsxc3lDdC02QjVueF9lSGpLbUIzS1V6LW1od1ZTbU5IUGxDdkE9PQ== | Z0FBQUFBQm9DbVhRbk50Z3FRNXd4X2otVXhuaVFFaHBETGd0OUI0ZnhSVUFsUEwwZThTTl9scDZZbXZWOXYwMkliWDEzNFZWS2E0aGRRTjh1M3RwbVR0elpfX3dGVlhlRm9QWWZSOWFJSXZMTE9HMF9xeEJZRUJPMjQyNzdiMmtoTURfSjhPdENjcTRvMzJjTWVMdFJwTERuUmxzTk1PbzhJR1VNMGNhWkhIbkRINXE2cWFiSTRYNldVWldDdVZfU2ZqQ3pqaF9tMWxFRzRiU084em1manNyVll6WEV3M2ZXQT09 |
I'm already no longer friends with them. I'm just sad that it happened. Some of them have also cut me off as I mentioned. I'd take them back if I truly wanted to. It's just that I'm sad that I ended things. | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRQlhjTUZRYkFDVFNiTV9YdlZKZHFZV2ZsRWNfWUE0cFQxeUpmbWJhVEJBRDNDNW9UZUhuNHJ0eVpsa0xPWm5zX3ltSHlVZ3ZmdmJTSEd0MFRXTF9kSEE9PQ== | Z0FBQUFBQm9DbVhRYXcxektxa1J0dExhT29YSGVfajhScVVWLXM3dXY4M3BPYlNOT0RuamdsRGw2WERPSWh4X2V6aEJWYWxDd0xBb3pVQ21jQVlFMlhCTXEzVVI4RkxBNG5qQ0gxLXhyNkp1X25Ka1daWXNDd212Z0FiRlpCXzgtanJSX1UwSnJ0YlRaZVM4eV90T0I4Q0VIQ3ByLVpwUDBZbFJwSlB1WUZ5c0wxczk3bXJ5ZXVFTWlnWl9KSXFUeGw2b0wzenVjUkFrd1VISWhjbUg1MnF2NWk0d1BoT3Fwdz09 |
Please utilize this sticky thread for all general **Bitcoin** discussions! If you see posts on the front page or /r/Bitcoin/new which are better suited for this daily discussion thread, please help out by directing the OP to this thread instead. Thank you!
If you don't get an answer to your question, you can try phrasing it differently or commenting again tomorrow.
Please check the [previous discussion thread](https://www.reddit.com/r/Bitcoin/comments/1k4z8ln/daily_discussion_april_22_2025/) for unanswered questions. | r/bitcoin | post | r/Bitcoin | 2025-04-23 | Z0FBQUFBQm9DbVhRNVVvcFUxaWo2UE5SSE5JTWZkRDM1eDYxUUh2QV9aNUlGVmxRTkNDOWVqRk5icHJlUFIwUUZtN0xTenVfSzgwVXE1c2RrazFZTlZSTzJhdEk4ai1ET3c9PQ== | Z0FBQUFBQm9DbVhRMnlKODI5d0RaaF81LXpVUUZxci1HMmtfOHA0VUhUWTJtYk9PQ01sY2N6c2I3eWR3c24yX2RTOWZmWmpKa3dvd2t0Szg1YVpiMk5CNTZGX0xRYmFrR3pBc1h1c1lDX1hIeXF1OGtSeUZ1YzNJUHZpRTBGcHR1Qmd3b3ZoSEhESHdBWkFHOGxkZHdlM0UtcDFTRFNYaWJKNGRUTk1jV3FPSHRPc2FZaEx4QUVhRnFjR1BSckFzemFYQ0JyejYtajNl |
I totally agree, I used Pytorch integrated libraries throughout the entire test to make it fair, but the results are, well.. still surprising. I also tried paper code recreation of a somewhat new paper 😊 | r/deeplearning | comment | r/deeplearning | 2025-04-23 | Z0FBQUFBQm9DbVhRODlOMjRWeTM3MERqeUpLZE5FV2kxT1hJYlBJWUREWGptbWpjM1dTNXBMa3NOTlgxdmdCYWt5WmhlS3otVkdIbm9rZlhFb1pLSnpabnlQemFJSkNvMkE9PQ== | Z0FBQUFBQm9DbVhRMzViTjgyVWFqcFlhcEJVVE55aHMtMmN6UUxwUW5VOXVQd195bVM5a0dQdU91QVZvQXpYNXVkbWxldTd1eWRGLUFhNjFGdE9TNmtVWHY1QVFiN1FTZlFnalZNSDZfTTJFVlo3TTRDUjVTLXh2WGFVbEhscHF2ZjZIZ0huYmpnMktoTVBFaXMtSlhVR2V2bmJ5UWJjRmJ5NURSMGg1Qk9SN1ZXa0dTQkpQYWd3eThMbnpncmtXY0xzWXNUV05oaWk5eG1sa2FoSEFyTVVQcGR0LUE5b3JXQT09 |
You mean DJT is Satoshi? Mind blown! | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRS01KUlVTa3F3aWF2cnhSYUtvcFpFcjczcWUwSWtHMm1fZ3NqR0pBQUQzTm5SVVNIV29BQUgwQ2hCbHp0cG0tT0J6eHduTUN2dDBtaUZsUnhyb0VaT0E9PQ== | Z0FBQUFBQm9DbVhRQjBnblFUb201c3JrbnZvdmIxeVlFUkFldV9vTnFoTE1FSUI3eVdmdkd5d1BTVjhXZjZnV2UzWUdyUDdDMnVmQU9FOXk3MEVfcDJIOVAzODIweFBrZUtFanM1elB6ZkktNjJjM3J6WkwzTWVnUUg2Z0dsUTFzUC1oNjdwSTdHT1NwRk5HREtscmw2b19zNmFEcXY0X1JvVTQwdlhXa1liZkQ5d0oxTHM0YTVnVkswRDgyYS1MeFZ1VnlTMTVQUHZMS2xsVjdxU2F6Q2lFaXY4RjVSZkgtQT09 |
Nanotechnology is behind most of the groundbreaking science discoveries of late. You’d think it’d be widely discovered, researched, and implemented by now, but it was largely discovered post WWII, so we’re really just getting started. It’s really exciting and the possibilities are endless. It deserves more hype than AI imo. | r/tech | comment | r/tech | 2025-04-23 | Z0FBQUFBQm9DbVhRaXl5RUNkOVhRM0ZCdWUzdnVVUGpUS2sxQ1hVc0l6THNxd3l3dGc1MXpoSE1MdmhsV25MOTJYeEVoZUNOTmhUb2NBRmFwOVE2QlZkZjFBMmpkNUw3Y01qb2hIX09tR2p0Wk9KVnpJZEdwMW89 | Z0FBQUFBQm9DbVhROFlTRW5rSVh3bXNLeTR5TzVlUTNtZFpGM1k0aDNWWUdQcU9oOGVpU1NPbzEyX3BUZjF3eGdjUnNiMHlOZjNiamdZenVXbENvY0drWUZSQVpPbjh0WTVEWkN1Q0k5SzVFVW01aHFHTVR6dFRDVHlnVjd6N1h1OWQ0WTRwQ3E4S0FmMlVWdWtDQUEzNW9VT1JLRHF4WHF0a0NRYWNBN0pwSlc0Q0tIMlZvRU5xVk9jOTNmN3ZxYmU3dWJDcFdKcGoyNWtiV0gxRE1rWkFNczh0M3lMTGhoUT09 |
You’re better off. Anyone supporting this is supporting cruelty, violence and the end of democracy. That’s not someone I can grab coffee with. I don’t have any left in my life & am glad for it. | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRbHByOURpRkhKNnhqSmJLUlE3T1JsejB6VXNMbXpxaEVTcnVpS1EzeUp3ZE1SR0tTM2owTHFnY1J2a0QyTlJzUXlEY1ZMejVac3Ztcl9SQXlURGIxNEJyMXZLTjZwOUxsdjMza1diUVBhUjA9 | Z0FBQUFBQm9DbVhRR2VXMF9Ia0w3eVpjOUhvTVhHamd3MnJCcDJqSnFJMEJfWVdwZlZsREhQOWYzMWRFRWxhRlVoN2FnWnFLWlpPeUNqaFhnY2EteG9qcDNwQmRDYlp4SnZtNU5QRWdTeV9xQThXNGl3MHpkWGVCUmtaVVRtNDZ5RWN5WjZiRW9qMDNVVVpxMk9CZHYtVkV0a1QtSXpRSFQwMTFscVVuSFIwOVRDdndPNkhzNlRsNUVrU3hNaHZvZS1kemF5bXpnYUh5eFFvR1N4cW5SMGxIUmJTRExrWDRKdz09 |
I've accepted it. It just hurts how years of friendship are now down the drain. | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRamxueHNwdVFWWGsxVU55T2tFbWxhNVJ2Rm4xVVNKX2ZUSFpPR3hTWVZLbkJRbjlxVXprUTQ2UW9sSDJqNTFYemxrWEtqcW41VDZZQmdVY2tGelVvUXc9PQ== | Z0FBQUFBQm9DbVhRQUcyMEkzaUxlbTFhQ0tUU05XcEZkOEpNckNyODc3N0dDOC1HNDRIQVZybGZubFJMMjNvNGREQ2tUTkJ5U3cwaGJVZ2o0WDFmelJJcGRPQTBUVkNsODdORDlhdUJXcEdRNWYwd0xYOGFuVkdhYnBBOVkwVkdLN2Q2R2ZMdDh0R0poWXhBQ1k2WEZQb1Y5ZmppXzNlaXRmZ21iUDgtSTBPUGZES1NQTVJsZllVTHdjTFNPam5vZlJDcUNXM25LbnZqZ1NoMF9EczNiV0VZOVBmeTYtdm1CUT09 |
Python is what they teach at gcse levels and to plan to learn a different language because people keep saying to learn something other than python. Also what is react? | r/learnprogramming | post | r/learnprogramming | 2025-04-23 | Z0FBQUFBQm9DbVhRSk9vWnc4OThmWUw3elBaaW80RENfaVVNRkJ6V2pqVXYzakJGU0YtSmZCRkV6eDV2ZTdHVEh5TWpNQ08xNEl2SU4yRGNzcFNmaDFoaUJzUktVb2xPV3c9PQ== | Z0FBQUFBQm9DbVhRNk9QY2NYR2oxTkJnb0s2TFBKRnc1T0w2M3RJTUdTLW9tRjEwM3JPcjRqV0IyM21rSml0U3RWNk95RDNHZEZvMkRMd3B1LVJMLXdjeVZJaHQyNmpQeFI2OEc0ZEpuTjdsN2tvcWhBa3JxZFc5N1FlQVFqWU04Q2huYjdncnYwdUxLbXFESmhKX3FhNnhMa2xWbWZYcFlEZS1UdUs1amlmRlZKQktCVllCMlRrZkJKWXhmNHRGeWdfSzd0Uzh0SVct |
Non-X Users: https://xcancel.com/EmilKietzman/status/1914755018940391552 | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRbHNZMjRfVW9KVW9qdkJYT3RwRDhjdXhXRzkzdDNqS283SUdRRzA5bzV2SGQ4QTZSbEtrYTZ1ZEtJdlRqMHFCeUhoc0ZEbGlQWlgwTzN2YUpJZjJmclE9PQ== | Z0FBQUFBQm9DbVhRcmhHanZjREpaLTJlZjZVblJyZUJBcGFuUkxHRFZzVGF0RnFzUFR0RGprOTJzZDY2QmlqSVJnTXR2RUhodE5oaTRHRm9Palg3NEZUcUFvOXRrOFdINHZTd0U1OGtpOGJvbVdUMFUyc29xZldDMHlZVHZZTU5yVlJ6VzByeGJjcFFiVTlLZDQ0YUk2YjNSMC01YUV1SDdQaUEwNlc0Nk1UVDhFdXducHZqNmFfY09GVE9nOG5zdERuMDRkZEFlLXVSNXNVSG1WUWZpMU01bkNTNEkxN0V1dz09 |
Now that the US Dollar clearly visible to anyone goes down in value, are they finally picking up the store of value?
I mean, this is exactly what it was made for right? A non centralized system which is robust to sustain any government and their actions.
Edit: I just saw they sworn in Atkins into SEC with speech of certainty for crypto. I guess this is the bump up. | r/bitcoin | post | r/Bitcoin | 2025-04-23 | Z0FBQUFBQm9DbVhRbmVaQUNQM190UHo1c2xNMnpKSE00RktLZ01BSXBzcE1IZXhBNzMwTmhZVjY3MzRGTnhWSnh3V0hmbFNUTDZKNlBYMmNzT3Q3R1RBU0ZYaGtkQldWYkE9PQ== | Z0FBQUFBQm9DbVhRNXZrMmxnS1hyM3MyYXo3RDZkaEdYcXhnRnQ2QXlrRVBwNXNNYjJoMEdkRkpJTVR5OG0tbDNDM1BKclRZTVg3MkJPbkRjaVJ4Z3RLX1VOV3k2Nk5GaXZMcGZseWNRanljUEpjRWZaaWt2TGhwVG5Xc2JmZnJaRzZ2dGxiZk5LM0xvLVEtdmdYNkVnOFVLbl9Wa0RHX0ZrZklyTldBcjEzdURUaXRCNUZOUGxDdldKQUhlVzlMX0FEUVp2TVYtRGJ6 |
If the model you want to run is bigger than 12 GB, the speed of the 5070 would be essentially useless. Go with the 5060ti 16GB as a much safer and versatile option. | r/deeplearning | comment | r/deeplearning | 2025-04-23 | Z0FBQUFBQm9DbVhRMm5WQmx3YkNTSUQxWDBwZ2RiaUJQSmRHdHJsMjU0cUNkYmpTckJvTkVfakh4dWpQVWpudVBxY1JhclFXUHJUOERpSWJ1QlVoRWpteWdRLVFQdENwQWc9PQ== | Z0FBQUFBQm9DbVhRQTJtX2xTSUJxQm1Eb29kbW80WVk0NXYtcUlZeWtPbWRiZzZKanpYVUNOQzhwMGh2WUZjaWZXRWZDSkVmX05LUHJEb2h3Y2ZEZm51aDJDV0tzTjktZVREVG9GTV9Wb1NhMEx4U3NBdU9ZLVV0ZFZyQ1cwQ0x1ZklHVHV1VEJxUFB4bHdBRkd6V2ZVaFRXUDU5Vnh2RVEtS21OUkhzRlJIMzRVdmlSS3hYSThJUFBINjMzcDhiN0tiTzFTSk1OYUFx |
I'll begin with specs:
CPU: Ryzen 5 5600 | RAM: Corsair Vengeance LPX 3200 MHz 2x8 GB | GPU: ASUS TUF GTX 1660 Super (culprit) | PSU: Corsair 550 Watt, can't remember their naming scheme, it's a good PSU. | SSD: Random Samsung NVMe
So it started with playing Sonic Adventure in a dreamcast emulator, I tabbed out to do something while in a video call and my entire system froze in the weirdest way possible. I could still move my mouse but everything was frozen. The start menu, everything not even that driver reload hotkey worked. It was like the weirdest lockup ever. I wrote it off at the time as a case of the stars aligning.
Then a few days later, my system didn't POST and was stuck on the VGA LED, hitting the reset button got it to boot. This is where I really suspected my GPU. I ran a stress test with OCCT, perfectly fine with zero errors.
I moved cross country and I was left without my system for a few weeks, I got settled in and was using my computer fine when I got a black screen with fans full speed at idle. Typically crashes happen under load, but idle? That was just odd. Checking Reliability Monitor showed a livekernelevent 145 occurred. A day later my desktop was acting weird so I tried a reboot. The screen went black but recovered. That showed a livekernelevent 117.
Cut to yesterday, I decided to see if my GPU just had a bad idle. I changed the settings in NVIDIA Control panel to "Prefer Maximum Performance" and my system was running perfectly fine, until about 30 minutes ago. Another black screen with full fans, and now Windows doesn't even show a picture. My BIOS logo shows up, but nothing once Windows is booted. Windows is working fine, the num lock key works but there is nothing on screen.
Has anyone have this happen before? This is the weirdest case of a GPU dying when it's not doing anything. Stress testing doesn't trigger a crash, but doing nothing does? Any help is appreciated, and if anyone has any ideas for troubleshooting, let me know.
Rest in peace my 1660 Super. NOT YET
UPDATE: Fast Startup was the cause for the black screen. I hit my case's reset button while booted and that got me a picture again. This GPU definitely is toast but it's not completely dead yet. | r/techsupport | post | r/techsupport | 2025-04-23 | Z0FBQUFBQm9DbVhRbmxDalNxS2V6c0ZrUzFZa25aWnhJYXl6TXFVSjdGaHVIbnJKUDh4T3dReEkzSGY1SjV1OG9pclJ4X2oyWnh5aXBfWTRZZHVYN25lWmM5NVdQWHpKQjA2MmlqV044LUhFWjhWV2c5Ukl0dlU9 | Z0FBQUFBQm9DbVhRTjhoWGd0TGwtOWVXWlBHLV9qa3hOMzJFcy1SSm03UVd1SjNCS1kyUVp2b2hJalhZYmhYanJYWWxHQjFQWEM4ZE5rRzl1cHVCTzN0eFBldlZpWFhWbUNKM3BfcVZOT205bnRWbVlMUUNmNnpGWTBpMWJ0TGRDT1BiUWRtTlZNckRwTGFNT1MtS3daRzEzQmRoM1BlT1V2WWhDLVR3ZnFabmE2WEMtNmxTOUptSHloLTFBeFplU2d6cG85R1pEQ0tlT2ZrOEJZSjZpbjNBU2dtQTRkcno5UT09 |
And how does this affect Townsend's future? | r/rugbyunion | post | r/rugbyunion | 2025-04-23 | Z0FBQUFBQm9DbVhRcG5JcTVTMldPRmJPT1dHYURxZFFTbUNiTHZEWnZHU2F1cjdxU0tGWjY1Q3ZmN0lyTnc1U0U5cW5UejVERHJJaW41M3FYc01OeVkzNTIzQTFMRjVWWlE9PQ== | Z0FBQUFBQm9DbVhRejF6bFUwSFpNSWFXcmtRRThrQS1OUVRZY0pTOHdjT2NUb2FnNFQwZndBamtXZXlpNkdqeFlxMXJzb1NqQnVpTUcySF90Q3V0aV82SW85QjVUZmhxQzU5QU1xZTlyNmowdVdiVDVDUkNMX3dfU1BVbUFqTWNQWmtTYUlsZl9VTmtVX0dhWXJWODdLNUp4NHRqVHNPNlBaS3NmTGlvUWtUVEFoQ1BOZENoQ09sSjJGY1VrMmo3MXlnNmxROXkzOUtzNkJZQnI1Z2NuOGxpY2JSckx4MThTQT09 |
Thank you Albert | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRZzg4RWZfTmNNN2liZUFMbTJIbmRjcGVEYWdwRTkyQnhhcmdfU1hDS3Fpb0hDRTR0d0t0UmNvdTd3aXFjcjZYQjMyNGRUTlN5Wm9XWUlXV2gtaWxHMmc9PQ== | Z0FBQUFBQm9DbVhRUFpTY0ZhMU1IUjhYeEVOLVh5QW9WcjRPcUZDSkRibUZMZmhhTklGb2pzaHdRWENLV0dDNHQyU1BTbGQ4ZlpwTWNPX0dOTnZnZUt1NEoxdnEwUnVIMV9OTllSMzFHUVg0cXF3elpOeGJrck5XSkNQUy1PWU1SMEtHZUNfU2JMN0ZVSEJPdXUwLVZUc0NkdGpIanhKQWxsSWtCZUJNaGNRcVlmb2trdE1DS1Q0RnJmQndqZ3lDY3hjTm1HLXRKVGtqMGM0bTZBNXMtTmVUQzdYYkFJNE83dz09 |
no. | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRMURzNzNBWjIwUHRtRk9BclZZV2hpTTVNeGtKbVE4SkFFTFJ0SnJTRzdIcXhJUXlPTG9vNmt6SV9wM1dQVFpOX3JHa1lGRXd6UVZsTjhmaG5yTjVaekE9PQ== | Z0FBQUFBQm9DbVhRZEpRRVdQbC1LQnVaR0l6WmtWV2tSek1vQmtOUElTSGVJQnhNUjg2TTVsM1dUS0ZGR1FheXdWR3pQNlEzbWNpZ194V2FGQ3FwXzBOdWFRX29CSG1NVWZxMkdzMHBJUlNnX25EaXh6dDNxbktlblhhM0pjQnZKZVNqMzNjWnJwSHRWQXY3a1RpLW1jSVFfMWhQdXhac2FnYjRiU1VWMlo5S2ZINThES3BDS0VoU2JaMVlQSExiV3dBSTV5TFhiT09mWEQ3MXNpX3lveDJtR0huR3QzcW10QT09 |
This is a class action lawsuit just waiting. I was on that call and he lied all the way thru it. | r/liberal | comment | r/Liberal | 2025-04-23 | Z0FBQUFBQm9DbVhRTHgzN3RxZUNfTHV0ZjZkUUYtS1IxOVNnRUxZWU5JMUZLRkxHNGFiQkxoaVhESEwxemNsaTkyY1I5emxzUmJQRFJOblZHLXJWckFpS1ZmMklNSUg2bHhaa2lHem4zaG5NdjI5Z3F3MXFNQm89 | Z0FBQUFBQm9DbVhRTk91QmtBcFc1Rk5YZnoyZnpMZWdQLW9hSzhKLXA5cmtLdzVvRG5CUzNVS2ZPYTFra3lYVTJOa0lTek1pS1I5QnZPNHRzN08tS0UtTVE1YTNpNDE3NjJ3WHVGVHBoQWlCNXdqeHp4c0hVNlFNWVJkMWhQTktKR0JBbGlqOV9Nd0M1TjJZM3BNQi1KSy1XVW40T201V1pxazI5LWZOS1I2UzFjTWI0enp4VUMxOEJTWEtlUGFVZnlfVGlucWVuYlRqcW1zcHlNTmc1N0dvTkFDTE5PRmMwUT09 |
You know what's funny? Reddit used to be open source and then they closed it once it got popular. Because of the network effect they could've kept it open and it would have done zero harm.
It's not like Reddit's features are hard to replicate and scale is something you worry about later. | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRaFJGMmRNVGF3dkxFUUMyNmJWd2gtbm9tdTUzTGl5Q21yLXhZR2FpSXhFWmxwU04wWWRiVzZJb0d2RDZfbkhuSnUxeUpOWjhsczZQdGNsOXhmTE93SWc9PQ== | Z0FBQUFBQm9DbVhRbkVaTkdCZmd3QmdWRWYzaFNwVFBEcllqVFdCYVRzOHBjajFVNFpEblN4Z0QtS0xPTlRDX1hheHlCVHJtR0hUeDgzbElqdEM5MS0zZVJORkIyd242STI3V19jUnBRUTM5QUdycE9ZaXpFN1Y2dFRqYjZLbjV4eC1GRVNkMnRwQ25DMHZnaGNJMTExU1hocGNQYUpkb0EzSjNsakV4UjQ0YTdpalRXNGV1bS0zLVJ0cmZJeDdkNE84QUZJVkkwTlhSelQyeEFTaXYxWC1qOXQwVzUyQjVOZz09 |
it also didn't help that mastodon.social (the biggest hub) literally blocked new signups to avoid the network effect while it was seeing mass adoption. | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRVzFMRVRIWmZvMlNzYnlNVUxOcmpuRE1fQWI1OFVjUk5ZdFlmdXFHWmM5Ry1veWZTM2hGNG16cmFoSzhMNUlWRzUtRVFkSVR5c09uMFZsUGM0Y29EX2c9PQ== | Z0FBQUFBQm9DbVhRQmx6czBTQzlJOGZoUVdaY1BJV0pPb1lFa3J4bjVBWFFTY3VDQ3dvZUFLUXVsd0FwTk1nR3dXQTFiaWVCREx2ckI4cm1INjJIRTIwNW04cElnWms1eDJGUzRpR3otQVgyUDFnWFRzbnBPYU8xZGRpT1lVei1rY3ZsNHdfVkR2cmJIWlRSMGJrbjd1dkFSdndxRFotZXFRWWQ4eDJ1UXpTVEprNUtBT1NqYXRmYlowcVBYaC03Qmd4czc2YkJjc1NGdXlqRXJPcmdFN2p6RFFWUW5NMVc3Zz09 |
Can we beat the institutional investors like we did in meme stocks? Or we are just the glorified bag holders?? | r/wallstreetbets | post | r/wallstreetbets | 2025-04-23 | Z0FBQUFBQm9DbVhRNGhQUVFRbGljTmNOVWNZeFpjTzZzX0Z2bUIxc2YtZG1mUEVsVkVWcm8zMmpwYW92QllTNWNndE1iZEZQUjd4WnRqRW8zU1ZPSjB4eFZGZXhwLUNLNXc9PQ== | Z0FBQUFBQm9DbVhRN0NoVmhsT3ZWSE16OVlBZDgyUGtBaWh4TGRXai15RFZiWFBNdmt3THd2QTF3dktWcDhGdThqVjNBMFJtZmdTbHVndE1yRS02Qm1QUTR0dUI5Y24zbGRhUlptY1A5Sm5Cbmp1VGxxWWpVM0FLRXcwMGRtUWx4dE1fTFZuSUdQLWxkSGVQZUswbXBtbGZUUFZ4OFR4MlRRVHJqamp0cUwwczZPTl9zNW5MQ1BUTkZOUk5OWlU2N1lDMnpLbkdjUWgyeDZvQWk4ODZoZFJuYTNwMTNuLV9Wdz09 |
I had a doubt regarding futures.
If we buy a position with 25x leverage, the liquidation stop loss is super close to the initial price.
If we buy a position with no leverage, the liquidation stop loss is the lowest.
What if we buy a 25x leverage position over an existing no leverage position, would that reduce the liquidation stop loss of the 25x position ?
For example - buying avax at 20 dollars with 25x leverage would approx give a liquidation around 19 I’m guessing.
Buying avax at 20 with no leverage would give a liquidation around 0.1 or something.
But if we bought a 25x position over an existing non leveraged position, the liquidation is around 2-4 dollars instead of being 19.
Is this an effective strategy to reduce liquidation?
And I’m talking about adding position, not adding margin.
Hope this makes sense. | r/cryptomarkets | post | r/CryptoMarkets | 2025-04-23 | Z0FBQUFBQm9DbVhRdjZsN2V5ZDdNeXRPUl91V1d2eVB5MW1lOUw4azZEYjZ5cXVWd0RWRXhlRkd5eEdETkVKMnFDdUtHdDZSQnl6c3daektJNTM0MUFpNVlvMzQ3VDRqVkYyR3Z1QTFiNGF5R0RST1VPeXo0WUk9 | Z0FBQUFBQm9DbVhReXpzcmppVm9CcjZsSGsxZEZzQ1djWlF4UlE2YzNyR1ktZEVNaWZacmkzdEdDcHcwZzB2aTJOeWliSVNmaUxiWTI4c2ktanJIMU5rbTJxNzFiVVpKbmQ1UmZFSFUtb0lDX3g5R01GUDJFSVJ4YkJKU0dlTWw1UWttTVJYOHM2bDV4OVpXTmJoRXBtRWd2NG9UTG9lWmRBTE5OOWNkWldwYk90QU83Qi1vemkwaGNNODRBOHA1Zzc4NVRlMWVOUzZ6 |
I will Never understand why people get downvotes for asking something ... | r/monero | comment | r/Monero | 2025-04-23 | Z0FBQUFBQm9DbVhRT2wyY3NlWHBiZWxyQ3VsX1lRVmZyb3p1ZDQ4Zm12eWhPWnE4UUtiVGJIbFF2WXRPWTZKQTlJNnVHS2pyc29fenJSdTdkcktmNmRpdUV0RWJHTmRtRkE9PQ== | Z0FBQUFBQm9DbVhRc1VtMFU3MGFwWWtGX2ZNcUNkVmxfWTVRZEI4ZzJ2RE5Qand4WTBDLXBvZ29VSDR0c21NREpjT0JUQXpqMkVZY0ZKdDhyalhHWUJyYkJEckhyZUptUTVDWTBxOTdTYWVVbVlSSFBDa294R1RuQTY3aThtbVBIYlJWQVFwc2owMjI2ZUlKSEFDS3c2WDBZNGh6THZBOV9Idno3aEtBQ3NGRXByeEl3ZEE2UHhwYUZkWTlQY1pRUnRwSTJ2VjRsdFlP |
if bitcoin confirms above 92k and stay there for couple of days, then next target is ATH | r/btc | comment | r/btc | 2025-04-23 | Z0FBQUFBQm9DbVhRNGFWeHlDVXZndzRyUmVsZXdSTGppMkF3al9kY01YSXZldFVtMDEzUEJ0V1RWcVk4NGwzUjhCYnRkOGVzcE02U1FsLWtHa2pNWHF0WjJPcTB0MjRhNlE9PQ== | Z0FBQUFBQm9DbVhRb3V4YTJVQ1ZkaFZld3paMk5sbFJEbUVYSVNzY2hXeEpxSnNWLUhjdXJjX2liOTNKZnAwOUZ2MFZETTlGclotallNN0t6SnVNQUFTaTNCRm9ielBscV9xVktoWGFxWVZYbFMxaHY4SHhjbnUwWHhXTmJRTW9tdkxGZlp3RnRhY2IxSDZ2ZVhudTVMakFRUkVCN3hObzdEempqX0x4bnBRd3BWN3hKcDhxWVBRPQ== |
Hi! I've been working for a company for several years and took over the network design from my predecessors. We have around 100 VLANs for various purposes and route between them via a high-availability firewall. We've now decided to move into a data center this year and redesign our network from the ground up.
During my research, I keep coming across setups where some Layer 3 routing is handled directly on the switch. It makes sense to me that a switch can handle this task very efficiently and thereby offload the firewalls — but how do you generally approach this?
Do you run Layer 3 routing only on the core switches or on all switches? Do you keep the rules on the firewalls and switches in sync?
ThankYou!
EDIT:
many thanks to all involved! We have high end firewalls that have had no problems with the routing (10Gig fullspeed) of our VLANs. I wanted to broaden my horizon a bit and look at routing at switch level, but I don't think that will be necessary and will increase complexity, management overhead and error-proneness
| r/networking | post | r/networking | 2025-04-23 | Z0FBQUFBQm9DbVhRWk1MUXRVNkh5NEtGNzgwaHZpMTZhRHB2NDBvYzlaeEtnRk1xREhnNU1Tckw3QThiYkdqVWlZdE1aUXhPRmtXQnd2bEVKbnc2Mll1UEk2a0JWd0NBTUE9PQ== | Z0FBQUFBQm9DbVhRVUNVWXNZVWFOZnA0UUhqR1BlNDBQVGhBSXJjbFFNdG84UjVqcjR1V3dLQjh1WG44eHo1dU1PSEVrOUdjNlNjOVNpczRCaUN0emg2UUxLUXBRa0RXYlp1LXFjSTFIUmZvN1VST2hTLTVYSVREU1NJbjZLUXI3cFhBRVZleWZma25QRnVKdUdCYncwaHpmX2tmU3R6U3I4UkZDWTFhUVNiRGxWTmpFZEQwT01QUW85NnNFcEpSUnhIb0ZPYXg0MVZZ |
If it doesn't say polkadot in lower case on the game store, I'm losing my mind! | r/polkadot | comment | r/Polkadot | 2025-04-23 | Z0FBQUFBQm9DbVhRODB3bDd4M1JMN3pqUHNmOEdRTUd1TERxUEZwTWNzSXlzdnJnSGpqTEdxcXJkWEY4MWY2bHBURmJfaXFGT1dodmc5TEF0SlFHTjVwd01zMnM0SjRqVjd6dy1Xb0RhaEdnUkpBeThrdUtMY0E9 | Z0FBQUFBQm9DbVhSOGVLUmZvanpCWVdLSDIxdkFBT2xua3VuZEwyXzc2QlhNRllCMGFUY1BCZ1BleXRPUzZUbUxhcno5U2hxbnM5Q2pVMl9CQmNPOUdJOVJDdnhhcE5QbzNscEJYSnZKdDV2U2hWdE54bTRUcmhMWWpPRFZ6U1dQY3dxejBxZjBzYkhneVNnVnF1UVVqRU0yN3VualBUS1lib1NJdGlUMXNEOVVMendpZ0ZBR3FoQml5TDJjZm1DRnl6c3piV3dFVDdhdk1NYTVMRHZ4d2dYRU4zeG1PYkIxZz09 |
Bluesky is literally Twitter 2.0 by Jack Dorsey. It's fully controlled by him and it will continue to see enshittification because it's literally just another commercial platform which will always prioritize profit over user welfare. Basically, you're directing people towards Twitter 2.0 and telling them that its superior to the OPEN SOURCE alternatives out there when someone is literally asking for such an alternative. It's like directing people towards Facebook 2.0 and screaming at people not to fragment the community because Mark Zuckerberg pinky swore it will be better than old facebook and offered some of the source code under apache license. Not cool bro. | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRVU4tX3YxTENMRkNCUjUwR0xpdEgyOVYwZUU3N2pGS0tWQXBlYlh5emZsOFE1SGJFQThkVl9TaERPcHI3TFROanZiR0lVY2IzSnJOay16YjZQZHdnbGc9PQ== | Z0FBQUFBQm9DbVhSVTVkX2lRUUl5eDh1czRtQklpOEFpSXRmYkRObUM5UU1PMmZtaTBMMmlKM0JKMnRFMnpZWWxfMGtzeFo3M1QxWjlpNlpHMHJ6ekVETklwV0lMMkpSSmQyV2RXQWRMbXk4Z0lVTGh1NWNubWw5bUNDamtXdjlwS0lzRGFvSVloUHVQajhMYTMtOU9IZ2xuQlE2ODVPYmdzazdTM1BoU1NvUk5jSWc4bFVVclR2aDRRYXdCZlhzM1VMc1dpc21lN3BxZUh1LW1za2Z0dV9RWHVqWTZWeHN0dz09 |
>Even if you allow an option to self-host elements of this network like diaspora does, there will still be other parts of it that can access your information and are under control of others. And you never know for sure what actually runs on those other people's servers
The fediverse wasn't ever about privacy or security. It was about ownership and choice. A single player doesn't own everything and can't unilaterally make decisions like suddenly deciding to charge for API requests or removing tools without repercussions. The fediverse made it easier for people to slowly migrate away to another server without completely severing ties.
Lets say Reddit removed a moderation tool. It would be like being able to create your own separate self-hosted version of Reddit with the tool restored, while still allowing regular Reddit users to visit and have your posts show up on their front page. It's not ideal to host your own, but it's another option in addition to just living with the changes or leaving. | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRRll4R29RdTJFdkRlTjlGa2VSemR0RXJOYlBvNjgzVHNSb0F4c0lYcG1OTmlTU3NqbTZhMG5QY0lQQUx6aHhveTBPa2pvcGZSTE5odks1MzBjMUhKNVE9PQ== | Z0FBQUFBQm9DbVhSd2F5Nks1THVRbm1BanlVQWpUMF9rZnctbnd3VW5zMzF2amI3QWQ0ZjBMdm9zTUc3NFUwNGw0amtodWxIMVI3bkc5a3F2YnpKXzFYS1B6djZ4aF9oUXN5N2phZ3lWU1RwU3Y1VTM0Rkg4RnhQbjQ3LWpHTDhpeS11UE53bFFGLUZVVGJmTkVHc0J6eUplMGpzYTUwakRyckFEcHBnQ2lLQmNQdGRaN25xUmZBeFktNjVJd1NxSmx4ajhoWksxOUJvUmdCXzY2SnNDaVlwa1dWblpnX2wtQT09 |
The general sentiment on Reddit and beyond was that we were settling into a new bear market that may take upwards of a year to fully recover, with more downside expected in the short term. I’m sure there were plenty of people - some reading this post - who sold some or all of their BTC positions to buy back at the “bottom”.
And now, for reasons unforeseen, BTC is climbing back up. Will it continue? Nobody can say. The only strategy that has been tried and tested to be successful in the long run is to buy BTC, hold it, and keep adding to your position. | r/bitcoin | post | r/Bitcoin | 2025-04-23 | Z0FBQUFBQm9DbVhRZG5hSVBqUldkdms0bnJST3BnTm5CMTFGWkJmeFNua0FGcGFGaE9TaDVWZklydmhDZ1E4RldndFZLbTZvS3FldlctR1VfN3pyZG9ISy1SSjdsSnJNM2c9PQ== | Z0FBQUFBQm9DbVhSMW5WQk1BRHVjSS1nMGFWbE4yZkhUdldVRkhqQ1I3alhWUGxtTzB1YVBwaGdSUVRZelRnUktkeTlpcklaOVIyVGFhYzUtaWg4eTZSM0x0T0t1dEhmZXpXTjA1eHlmYTBTRTZONkdybTJjY3hRc0pVdjZwRGZrWU56WXp6X2hIQUJBY1hlWlp2Qlo2QmVua1A1bXIzZU9vZWhRUDBtOXVMOGVmNDdxSjRZc1NFdzBWYjhkdWVIZ28yckJJSG9pUENFVDR6bm5kSE92eXVnV3picHRRNm0yZz09 |
Depends on what you mean by theoretically. Designing efficient exploration algorithms is mathematically way, way harder than designing sample efficient estimators. And getting TD to converge is way harder (both theoretically and empirically) than getting ML algorithms to generalize | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRT0xqQl91NmxsckRibjFDbXJhckVoR1RjOTNTYjN3YmhLVl8xM0F2QkoySkNaNTMyeHRXV3I0M0V2X01uLW1BX0t2SjBuSVV4TXc1NGVhcnFOMDYyZVNjWEx6NTgtU291VFYyMXM4bDdJZWc9 | Z0FBQUFBQm9DbVhSMHhJUDFOWU1Cc3M5OE96V2ZrRXJTWU5YcG16Z2lzM1IxWkkzU2JWdkJyVHppbk1BNlB3RzJ3ZUpmNlZGN3hSbmZJbVdvMlJpUW02ZU02OVJGMlNJWlp0VGtPNjRPRzdyNlJzZGVBZk5vVnEzalV6SWNsNHJRUGN3ZS1nYkkyd19IZmstQTZNQXAwSTUweHBMQWJNV1JFamNvSnZtMnpjVm5qUWxhOVEyMXZ2Q0czNEl1ZzM5RmFCZVpMeTVNMGtxMGlQWW8zR0hjTW1yaXZhWGhTYjdqdz09 |
Accept finally? | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRM2dOYVVSUzVqcmFNWmp5T0Q0cVUyRHhydFNYdWJHbVBhM1ZrdWZrNHhENC1TSjBUTEl1S2VWT2JTSmxGOHY0OGhZam5QNVp1TnlDRTBHM0pYYzh6OFE9PQ== | Z0FBQUFBQm9DbVhSSXdLQ3VHNkN4V3daQk5RZ0tWLS02bXRBU1VlMnM2YlBrZldMdGdhekhzanB4WHFabjdGb2tyaTlnZmxlajdvNEs5dHN2b1FIRWh4VnpCR2RKVDUzVTFfSVZONEpFRmJlTHhXVHZHYVZvU2ZVaUlXTFdaRzVIOXhPcGItYTc1UnJzYzEyZTlid3lZbDRqMG1nZnF6RUl0NW5yQy1xMERVZG12dUQ4OXBMV3BaZUF6UUstZnNPRGxET0pvT2ZOQkpyVzIzOHRfVGFlNThSUFRvWnBQUmhvUT09 |
**Showcase: Visual Diff-Merge – Open Source Tool for Interactive Code Comparison**
Hello r/opensource community,
I'm excited to share [Visual Diff-Merge](https://visual-diff-merge.miglisoft.com), an open-source, web-based tool designed for developers to compare and merge code efficiently.
**Key Features:**
* **Interactive Merging:** Select and merge specific code changes (hunks) from either side.
* **Syntax Highlighting:** Supports over 180 programming languages for enhanced readability.
* **Flexible Input:** Compare code via file upload, direct paste, or URL fetch.
* **Open Source:** Self-host or contribute via GitHub: https://github.com/migliori/visual-diff-merge.
Visual Diff-Merge aims to streamline the code review and merging process. It's lightweight, user-friendly, and requires no installation.
I'd appreciate any feedback, suggestions, or contributions from this community.
Thank you for your time and support! | r/opensource | post | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhReS1DN0hhaXNKNzNRMWFwR1Z0Wjkwc1lJNjFZUl9fTXlZZkNIa1ozMUNaUHp0N2tnSWJRZVdwOWxhQ1JUdlp2aU53YnpMMzVGYWhxMHFWa1RWOGlFVVE9PQ== | Z0FBQUFBQm9DbVhSSDFhSDlOY1N2RHZTTUpSYXFDby1vRXcxSnRHVXNkZGo5LVZTLUFfQ0RlbHRudmhmQkxfRXJLWVNab2w2c2NfblZpb1h2eDN4ekt6MEw0d2RwVUJlWmc0dmFIejhEQnFIaVU5WUlKb0V4R1lmZFc5U2ZNc3VEUXpBTEJTTThRMVFQRi1LRzFMWFJJSWU4dUxRVERVLUViNFpLcVkxdmh5eVEyaXdQVUpZNThSQk03eEZGQm1HWnRibkw4cVlvODA3djV4NWlPQWJ6S1JUdU9uVWJVb2dtQT09 |
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* May 01: [Austin New Liberals May Social](https://cnliberalism.org/events/austin-new-liberals-april-social-bamr8) | r/neoliberal | post | r/neoliberal | 2025-04-23 | Z0FBQUFBQm9DbVhRZE83VjhPN3hsVUFuY0FsS2xjYjVKV2E0cEZ2c1hWT3VZV1BIN1lrMk1xdFV6VUtXN21PZTcyaUZLZUlLbGxlTU9DanFkS1RyZHQ0SFhvOV92bEtaLUE9PQ== | Z0FBQUFBQm9DbVhSdVp2c19Zcm16bXA2RzFha3VfQnNfb2tZbnhaNmhXeHVSMmo0MUNjdXRSWDh5aE9tN2kzYkNRR2NuMXBIUG5RM254UlRZVGhpUW5fTnlrTHBFdWwwdHNKYXJzcm56NTZGSEttLWlBT1pLTXpmWmhmWC1reGtoaWZyRXlWUVp2Q1B3cm1VWmtobHhjdVdWdDBibVowSmhmRWRYVXYwemRxekxvYm1PU3lxcUFFPQ== |
Please use this thread to have discussions about the Big N and questions related to the Big N, such as which one offers the best doggy benefits, or how many companies are in the Big N *really*? Posts focusing solely on Big N created outside of this thread will probably be removed.
There is a top-level comment for each generally recognized Big N company; please post under the appropriate one. There's also an "Other" option for flexibility's sake, if you want to discuss a company here that you feel is sufficiently Big N-like (e.g. Uber, Airbnb, Dropbox, etc.).
Abide by the rules, don't be a jerk.
This thread is posted each **Sunday and Wednesday at midnight PST**. Previous Big N Discussion threads can be found [here](https://www.reddit.com/r/cscareerquestions/search?q=Big+N+Discussion&restrict_sr=on&sort=new&t=all). | r/cscareerquestions | post | r/cscareerquestions | 2025-04-23 | Z0FBQUFBQm9DbVhRczVLS0luYzVJZUt0Wmx3TzBPTEVUWFF2aUlwZU1TUzBMMWk3cnp3U2ExTHh6MFB1a1pPZEVwNlNWNUQ3Q3kzX25YVllua2NEYnFySDVzM19laUJVbGc9PQ== | Z0FBQUFBQm9DbVhSM3J2QllCalZSZmdWaE5jX2lfRVJpTURqa1E3NG56VFh4VXY5bjlZa2dnVmhJVDBZV3Zra2xGNFlyVll2ak1ULURCVHdiYUNtR3ZGN09wZFozSGo1dXoxQnpacEpteEw4YmE0aTlsNUpxbHFiMnZmTnZCbUVScVF6S2M3S3lSQkNMRE5rZVRyVWVGaG9sU21VT1ZReG9xV0pLdk1tQWVla3hNTFE0YmVtU0RsRUc1anhaM2tXTDdTSlg4OWlHUGs0 |
Please use this thread to chat, have casual discussions, and ask casual questions. Moderation will be light, but don't be a jerk.
This thread is posted **every day at midnight PST**. Previous Daily Chat Threads can be found [here](https://www.reddit.com/r/cscareerquestions/search?q=Daily+Chat+Thread&restrict_sr=on&sort=new&t=all). | r/cscareerquestions | post | r/cscareerquestions | 2025-04-23 | Z0FBQUFBQm9DbVhRS0FPYWprUkh4UnZaYnpXaGg1V0dtaXhCUjc2d012TFF4aXNmdTRGRUU3OEtCQWFYRXFsTWdCeFdJeW9ON3gya1VpVy13dU1KeWt0SFVtMTFnQlBHX3c9PQ== | Z0FBQUFBQm9DbVhSa1FEMXRUSnU2NU9OLXpYNXQyRE9IRjhOdjJRSE1HWHlBSm0wU2xpX21lRm44M3dUd3EtR2tMNDE3eEhoS2xNT0I0T2Y2eDZBZDRuV2xGdEQzdTNoTDJZVVNZZUdNa0ljMEFmTkFDdmVKak4xajNGS2h3eGtfSWM5bkNQUE40U1Myc3lCT3QyX0dNYVdnVWo3SXphcmx0NHB5UndNTkFLMXlKb1Bud3JXLUxRWEZkWkxKVlYtZUE1a0dUM1JfRlU3 |
Everyone’s tripping out about why Tesla is ripping after awful earnings, so here’s what’s actually going on, and what might happen tomorrow and the next few weeks. Tesla reported after hours. Margins are down, revenue is weak, guidance is fuzzy, and Elon pulled out the usual robotaxi speech, tariffs are bad, cheaper cars, robots making cars.... But instead of tanking, the stock jumped. Why?
Short answer: markets don’t just trade the news, they trade positioning and expectations.
Here’s how it works:
Before earnings, implied volatility (IV) was high. That means options, especially puts, were expensive. Everyone was hedging or speculating on a big drop. If you bought puts, you and everyone else were betting Tesla would move more than the expected range.
But Tesla didn’t crash. It didn’t even dip. It went up.
So tomorrow morning, we will likely see IV crush when IV drops hard after earnings. That’s where Vega comes in. Vega measures how much an option’s price changes in relation to its implied volatility (IV). If you’re holding puts, and IV collapses, those options lose value quickly, even if Tesla trades in your direction or sideways.
Now let’s talk about the feedback loop; this is where things get interesting. Market makers (dealers) are usually on the other side of all those puts. If they sell you a put, they’re taking on directional risk; if Tesla drops, they lose. So to protect themselves, they hedge.
For puts, that means shorting the stock to stay neutral. If the stock drops, their short hedge offsets their option losses.
But if the stock doesn’t drop, or even worse, it goes up, they have to buy back their hedge to avoid getting wrecked. That buying pushes the stock price higher. And as the stock goes higher, they need to buy more to stay hedged. That’s a gamma feedback loop.
Add in short sellers covering their positions and a few retail traders chasing the pop, and suddenly you have a rally that feeds itself, even if the earnings were bad.
But it doesn’t mean the move is real or sustainable.
The big dogs (institutions) haven’t even acted yet. They’ll dissect the call overnight and into the next day. Some might sell the rip. Some might rebalance slowly over a few days. The real move sometimes doesn’t hit until later.
Let’s be real, this game isn’t just about puts and calls. Market makers, hedge funds, and institutional players have access to insane levels of data. They have entire teams of quants, analysts, PhDs, and machines that track options flow, gamma exposure, CBOE positioning, bond yields, Fed swaps, commodities, FX correlations; you name it. They don’t just trade the headlines; they trade the reaction to positioning around the headlines. They model the crowd’s behavior before the crowd even makes a move.
If this were as simple as “bad earnings = buy puts,” everyone would be rich. But it’s not. The options market is one of the deepest and most complex systems on the market. That’s why insider trading is illegal, and why billionaires get into politics, to legally front-run the economy and gain access to real-time information that actually moves markets. That’s why your broker has analytics for gamma exposure, skew, delta hedging zones, not because it’s nice to have, but because it’s necessary if you want to survive in this ecosystem.
Yeah, some retail traders make big money, sometimes, but that’s gambling. Without context, you’re flipping a coin.
This wasn’t about fundamentals. It was about positioning, hedging mechanics, and options flow.
The market punished the crowded trade, as it always does.
So no, the system isn’t rigged. It’s just math, flow, and positioning. The market punishes the crowded trade. Too many people bet on a collapse, so the opposite happened.
Welcome to the dealer’s game. | r/wallstreetbets | post | r/wallstreetbets | 2025-04-23 | Z0FBQUFBQm9DbVhRbFEySVpjSXBXRlU4UVNtOEp3Nlo2X2g3U213RG5HY3l5M3Z5MkpCMW1hTVJaWmliZjlhZDlyZ1BMcHZ3emtWN1Q3YXdWOTZiN21uWllXcWF6YjVGN2c9PQ== | Z0FBQUFBQm9DbVhSQ1VWVk9VbVZCMGFSc01qNFRsNlhiam8zazctR2V0emFVcEpIZTB4SzE2Sm1GQ1FCNDAzczhaQ014RFdwdTZZcl9qLUhlMUQwR18yZFhseUZmaEQzb1BzZko3X1EzSEo3d2lTUkpRbU9qYS15VEhZVW1MZlhBZURqazJqeXoxMGxOakFEQkxMLU5sNXhmVGJ3RksxMmpUOVZCTEkxSThJdko5RkdJeWwtOU9lelF4SnktQ3pGdWRiLUhtSDV6bFZwcmZOQUliYUEyLXdkTklEYS1rN1B2QT09 |
3090 is the crown jewel. Get one. | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRa2lhdDdKc0VMczVNNDB2NUkxWkg2UlhFcmlOemlzZ2tqQU9RQThydndmblhYYzZBQkpyMUxBZGxUZWEyRi1PZFVRdEFodG5zRlFZSWRkSUN4bm5NLXdBTUIwa1RTNzlVSnl0QlREZUVBMG89 | Z0FBQUFBQm9DbVhSNE1LM3oxUlUwZ0VzcDRTb1ZvT3o2RUFDeG04TDRweTltRTEtVlZsOEFGUVJOOVd4WklRUE03N2pBUm5xWWF2Z3hGSHcyWE1tN2ZoOFZCTUotdC15WHBzNXgwWFgxemQ0NlZma2o3ZHI2cVp4ZlZXSHdEN3YtMXZxU05YNHpLUHZaX0hXZWswclZod3VfMWNoeFdyaVkwZnJYMUVLUEJvWHV2WXdjcGMyMFhQd0Zod1lKX3l3cTBleEZIOTdzZnJVaWt4SnZKTFBReElsUWJNeUE3RFU0QT09 |
Yes, so as a side project I recently made a copilot like VS code extension that acts like agent to solve Deep Learning tasks in multiple steps using AI.
For starters, it can break the task in steps, edit a cell, run the cell and read the output to get context for the next step. Altho it's kinda buggy since it's a very early version and I'm not as amazing of a typescript developer, I'm just an AI ML guy.
If you're open to try, you can find My extension in VS code extension by searching ghost-agent-beta
Or go to the link.
You can use the demo for free using your own gemini api keys ( I know the performance of gemini isnt as good as claude but for trial it seemed fine)
If you have any kind of feature or suggestion you'd like to see, feel free to drop a dm, I'm currently working on a more finished version using helicone proxies, claude support and firebase auths to give user a more complete experience. | r/deeplearning | post | r/deeplearning | 2025-04-23 | Z0FBQUFBQm9DbVhRUDQ3bThwZDlnY3BiMHV2WUVwVDBDemctUExOX1h5SmEyaFl0ZDhwSjUtOGMzZGRPanl4T2F2R01va0xDa180S2FRdEprN2FiSEFiRzl6Wlgzdnc1YlE9PQ== | Z0FBQUFBQm9DbVhSdFJmVWdDSU93aUo5R3dYLXlxcEZtZEJ0VExONVNDdlRLaWdvYVJrMUUya21uaEs4dW5LSmxwX1BVTlN3cTV5UkJSX0xEQmlDM2JhclBhSEVQSE5qSG5WWm1iWE1ySEpRN29kTVh0TlFFLTBUUWZsYXZUZHNRdFR2UDNSazN1LXFYMC12N1dXak1NUUd5cG1qNUtKQmxRbmRNRkRiNUZqTGhraUlKNjNXT0JDekJzbExJdWYzVXlubkhwWTVMMGhEcnk0SFB1d05MN29FTjJKcTMzQkNidz09 |
Yes. 5. Only one increased their score from 6 to 7. | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRUkVDTVdzQkdKdWxqVmZZSVdaZ082VkVCVk5qRkdtZFRqSkJhY1FZZ2pnbmcxUmVHTVR0U1NUVkMzZmliSDdUcEFyZ2liRGJWRi1VbnJpanJPTDhydnc9PQ== | Z0FBQUFBQm9DbVhSUmxqYldPMkU3Q3lCSXk0N2tVM216cG1sZVBXWXJOSTQzOFBZbGk4N2NGX1lMdWkwVWY4ZHo0VEJBN1lDdkQ0MXI0TDdYS0Y5ZTRyNDl4MllTOEp4VjQwTDRrXzQ5Y3VJY3YwQmlUNTNJSzZZY0xnRmZzYUhsN0NCSVgzUVp3ay02NW85U0wxTDNSaS16MlhTMDJqczc1X2x2NnFqR2VoZ2xxZXRRRUFpLUttYXFiTWc3TE5WbVJMazllSWtiWlkzR19saG5ZWEtCMnpSZ3BTNDVMLVN6UT09 |
I highly recommend watching this video for anyone who is pursuing Cybersecurity at a total beginner level like myself. I’m watching these and it’s really helped me understand concepts that were so over my head at first. Really appreciate it!
[https://youtu.be/Ond\_DIGXyoI](https://youtu.be/Ond_DIGXyoI) | r/devops | post | r/devops | 2025-04-23 | Z0FBQUFBQm9DbVhRVDV4Sy1XeElzN3NZUnRINjFySmdsQXBpN1Z5ZWpHb3A2bDllMG41RENIOTR3UkE5NDEwUm93ZHVTYkhBQlM1VlFXVXFLeGlHaGJIWUY3RVB5WE1wV2Qwcmo3RFNmQ25xRjk5Q2ZMV1o5Nmc9 | Z0FBQUFBQm9DbVhSU0dQcTdfVEt5WGl1UDZrWTkyaThOTUFBeFdPTF9kcF9yNTZlUG93c2RZNEo0b1pSM1lLT09VWVJMMXl2bFVGS2pKVWpKTXZnV0RjTGFvaVZjSVlCalJ0TU1HSWFucVlMbjBtX1hWclBJMUlCcjkyUGU0R2dWT2oyRHRzZTduX25KNmxXb25fc1dWVzlhM29TUzJvODdNSjB4S3NrcWFuaGVKVWY4dmtUcnViZ2pLU19oZG5sQkk4M1hwRzRVM3l1 |
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*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/MachineLearning) if you have any questions or concerns.* | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRQ3hjY3k3ejlhYlJMZzVjbGVLMEpVelh4d2NrbDdFeXRqUzdRcTZrQ1VhY0Zpa0NuQjFwaEVqSXlXVUdnRDE4SVc5SlByM0xaQTM0bDgtdUUxUndGbUE9PQ== | Z0FBQUFBQm9DbVhSMGZqZVAwazZpNHJ3S1pJeW55UUNWRFphT1FTb1VPbkdGZHpPS2ZOdS1UZ2U5X0NHRkxmTVZoSWhmWW5ERjVpM1B0SVRTU3NWZ3k3M0tuSDAxb3h3N2tMb3puNldFNGVnam9DMmdqa21sdk9UeW1lTF9YWWJiVHYydkVUVXN0RVlVN3pldkl5Mk14OUZ0aWhmc0ZrZ2p0MFlfdmV4RzVUcGRpU2hwUEZxT05NNnhCb3Q2ek92WThBNEg4dTQ5UHgzM0RMV3dIaG5qY3NLTWdXclJxZW1kMjZpbHhUWEF1SWlXNVctRXRlTXZpST0= |
So, accept finally? | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRcEwyQkJaSnBhSnJ1WWNuOEgwTUNWTEdwYTB4UGRjaDdTUkRvdGJST2J6R3hxRVhHMnVmbmN3REVkcU45a1FucTlzSHloNHNkTVpUTENvZ0Y0V3ZpSVE9PQ== | Z0FBQUFBQm9DbVhSRVZYc3RVT00wQlMxUWlKVU55cGthSy03TU53T2FXVmN5NjlySnJ6Q0lLM1lYeDJZZnlkMEktWkZyQ3VlVEt0NENRM1ZwYV9kejJKUUJmYVVjZHZpMWNFSUw3a1M4dWg0b0p3a1VVVGFqaENEbzNUSjVvbzhuSkpGdXlaYWRQV0pTejBFVmc1bUZwTWc3V3RJNGxYa0lIYkJaMXlrSjJfd21ZZUNGZEplZEwyTFNObUp0UDJaUTFGeXpMcmFQOG9zUnlOV3BHaHlvTHZLSHZya0xQYjNSUT09 |
So, accept finally? | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRM0dCYnFENS10a3BhT0hRMVk3dmZ1cnJTNmQtVXlmVlJSa3NuX2s3ZHhnY3pxeURKUGxEWmlRQXJuNXR0SnFmYzZmdzlpU1FkYkV1akhBQ05PWDdtNnc9PQ== | Z0FBQUFBQm9DbVhSWGQtMjhBVlN4WkFCTENWeWJ3NWk2QmdZMDkycGFRZmVvOWxOMjlBbGw5OHVQQVg2alBWUmpmUUk0UEJRNmduX05wNkhGQkJSYTZTZG12ejlIUEQzZTNHUURyRFZSOVN3d283bGg4Nk52ZzA0NkxnTUVaY1YzTk10Y3hyak1qamVLOU53TFlYOGpubV9USkVGcTZnTlpKMWt6aUc2NUJyUGFLT0JfY2JSSXk3eXF0MXY3WG9ZVDlXNGoySHJTMzBlV21xOW9ocFB3MFpoMXpmN29DYXJHQT09 |
Are there any now? It's been 3 years. Or at least any announced to release, maybe from Mythic AI or IBM? | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRRE5JaElfeE5ibGw0Q2VlSDZqRG1SWlRjTG1Sb252andaMG9nR0hDblBpVHlIVU5RMTF4bS15cHptaUl0cHFRMmVDMmYwU3RLOVpMMG15THZ2U053Q3c9PQ== | Z0FBQUFBQm9DbVhSbzQtMmFBeThZSzZiX2JjZlZjZUFSa1hNWTd6NG11TV9fazYzTUl5WWRUVXZ4a1BJZFUwMms0NFR6YUdPWGVJS1VyZHBzN0EwTnUwNVpVOFFMLVNTSThzRFVvOHhxWF9LS0EwTmtpTlYxdVprSTRlOHRzTFFpVnpaUmt3LVphd2x1bk1zcGNGSjJ6TFBhYm5OM2VZd3h1eWJLNDM4eTVuLXU3cERKOERwTWdTT0hvcFdDNTlmNUlOM1RiT09GU0IxSHdtcFFReW9jc2JiVnluSXRlOHBKNENySUMxTG9sRk5MUTJ3c2RzT0pocz0= |
* Submitted article mirror: https://archive.is/XsIAi
* "A Global Rebalancing Is Well Underway as Investors Sell Off U.S. Bonds" by Patti Domm (April 18, 2025): https://www.barrons.com/articles/foreign-investors-selling-us-bonds-cc4c0693 , https://archive.is/hKQy6 , https://archive.is/2025.04.19-183021/https://www.msn.com/en-us/money/markets/a-global-rebalancing-is-well-underway-as-investors-sell-off-u-s-bonds/ar-AA1DbWgO
* "These companies said they will raise prices in response to Trump's tariffs" "Economists widely expect importers to pass along some of the tax to consumers." by Max Zahn (April 18, 2025): https://abcnews.go.com/Business/companies-raising-prices-response-trumps-tariffs/story?id=120900637 , https://archive.is/Qve0V
* "LibreOffice downloads on the rise as users look to avoid subscription costs" "The free open-source Microsoft Office alternative is being downloaded by nearly 1 million users a week." by Agam Shah (March 6, 2025): https://www.computerworld.com/article/3840480/libreoffice-downloads-on-the-rise-as-users-look-to-avoid-subscription-costs.html , https://archive.is/HFHXn
* "SaaS Is Broken: Why Bring Your Own Cloud (BYOC) Is the Future" "BYOC lets companies run SaaS on their own cloud infrastructure." by Noam Levy (March 30, 2025): https://thenewstack.io/saas-is-broken-why-bring-your-own-cloud-byoc-is-the-future/ , https://archive.is/aeoRw ... from https://old.reddit.com/r/economy/comments/1k3ftoz/europes_cloud_customers_eyeing_exit_from_us/ ("Europe's cloud customers eyeing exit from US hyperscalers -- "'It's amazing how fast the change has been'"")
* See https://old.reddit.com/r/linuxadmin/comments/1k53dkc/im_going_in_an_international_trip_to_visit_family/
and
https://old.reddit.com/r/linux/comments/1k53bal/fun_fact_cbp_is_not_allowed_to_search_through/
| r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRanR0ZTdKaWg2Zkc3Zy1IR0VQZ3BrdHZfbXhwQUhJWExsRHRYZk5yalQ4SnVuR1dJbE5WR0ZKbnF0UUN1cHNvMG5GNmpxa0ZlUVQtSUEwb0p5S3NOcHRnM3BtcWFFTkxUNUNsY204dnd6djg9 | Z0FBQUFBQm9DbVhSWlVJRHFQM1FfNmJxaFZ6VllaZHNnbnMyczBydmNhSFl0c3VUQm1naHU2eEVsajhtVmQtT2pMajlOZ0MyQ0ZKVzNNakxtZEpYd3pNTHoyYm54WHI4eEVkSkJkZjhuLWFMR0tvekdpMWV5TE93cDJCVDhrRVpXeWtEbGRNR09faWZhaE1EWmJNVjlKN0tQeVlEQkxWRHdUNzByYVRXQkdqd0VYTTdFcU9jcWRjSzR6NkNTcmVGREJrV1ZRMk9rc0p2YXBjM1J0amI0LUg5VmpjZmdtcHpJdz09 |
Should I wait for it to rise to 95k or 100k or should I sell it now? | r/bitcoin | post | r/Bitcoin | 2025-04-23 | Z0FBQUFBQm9DbVhRMzdaYzVqRTJGdl9ya3NvdnMxZ1U1SS1USGpTNFdpdFBLbzdYRld3UC1DUVJjR2lrTXhiT3FpTlgtVFNpUWY1Q0M5bW9ENnhnUWNrY2JPLURJMkhSYlE9PQ== | Z0FBQUFBQm9DbVhScHhjZ3R5eUp5UkF1a2l5UlhNOURUbzFxcXFHTUk2b21Jb2JPOWlPaXFzeUhvMEtrNWN5d0drTFFYUHc4bE1PMVlLOGtTX2F5MFIyaG1zeGF4Tk1udExUM3U2Vm9MZGxVMXFqNDF2OU9zcm9fLXRmVVhOVnJDSk1vZFRqdzBCUE55SkUwUXdtTVBVUHdjQ1pSV2IwNVR2a3FZX1ZlSjk5ZG9fVUJjNmsyUHlnPQ== |
If you get Kaggle verified you can have up to 30 free GPU hours per week | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRLS1YT1NZdXhXNEpVMUVDTUpSdHk5NjZxdFBYNmR6dUhLYjZ5NHJ2SzVFQ3kwMUpaQUZyc2NPcVEydFBTVF84Q0s2bDhTM3N3UGxCdmxWQ196TUwxeUE9PQ== | Z0FBQUFBQm9DbVhSbzI4akxDenVfR2FQNjYtVDh4ZmhveVUwWW1yRXNVYzdDR1VCYWlXN0VVZW5aQ2EzU2pfUmNDcktPS0ozM1dRMUhVQmo5T3Mwam9KZHV3d3Z3bVIyUzloblRUZHNTamxnT3VHLTBJemluemlkZkxwdy10TU1SVWVVSWRjWjYxenU1Sm9EQ2FESC00SFZva1lGUEJ6LXBJZVBxMXVadUx5SG0wUU43c1VqRElWd1JpNWlWN2xFMFRVNWlBQWQxVVdSN2ZDRGZUY0M5SE5OWXlFZ1AzWkh1SUEzYlpnMUxYWmRQMUNseDNZMld0UT0= |
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*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/MachineLearning) if you have any questions or concerns.* | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhReDBHYTNnemlUM2RDb0NKYU45WWRYbG9UbmlnUUNGcUpEOXo2Z1F6OGY0MDZYSnRKVEVlcVhDRjgwT252V002Z3FJRzJZZlNvUFJIcFk2VE12RVNrTVE9PQ== | Z0FBQUFBQm9DbVhSNWd5SDFTWFA5SFZIRGFrZENiT0U5ZFp2bzN0VHJzeEZlMnFscldYcFhwb3ZMTEJkbE9MYnBFZXhza3Y3RTVCQmliNEp6T2oyQnNhc1V1aUxqWG1PbTAzQ2ZreFB0Sm5JN1BFR0xicG90ZXUzU2x2b3o5bk5UcERYeTU1VkE3dzBNY1NDU0dGN1ZldURkSUh6NjdDV1BRZDNFcWRuNnJiVzFla1FmLVRIWC1JT3QxVlk1Wlk2TUFIVXE4bUhzZ3BoTUQxd1N6clVzTzJybC1JQ3dyWUhNZz09 |
I can see the score yet, what are your score? | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRY05mbFFxaXl2UlRuWW8xLVBtWlltdWNnU0x2YXFQcDBMdkNtX0x5cE4wS0VNOVl1aUVfS0hvcWZhMUdKUEFMa3QtTEtWUzlGNkcwZlg3OTl5VVNPemVLbHJKUEJPMy1qd3p4QkczdGtvTTg9 | Z0FBQUFBQm9DbVhSNUR0aU1DQnFqdmIzNGN5aUQ1dm0xUkpyV1VoOFpYcnhxVHFFSUFhTkVaaWt5MkFrVW9pSFUybFN1TlBrczRyN1NOVnBNRUloaXlkWnZjUVBxakljbk9GczgwTk1VRlZVbnc2dUJkRml5S3Y4U2VXZnlFaG82U0xCZnpNNGxMWGtlSnJkYlRJaE5WZEs5NGZVbm9yUS01NkdUc1pZbW1TY2VPVnpzbzZKYTVrMVBwVDZIdDRJU3Z1T1NpR2ZoMWpMTE1pMTlZOExndVhQNV9YZkxRNmFpdz09 |
I’m aware of terminals like Tabby and Hyper — but does anyone actually use them? Why would someone choose an Electron-based terminal over emulators written in Rust (like Alacritty, WezTerm), Ghostty(Zig) or something like Kitty (built with Python/C/Go)? Even the built-in terminal feels like a better option than one built on Electron.
I checked the RAM usage, and it was around 1GB for just 3–4 tabs. That’s why I’m asking. Blink and Electron are practically the same thing. So now your browser runs on Electron, your terminal runs on Electron — and half of your RAM is just gone.
Hyper and Tabby aren’t even the only Electron-based terminals — there are tons of them. That honestly baffles me. Is this just a case of “demand creates supply”?
Personally I use Ghostty. Just wondering why would anyone choose electron over other options. | r/linux | post | r/linux | 2025-04-23 | Z0FBQUFBQm9DbVhRSldmdnFiVUEyVTVQUzRBc0wtSGlMMUtEd201SkJ1d3NKX1d2bW5HVG1Vb01yeWRxTUM4cWdJYU9wSmM2b3FQNl9JYlhZU1JJelVodFljbThjU3U0ZUE9PQ== | Z0FBQUFBQm9DbVhSXy1URjljdmItaGpzSkcxUi0tcm9PUWdIeGxBWTVrTkZzYUlKX0ZDSW5ob0JSOHVYU1RWM2YzLXpiUi15eFNJUk1PLVVXWmdUdmlmTlVNZjZhejhBU1NKU1cwWUdlbC1ibnhWa0xPNlhtbUVReFh2N1lVZmQtbTVhX21DVWVqZ1NjSGRCd0xPcV80TUZ6dHoyVUJlVFlodmpINUV1RWNlQ0hETFo4S0lZajNvS1JCeXVwRVhiN3RwMFk2Wnk4QkRoLXFvdnplMkMwV1hqSVh0bHVJNElQQT09 |
Aware there are many TypeScript fans out there, but does it still offer benefits for AI code, or should we be freeing up those extra tokens in the context window? | r/webdev | post | r/webdev | 2025-04-23 | Z0FBQUFBQm9DbVhRZzhqay1BT0hUWThvUXNIU2d2VHdxMWg3VUVsU1Y4UkliTnlocXBzcnM0R043TTd3QjBNbTZCSUExcU0xdWg2Z21fZktWX2h6aGhxaWhpTF9CZTQ0UC1QcV9lSHZUWGdrdlNCZC0tQ1A4QUk9 | Z0FBQUFBQm9DbVhSVVI2LXRVZm43NklwazdtRWRBNjhMc2Fwek5tQkVfTnJENjltalE4S0kwZ2pXcXlfRG9KU2oxQzZwUi0ta2pqb0NIRVl3aEcteHNhbG5tRTdrdzM5eW9BOG5pSGQ1R3IzanQ5VlY2T08zUGlTMTdEWkVrNHI5NmlYb0dRb3Jjd1FZOVloSkhQODUyVVpPLUtmM3RpQTJ0VHZxeFZlRFctOXdpVlVHaE9TNnpKUlhZNGxtQVBsZzB6a0tfUlFMS2Fr |
I feel there is a big probability that you get accepted. What do you think? | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRUlRwVWdCb0JsQ003bDJBYktRQnNoWHVXbGlqbzRCRGxWNUZWSVkyTVNjbk1XbU9RSXdvMHZiZzJ5aFZITW5VM0NIeHZVQkpRc2lBQWJVOXRJNm9ZVFE9PQ== | Z0FBQUFBQm9DbVhSR0prOGYtWmlXakRnYXVKd1NnXy1IUWNGSWRjemRDUzVCVUhFOXRwN1VFd3piemlPOTNEWTNnTDJmWk0wOVZvMC03S1hsMUF6QXFucWgxWGk3a3ZTSXNpRWtwb2dvakgxbFpDMHMxM0JnUFM2SWlvV1FIUldBMWY4V0ppZlZNSHZ6QWFtSmFiLUVvZXctWFA2aXA2ejYyaEotWXQ0Qmo0QlVDWWlyQ2p4Z254ZTU5dWFNYUdrMkR2R1NUejJkX2JNc2MyR0pGbk9MUWJmdlFvSU1mblZWdz09 |
Hello folks ! I've been interested in programming for the past 3 years, but due to work I only study/code for a few hours almost each day. I did take a full course for JS - react, angular, node, express, mysql, mongo (the course was over a year long not expensive with live lections and exams). I also took some css, extra node/express courses from udemy, some typescript, graphql, sass etc.
Also completed 2 free project with other people - with the same team lead. 2nd project - not good direction/mentorship and it kinda flopped. First one is a working website where me (as backend) and a colleage (front) were "hired" to do extra work for money - not much but hey, after work work for money is nice.
My current problem and the advice I seek - i am using extensively cursor to help me writw code. I am not running promps withiot reading the code and I never copy/paste. But I still feel I am not producyive enough, like lacking thinking bcs of the AI. Although I am the one giving idras and telling what I want.
Second problem is my interest in front end. I dont like writing css, and I dont have vision for stuff how to be made, I find it boring and not fullfiling. I think of switching to backend, even learning other language if needed.
Give me an advice what to do. I can continue study/do side projects as I have stable job. I dont might switching careers even after 1 or 2 years. My idea is to learn more about backend, add more knowledge, perhaps a language and be lesa ai dependant.
Thanka for your time ! | r/learnprogramming | post | r/learnprogramming | 2025-04-23 | Z0FBQUFBQm9DbVhRU19KYjlCMmdsclJ1el9TNHRlWkVqemloMjNBRGdsajJOdjdSNFlpakFWWGpnQTdFU1VDSFBka2lOV3M0WU12ZEJYWTAteFZiX0V4NVBYVVNqQ2U4dmc9PQ== | Z0FBQUFBQm9DbVhSQjNoSERodWxwUDdJSEdXa0ZzNXdpbjZXYUllRTlRazU3MmU4dzV1c1dCX2s5N1lmQnVzbmRWVXlaaTVVenR2S01TN1RyVzJNTHdxMHdiLVdESUFGUjlxM2NwVHlkYy16V0FxblBPcDlfVWRsbWNxYXcxZ2pSYU5TN2dsanlrSjVqS1lpRDAyWVU3WUtnNEdfcTJ3YldGUFhBZlY3UHpCUVByNThOZVV3eXBsSjVCQWJLb2RNSHJIdE5meWtoT1lVUXFQUzNSTXVWdW1DcUtjdHRwcmxpQT09 |
Will check it out, Thanks for posting. | r/opensource | comment | r/opensource | 2025-04-23 | Z0FBQUFBQm9DbVhRSXdQUmhpRFpOMlpjbnUwOWdheGlyVjlOTk5yR3QwYm5saUVGOU5yQ04zYU80ckZkWl9OTndFQUJyenVRN0N3TkpzcDh1emtBeURpWl9PMlQ3blJ1bnc9PQ== | Z0FBQUFBQm9DbVhSSUhQblJiM0ltSFZWbG9pa0o0ZE5QWXNIbm1zMVVqa3hnUEdGN2hNTmF4WWt2VGFGdXJuS2pkLWpidlRnTkpERWVQRTUwdUlaaEZQTGI1NWpsMDJxaFpWSUpWMzBhSzhnXzlNTEQxb1RhSjhZZ2pfQWk4QzhacmVoQmNWc05XQzBvaHVJRlpwemU1UWhZQ1pObGZwa1pXdVlPLU92QVdUXzdyX3FrZHE5ejVDcDJKR3FTR2VDRjBkajlXY1hrN1BvUnd1bE1xNFZOWXFzcnFKMHFNeHpIUT09 |
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*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/MachineLearning) if you have any questions or concerns.* | r/machinelearning | comment | r/MachineLearning | 2025-04-23 | Z0FBQUFBQm9DbVhRTGdOekp1WlY5X0JjY29DQVdnaTRNbmJFTWZsazZxYW5xTWR2VVFoZGlROGN1NjBuMXFhYUlvaXlFM1MzcTUxZFVDZmRDWUlHSGV2alMyUGpxVDQwYkE9PQ== | Z0FBQUFBQm9DbVhSdEhUQ3pINV9RMnRfQjNVcnNDOEJWdzZZNEt0QXUtYlhMVUZJV2xlUlk0T09UbEtxTlBxbk90WXAyei1TNG1SV1BvRWMtOGVNbU4wVHJueC1tTUYtaHJiTW11My1VLWFBWmtFVFJGeWdkMjVZMG95aVRwZkQyNnZad1pmMG84QzN2Q1NDQzNDSzgzcFkzempZck5mXzkyVG82Sml5aTV4VkZwQTFPa1l0YmE5d2ZGc3Z6SWw2MjRiV1Boc3VEN2UxRnZhMFBpMXlEQVlvVEFfZXl5UTUtdHJDb1pRUmwzVkdFTWhMcFRTQ3REUT0= |
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