text
stringlengths 1
41.2k
| label
stringclasses 55
values | dataType
stringclasses 2
values | communityName
stringclasses 55
values | datetime
stringdate 2011-10-28 00:00:00
2025-04-25 00:00:00
| username_encoded
stringlengths 136
160
| url_encoded
stringlengths 220
332
|
|---|---|---|---|---|---|---|
Maybe A will be a 6 nations still? Doubt it because that would be ambitious.. But live in hope | r/rugbyleague | comment | r/rugbyleague | 2025-03-21 | Z0FBQUFBQm9DbVhRei1HcjBMSDE2RlZ0aHlmNUJoN2oyUGNWU1NTTHpKa0JOSFp4REg4MXUwYWFkcjR2VFpacUJaQkJ5OUkyeGlvQW9CTUxtRVg3MndzeGwxQl80a1NLb2c9PQ== | Z0FBQUFBQm9DbVhRb2w1eklZMEl0X2JLQkVrRWZuYWJfTm5aZUJOcnFKWTd5ajdPSlNfcTlFeU1zS1VzUTNhbEhoc3loZVoxS1d2cm5wOW1IYklPVDdoRXdVQnJWSklJNHRFbXViTnhiVW5YQUxpMG5hRnRLa1l6dWNNZUl6bzd0S3lyNHJ0SmF5NmpfVi1lNXhKV2ZmRnVpWm9lZmpzZUhRQUhxOG5KZ2p4RG9MeDRTRnFFNTVBbjlLR1FJTjdEZWo0SGpySHp1ZGpCRUdaVGg5dmxaeGhuQmJMMUlMUktXUT09 |
Good that this is returned, it never should have been cancelled regardless of the world cup difficulties.
Ive long thought that these tournaments should always be 4 nations format though. Would love to see
A - England France Wales Ireland
B - Lebanon Scotland Serbia Netherlands
C - Malta Greece Italy Ukraine
D - Czechia Germany Norway Spain | r/rugbyleague | comment | r/rugbyleague | 2025-03-21 | Z0FBQUFBQm9DbVhReTcyWTcyYjRMaEpDSkFuOTZIUUtwYVZhZ3ZtY1FwbkgwQWdMOXBJTG1QTVJRdVlDX21ma2Y4eGU0aUR5aENCamtjdUNUTzE0YTlvWVRtOGtFSEQ2NHc9PQ== | Z0FBQUFBQm9DbVhRZG1heUJuUDVqRFo2NzM3N1M2WTFzSUVKS0VxWUNUaUpCXzVFNjNJS0ExY3JLV1k1Z19sRmE3SVRDakJhUUNJOGZ6NVNyOWw4UERnOVQ2a0ZIaXNKXzNaT3B5bUxUYVdxeGpaVEVuTDZKamNSU3BHUnVJdWdrUllhcXZxQW5aYXJKejE0enZjTzNRZzV3by1DMmozVTl6ekk0VWhNUEs3MzR4ZTBxZXFkQy1jUzhVUGFCQTM3MlctVllPYU9TQXR5eWVqUlc4WTB2cE4wRllWQ1kwZXpWUT09 |
What are folks thoughts on ClearBrief? It seems like it has an impressive array of features that make sense together, but I do wonder if they all work as seamlessly as one might think in practice. | r/legaltech | post | r/legaltech | 2025-03-21 | Z0FBQUFBQm9DbVhRVzV4Um9IbVN5X0tuS1psQWJYbkNubVA2WkdrMnB3VXFBRncyQUVEd1RnbTBkbUVOa0Z5VlZfWHQxaUxBd1FhQnBTZmE0QUhVQ2hVUE1nTlUwRWIwX3c9PQ== | Z0FBQUFBQm9DbVhRVE9xWDhlZkFvUl9Yc0lJbWptRW16ZURJVVNuYldKbUdra3FfeGdNdjFXMU03UERwY1NiSzVqUDFkUnVKdS16RG9ybVI3aE1JdGlOcGRQYlNoWFRRcmJlbnFPUDJNbEdLeFNQdExUWnBXTGQxalQ5cWk3V3YzNnhUdEZxSnBHeUlXR1NGa0hTS2ZrQXJYUWtxZml3Vm5BPT0= |
Probably Wales, Ireland, and Scotland. Didn't England and France already have confirmed fixtures? | r/rugbyleague | comment | r/rugbyleague | 2025-03-21 | Z0FBQUFBQm9DbVhRZUp4a2p4bEhJQmVycWs3d1BETjRBcUg3bHgyRk05WnA3cVdVNjRqN2FwSDJMRTRPTk9uRTZZUWVHRHdQUnluTzdPTG84VE1yTnpqa2FGeEVGZ01Ia1E9PQ== | Z0FBQUFBQm9DbVhRRTVuVnRqZUJTc1JXZFhKVFBLb3RHdDBVSXF2LUd4U0JsYkY1b0FSdzlGVW9NZmZNeXp6ZUwwT1dhWmRpNVZFQ3BEWGl0V0tWWm5EOEJtZ2FoVkdNYTZFSU1WQ2lXZmZwRDFUMURRTmtUQ1BhTXdIWDFjbWtyRWx3SWNLMzczREpCOFNsWlI0aC10ZTNpNUhtd09pX0g3OEEwcGVQc2M5S2JHY3NLRFE2RlhyWHdFQkxfR3Nha3lvT2g5eDVXcDhkVFVTWEVhRFJldmU5U1NvdThzOXJsUT09 |
0x1CF5eB24f843D21AF9F3d605d0766ECBA7E20b23 | r/ethereumclassic | post | r/EthereumClassic | 2025-03-22 | Z0FBQUFBQm9DbVhRU1JCNHlSbGV2OXg1d2h2a1dDN0ZUYkMzRVMzUXZ6WEdOVkpjQ1R0SGJrenRWay1VSzlBaHp6bFZaVlJHZlZMcGlSdnEtZ1hrZWxOU2VUZ3dlRkxlYlE9PQ== | Z0FBQUFBQm9DbVhRNmZ1ZnU1RXB1ZGExRmh5TVRvUTZBYmMtcmhPZzJyR0ZVX3hyWjR0TmpUR3ZBVjRnY3pYSFozS0hGZS02cXFSQUQ3bGdEN0xrLUxpRWltb2pBdDBCYkIzMTZJVE5aWExxOUdFUXdHV01US2hnbDVuYkxGNlNReE00V0M4Z1pZWXNQMjY1ZWZpc1l0RXNnUVhXSDlDbUlpekx1WWRPYUcxNkV1YWU3U2YtZWRna3JMc21oaUNlcWRGT1daVTM3eDVqVG0tQXBzVEphQlZaSmNuX2pDS0ZOQT09 |
# InfiniteYou: Controlling Identity Preservation in Personalized Image Generation
I've been looking at this new approach for personalized image generation that seems to solve a fundamental trade-off: maintaining identity while allowing flexible editing.
The key innovation is **identity-enhanced cross-attention (IECA)**, which specifically isolates and preserves identity features during the diffusion process. This allows the model to maintain a person's likeness across different scenarios, styles, and contexts.
Main technical points:
* Works with just 3-5 reference photos of a person
* Modifies the cross-attention mechanism of diffusion models to give higher weight to identity-related features
* Creates specialized identity tokens that capture appearance essence
* Implements a zero-shot approach that requires no per-person fine-tuning
* Demonstrated quantitatively superior identity preservation compared to DreamBooth, Custom Diffusion, and IP-Adapter
The results are quite strong in several dimensions:
* Maintains identity across different ages, expressions, lighting conditions
* Preserves identity even with significant background and style changes
* Achieves higher CLIP-based identity similarity scores than previous methods
* Performs well on challenging scenarios like unusual poses or dramatic lighting
I think this approach could be transformative for personalized content creation. The zero-shot nature makes it immediately practical for applications ranging from virtual try-on to personalized marketing. The ability to maintain identity without specialized training for each person removes a major barrier to adoption.
What particularly interests me is how they've managed to decompose the identity preservation problem from the editing problem - something previous approaches struggled with. This modular approach to attention mechanisms could potentially be applied to other domains where we need to maintain certain attributes while allowing others to vary.
The limitations around extreme poses and occasional artifacts show there's still work to be done, but the fundamental approach seems sound. I'm curious how this might be extended to video generation or real-time applications.
**TLDR**: InfiniteYou introduces identity-enhanced cross-attention that preserves a person's appearance in generated images while allowing flexible editing. It outperforms existing methods without needing per-person training and works from just a few reference photos.
[Full summary is here](https://aimodels.fyi/papers/arxiv/infiniteyou-flexible-photo-recrafting-while-preserving-your). Paper [here](https://arxiv.org/abs/2503.16418). | r/neuralnetworks | post | r/neuralnetworks | 2025-03-22 | Z0FBQUFBQm9DbVhRQURPY1N6cElZMElQaUZJX2gtYk94MjdvNUg1SnJjUUpyWUtpcThRZmI2TVN1RndWWDFMa1lCU2g5T0xDbXpQVS1yc1lyaWVVZVVqZkFEYWl1TVd4V3UtSmtGMzQ4VkMxeXVqZzNLeERjTUU9 | Z0FBQUFBQm9DbVhRSmtUQVpySHB1SGZVYjl1WkJ6M3RidjVUYjZUSlBQX2pMUXRzVUhSNUR0cjY0TndoZjJWVkhpQTRTXzR5bEV2cmZHRVg1VGFkS0ZIMEpLdVdiR3lJc1RMck94RTJDNXNXQm9ubE9sRGw3a0pSQ3FzSjN0VnEzVklfZ2x0emdRbWk4Q1ZtS243dXBMVExoVG44VzZzVU93bjlZTUd5NDN2X04yY3BWMUZmNUtGb3NMVDcwRDN1b1U1Y09KbVNQeUZuM05nX1BhaDh0bG5wXzVZUU0zeDdXdz09 |
I like this format and it's will continue grow their nationals rugby league program | r/rugbyleague | comment | r/rugbyleague | 2025-03-22 | Z0FBQUFBQm9DbVhRWk9HSEp3d29xUkxYLXdtWFBndlRfNDc0OUxJX2xqQzZQM1loVFc0RkFYRklvbF9oanNTc0FHQUg3WDY2aUI0Sy1wcnNnenZqUjVoT0NoLVpxOG0yaUE9PQ== | Z0FBQUFBQm9DbVhRX21OMVlGUmJ2VnlqbEROVUFtQy15bUwwM1BSVnBERTBsMURIM251SWJoaGpCekw0U0ZLNXpzWHJ3ZU93T0Z6NjlLTV94V1dtMi1telBvblJ5SFBxQlVlM012aXJMUVRheGdmUnlRbzZ1Qll5NzNucjVzc2t3QmVCNnBQZnpBR1doZzZYMHdnRWZVWjkwOEd0VUxXejAydnk2TmRXZzg4bkhwdW9RVFU3OWF0QjdIbUwzeFdOcDdhTjJSc2Faa1ZwdzVJNl9LM1FoaFdWVWxxNXFTelNtQT09 |
This account needs more than 15 karma to post
*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/EthereumClassic) if you have any questions or concerns.* | r/ethereumclassic | comment | r/EthereumClassic | 2025-03-22 | Z0FBQUFBQm9DbVhRdFlpM0xDZFBwSzNkdlFURE5yTkVQczBpRTZJZHJha0RDNUpHVEFjOVdaMGtLUnpEUzJCMkxpSkNjbVZ2bEpZS2twUHJKalhTeE9Xenh6djNKdG9INmc9PQ== | Z0FBQUFBQm9DbVhRU3poVHRFdzhSUGpTYWwxYkhsLTJfVWVQR1dQVDc4emRiUGJRa3EwanQtNnNFV214cndveWJ0VlFkVGRTMkFiRG9lLTBNMExHRXdzZ0pNc3BiMEtxUjg2VFBhQkdPVktJY3BJcW05R3QydU94NGJrUllOMEhQZFMzRkRoSkxmVHBjYmh3ZjBkUjBvcVBCcU5uZnl1TFZGcnRIRG1scGotTjk4aFJka01Ha1FGZ0lrcmhuOXJIMTltejFHSld4T1BrYm54UVRBR1JjSGRkUmJfZnVGdGVpMi1Qb2NnbUZlWmVEaHVkWnluMzJ2UT0= |
Having tiers with their own groups, adds a chance for glory, more silverware. Builds folklore and history, we just need to keep at it ffs. Look at all the sports from the early 1900's and late 1800's they weren't professional nor did they have all the globes teams and massive crowds. We just need to make it easy by minimising logistics, etc. Use cheaper accommodation, fund the players well, play double headers, broadcast and stream matches, reuse the gameday uniforms if needed. Just make sure the players and trainers are taken care of. Semi pro players will take it seriously if you fund them decent dosh but doesn't have to be amounts that will make the IRL broke. | r/rugbyleague | comment | r/rugbyleague | 2025-03-22 | Z0FBQUFBQm9DbVhRUHhEY3pVVWlWVEROeEtkXzlNa0tFdHJ3STlFWEhBZWEyOVE4NjlKOXFLaE9xbzkyYmx6MXNfSlkyeUNtM1NIUWtMamVJeTBJeFFlSnMtSWdrQV9oeFRzN3Z0d2VCdHhqVEtsZzV3aG41YzQ9 | Z0FBQUFBQm9DbVhRMWx0azNxcFJhSWUzaEVvb0llX0FYdnI0aTBEWnp4ZUFjcFItY0FCUjdxTGVqcEwxMzF6UkZ4bVdOUzJielBsZGkyVEhHcV81NmhtZ20za3lOU1lzTlVyemVIekZpeUhJdGFmd3dJUzBlYzFsZ0hXR1FZMERQc1lJWDF4SHQyUG5uSUhRRXRhTmV2b21hdk4tcVluYW1lZ0p6VHpxckhQdFh2NUpBUGY0UGtCNkFLbkFKczNud1FVX251dnE4NlBraS0wdUtSWkptYmlfZ2JXQWVOMTBiUT09 |
Agree with everything and I hope its go well for them | r/rugbyleague | comment | r/rugbyleague | 2025-03-22 | Z0FBQUFBQm9DbVhRRUpQY3M5Y3c2ZU5JZUlpVEJ0MDl6SjlkTDJRQ1ZoR1dQRFNaYUpia1VWakRjdlpGNUI4S3VHSkhJVktDUEZfR3R3TzFKMjczbkcwOUJ0SVdRR3ZVemc9PQ== | Z0FBQUFBQm9DbVhRUndneV96OEZzMjIxQzRPaWZ6cjJ4clRYSTEta210WEN6WEp6cE9BYVNJSS02aFhBaGduS2stQUVnaXprN0dDdWpyMGNDeW1jMHoyLUpGcjUtLVJXYXNNNGo4dDMzblNrVV9rMHBIT2tDMUtZZUl0dGtFTmZoWUpjNUpwQm5vNEV5ZVVTNWQyZ24wU1hfc2txdzk4QWw5bTRXcVRVeTVkMEtlbGYzbDBIQUZ3WUhoakczaXNqaGF6a3ZZcVdNMW9FY2F1XzA3TlRIbUFsU1o0TTl5eUNWZz09 |
Hey everyone,
I just added a "Software Publisher" category to the directory about IP I launched this week (don't know if I am allowed to post a link), to help IP lawyers connect with software companies. This makes sense for our directory since software patents and licensing are huge parts of IP practice.
Here's my problem: I want to create a dedicated custom post type for actual software products (not just the publishers), but I'm struggling with standardization and which softwares I should accept.
I am just brainstorming by myself and thought I'd ask people interested in legaltech.
Should I categorize by:
* Software type (SaaS, on-premise, etc. does not make a lot of sense since everyone is moving to SaaS)
* Industry (legal tech, healthcare, finance)
* IP topic (patented, copyright, trademark)
* Regulations? (GDPR-friendly, HIPAA, etc.)
For IP lawyers, what information about software would be most valuable in a directory? I'm worried about creating a mess of inconsistent listings that won't be useful for searching.
Anyone here manage a software directory or database who can share some wisdom? What fields/attributes would you consider essential?
Should I accept general legaltech softwares or only specific to IP?
Thanks in advance for any input! | r/legaltech | post | r/legaltech | 2025-03-22 | Z0FBQUFBQm9DbVhRdTNobndWZWRIcHlhUGhpVWhsNkltZWNWaUhHVzRzcnljelU0UGRoU2s5dUttb0VsVmxNcjRBMEdhRzBvLTdZbTZBbEd3aHpxc19LVVBKZlloMjZKMkE9PQ== | Z0FBQUFBQm9DbVhRQW9rdl9oQnFZR3V5dXozeEFsVlRPdFJOY3NXWGMtUXFpOVVOQTdSVWNUeHpPRmpKU2FqcGYySWRzeW5VdUxFTUFkazh6aDB2d2FkN0FBSHRaVGtSRS1fcFV4dnZlZUh6WC1DeUtXVUxSLXFpSkZoQzBqckdELWZrZHpuSlAyVFJSdS16amdKQURhOGpoR0ltamR3dnRmVjMyc3RDSC16Rk0yUUhUUGNlbFVjPQ== |
This account needs more than 15 karma to post
*I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/EthereumClassic) if you have any questions or concerns.* | r/ethereumclassic | comment | r/EthereumClassic | 2025-03-22 | Z0FBQUFBQm9DbVhRbGhId3lWQjl2dmo0VVdNQ3BkMjFJQ0g2RzFpWkJNc3hWaWlqN1JOVVV3bkd5VVROT1NLN2sxUWdFYlpsaXdoMkJMdS1xSnhUNU5kSGRzbmRtMkNwS3c9PQ== | Z0FBQUFBQm9DbVhRS2hnWXVHZlYwMFQtWDlxN1JUeXZkVEpjdzZLaGM1dlhTa0ItZ2lOT09HdFQ1VDN1a3dMT0JaTnpGYUpKTXQ2bUxWSDFqUVpYczUyUHBBZm01Y0pQN0ZueUE2MDRWS29ZLXVuUjNQdkVXTnVzWV9lN2d6MlliYlhuemhXNEpIZTljVU0zYW5LMWRNR05XX3hVSWRGU3NhV1gtQkhPeUNPOENuUFZURGROSC0zZ2ZiVFp4WnNqdmFiRGViNEV1Q05SNnVHUC0yU3Z0SnZDbnU2aXdOeG1rTi1SWUl4aWtWTENKZlJ0X3ZGa3Qtbz0= |
Wonder if Ukraine will be able to get a team together? The president of it was on The Last Leg last week talking from the front line https://www.globalplayer.com/videos/2JsScBTMgmv/ | r/rugbyleague | comment | r/rugbyleague | 2025-03-22 | Z0FBQUFBQm9DbVhRVWRJZnFLU3VlSExWUEgxTTMwbHIyQjdHR2xPR1lMbU5GaXc5MTl4QVEtblhncGNHeTcwUlhkVExYNTNTd1lfWHdVOEE4U1gwWHJOSjRza1R2elZJUkE9PQ== | Z0FBQUFBQm9DbVhRUGU3MF9scFRPMkszMm9DTUc4SkM0bFB5OWRrYnZSRHNMZzZJbVVkUHlxQU5EeW9kYTlMZWFKVDRuZ3NORGxsX2RLZ1lpM09LSDdya3N2NTluYkVtVjBMNElpeURmMm9jQ2pfZFd2bVd3RzhsZlJOc1Q2Wm5qQTc0REhfbEdabWZPVVBOUXE1M1JSOGxhcWpQYllpR1htcHN0R0ZJajF0aUNyWU9NaUJJWXBMc21WbnFjUVFyVmdjZFlMUlo0ejhUUWtWSHRqamJiS2lVYTFpdTFheFAyZz09 |
I was wondering about Lebanon too | r/rugbyleague | comment | r/rugbyleague | 2025-03-22 | Z0FBQUFBQm9DbVhRekFnSmpuZHYyVERzQldjdWR1TlJDZldVTlZ1N0FWV1BULTlBdVJ6T2syOU05UTNXY2tvejJpRzg5WDVvWTlONXptWk5LejFsTzZUTldqZGpFdmpxZkE9PQ== | Z0FBQUFBQm9DbVhRRWRpLTdPcUUteUdnQUFpdjcza01INFhqeFpJck1pQzhKdXFaenlic1J3cGVMWlVRUG9xWmFxSlJwdFhUOTJhWEhDR0R5SnI4eGREbEJDeWhFSGc3YjBPZVVQNHNxMnl4MUJqTTFVUUdUT0NxUGNGM1JwenFFZjY2Y2V4Rl95TVJ4djJvWGtuelhkazR3UmduQkVlMG1TRHNPSUV6Yk1pUHZrdVhnNzNKZGRpLWVaeU03STBFRllCbm1oYVdxU21fTE5NSThTdUNGb1FKdVl5VFdGQmRvdz09 |
Where does everyone find information on community events for ethereum classic these days? | r/ethereumclassic | post | r/EthereumClassic | 2025-03-22 | Z0FBQUFBQm9DbVhRUS1BMm5iQWJQbEZad0xSbHJzTklEVWdMMk04TVBaQVFINzNoZWRjbEtCYkVEMkdnTmJsbndxMmdQbE4xMUVHMjZRN1BNMVNVUk41dkIwR1FJQU9jUkE9PQ== | Z0FBQUFBQm9DbVhRZjVlTkxNajhHb3RaeXo4MEszNHJBb2NjMjFhYmJKNTJncnpJT3dYdjRCUG45R2ZERDJkVnJ2dFE5ZC1US0h6NHQxM2tyU1VKeW1pbmxyN2ZZN3RFanBTcjlPWlhzSjVUck5rSmlMbG5DQzdpMTltc18xaWxKT2lJVmhsb19MRWZEbUVUSm84ZktTWl94TGhsc0UwbFNOcEc0MHlkel9sOHVsXzlKT3NjdUwzaTBkU1VmRDRsX1ZoOFMzVTlWcnJV |
Yes, I was just wondering for the WC, slightly off topic | r/rugbyleague | comment | r/rugbyleague | 2025-03-22 | Z0FBQUFBQm9DbVhRYkVSSGt0QTlyX0laZXBjb3hvbXRCSzRGTjhjbFdVRFozemJhQVoyalZTbGlBVzlVY2NMTUlVbXpNWDV4UndiMHRWYXlTOEJvVmVDUzNCRFhhaW15M1E9PQ== | Z0FBQUFBQm9DbVhRSTlRaURTX0pBNFVFSzlsdEdKMXFmczlRb2RVNzZncXFKRUxGdEZiWjN2WnZJVHE5ZVkxNmx2VkVNeXk5OWFlUnJuelY4Zzh3T0RKaFg3ekY5blpOZk5BTmtQMnR3Ym1LQ2UtZ0ZKMkNTYmdlNzMzVU5MWUplY2hSMVhCMEdSQzlxSzFqWHVmNGx5cXd5UC1lV0JiMDBMN2RIQkhJUHIzOEdIRy1fR2J2UGJwVmdwTTJDYWR4UHo2NDdSRVdrSm1LMWtoYWt1OUhIaEhoUmF1RTcyakNfQT09 |
Wake me up when it's 200 bucks again. | r/filecoin | comment | r/filecoin | 2025-03-22 | Z0FBQUFBQm9DbVhRdjVzWnlhVWhwNmlnR1VUU2ZFZjk1b013TjBYci1tMlYxclViT2FmbU15SGllcTJjWGduOENWZFZpQnZPa0N4eWNFZVY4VlNyWktZZldOaUpIdEhqeEE9PQ== | Z0FBQUFBQm9DbVhRS2laZUlCMTdYanB4MkFFOVE1MW54VnljQmx0N0hvRjR4TWZTeGd3NHBMbk9iNkJkdU5sN24za1U1NDBXYk5QVzh1TlZoRmF1eGJ3aDRHc2VGbDJTdGFUc1Q0bVpWaUVCYi1iM3ZXMDhmWXRTUllrWWFRZGJwNzhUN1BMeURMNVNXUmluWnZyTkVBbHdLZUVrVmFwTlgyQVlBX3c3eURZY1RqcUpnTjl1V3k5RDhoSDFBeXVVS1NKRGVyMUw5LTF5UUVPNXpMeWJUYTJmSm9zWURnb3BaUT09 |
How can it be Enterprise grade when it can’t meet compliance requirements like GDPR??? | r/filecoin | comment | r/filecoin | 2025-03-22 | Z0FBQUFBQm9DbVhRTlIzNEppNFRRaTFqVnRuZnVsUXpfVmFhT3VHaG83M056dEZ1aFRTeHRFU0YzRWo1ZFhMd0o2SE96RFV1bTI5TFVCbDkzQkdHN2pSLWpnRWV2QzNMRVE9PQ== | Z0FBQUFBQm9DbVhRLUhMdnNPNVlFVmQwWE4wRXdYelIyaEZaWlVJYXNYUm9zUk9iYXBWMFptUDhjY0I2Vy0xNVF2U2RmOG1nT01ZSHExYUdZWXVJdGFHSVlVTDViOTM5SE1HekJiajFfTGdmc20zOUUwY0diZ21QV3JPaTNtLWtnU3dlNG9iTlM5aF9RT2RscllxdmNUQTloaVZPWFZ3dXVOcHVqQXdDNnZRMG81c2F5UjVTZ3Y0RFJrdkxqcHZwUEVmTFViUVVKZU10UTJjQUtQbXk1X1kwYzgwSG1icFozUT09 |
Aren't most European Rugby League representative teams just made up of Australians and Brits that have some kind of heritage to these other countries? | r/rugbyleague | comment | r/rugbyleague | 2025-03-23 | Z0FBQUFBQm9DbVhRNmZkeGRrQXFnYW05cDNaWkFWOXpfbnIzYXpmQTZNbWNpMWJwYW4yb19uLU9Rck5FU2plVTVkZlM3MVVGMkFVUFNJX0JraGJRZUo0ME0yMDJIOV9yXzJCcTI0MFcxdVJtR3h5M3JBckdCZU09 | Z0FBQUFBQm9DbVhRYnhNVmZLVGt6N1BoMnRickNqbjRuZzJkZU1Cem9oY0RSRHRDQzZtV2NwbGkxcFFpOUhReTd2b2J3c0VMbmNIaHJ4WWRvR0xhSlVHLXdySlVxMVc5VHRsYXlWVGZNQU1KMGNvNy1pUC01NkI3dEdyTHBSb3dMT3pwUjREcnBWYU92WlhMOGJwNVNuWjlNMXZFVkRTYkllekZFOXIzUEF4ZW50ejdmcjFSTVlPam9YRy1oYVl2WVNkYmV3STE3c0tsdUZuN245UU9aVXpQWFctaS1IblRWUT09 |
I recently stumbled into a project that makes staking even more rewarding, and I figured I'd share it here. YieldNest offers a way to stake your assets while passively earning multiple rewards, including potential airdrops. Instead of just parking your tokens somewhere with minimal returns, this lets you optimize your staking strategy by gaining exposure to different opportunities at the same time.
What caught my attention is that it's built for people who are already familiar with staking but want to make the most out of it. If you’re farming yield anyway, why not set yourself up for better long-term gains? It seems like a smarter approach to DeFi rather than just hoping for the next big airdrop to come along.
Curious to hear thoughts—anyone else looking into strategies like this to maximize their rewards? | r/ethereumclassic | post | r/EthereumClassic | 2025-03-23 | Z0FBQUFBQm9DbVhRYTRLU3RoLU42bi1OTmRvLWVMTkRnUmRoSmZmS0RtMFp5N1RrdE4ydkhqZ09ab1UzWkFGZnN5OXlqWi1mVGFoaHJ4RVVtUzM4T3YwRGhBdWZNb2F0dFp1N1luTmgxRWVvTWRSVjRfNHRhZ289 | Z0FBQUFBQm9DbVhRNUJPOTd4QkZUSXdtRmVBTmhjSmNXS1hJMmRTczcwYUFRalBKdFdMb2dOVWdUaGI1dy0yajFFZVgwRk9oRjBXREpla1hpWWxoWkpyazJaSk9wSTJGc2hLQ09hNnNxS3psa3U4TUZaMDJZX0k1VlY0N1g2UXBaSnRySmJVbjV5WERlQlBEdGlKMWlXZ2Jvd2Q5MG5ZWEpoSER5aEpxdGxpVC1lRDNBQVozWkdtWmFENjdHdEFLRW53eWFJU2V4alk2THhjY3JMNWdETjZ4N1duX1NCNE5Fdz09 |
Some are, but don’t think is the case for every country. | r/rugbyleague | comment | r/rugbyleague | 2025-03-23 | Z0FBQUFBQm9DbVhRcHJ6dnFLTGhncWVfNldyc28wZ3MxamVSOHBHYUlhcEVveHJ0LU5zZVVPU3ZISFM1R2FvQmhPYXFWb1g4azlic1lSLUVkMTVKdGhtOGsteGVsUThseFE9PQ== | Z0FBQUFBQm9DbVhRWUN6WF9teTJ3aV9CU01WSFYtZ0ZQUGZ5TjJaYmlFNlZLR29BdF8tYjY3ZVBKY0FXZnRXa0dLNW9OS3lTR2VsRkFQUFBkc1pSUl9kNWF2cVVmUGxkVl9QMnNPUFVzUmlYQnJTZ2E3aDg5VHA1NjhDMFczNTVQTkxGSXJZaGMwWlpjcHdOQTk3ZXlONTNmWkRmbTBWeHlBTFA5N3Vpbm5xOTdSSHFGaXd2YVNyZVotZnladkVsU3FYSXkydm54bGdfdFdQdldNN3NCTUtQOFkxSTYtaHdyZz09 |
So, I am looking at building a proxy/relay service that's purpose is to transparently inject Bluesky authentication into an HTTP request.
Essentially, the client requests a resource from the service, using a propietary authentication method, and the service removes the propietary credentials, adds the Bluesky (oauth 2.1) credentials, and otherwise forwards the request as-is. Obviously, to keep the service lightweight, it is best to implement it as a streaming forwarder: Read request headers, modify them, forward headers, read body chunks, forward body chunks.
But I stumble upon the requirement of DPoP nonces, as laid out in RFC 9449. The RFC says that:
> The client will typically retry the request with the new nonce value supplied upon receiving a use_dpop_nonce error with an accompanying nonce value.
So from my understanding that means, the proxy/relay *has* to buffer the full request in order to be able to transparently retry it. There's nothing like a HEAD or OPTIONS request laid out in the RFC that allows me to pre-flight the request to validate the nonce.
I *could* toy around with empty bodies as a pre-flight attempt, but is there any rule that says the DPoP nonce must be sent out on bad requests? Also, that's probably going to hurt the quota and is not very nice to the other end.
Is there anything that I am missing here? Any kind of "would you mind to tell me the next DPoP nonce, please" method? | r/softwareengineering | post | r/SoftwareEngineering | 2025-03-23 | Z0FBQUFBQm9DbVhRWGNESXE5dWVDRVlybk0yMW9zaS12OG5hNW1NOWZZbXllOVRNRjFqOFh1Yk5EZmhMbWstS0tJb0U5bEVGS2FHMFdGb05OOFB3UlZVaUV0aWVuSlM4OUE9PQ== | Z0FBQUFBQm9DbVhRNGhia3M3ak1WSzBFMmZfeUY2bjZSdXNjWWlGeU0tLTdrX0t2aWs5cHBkRTdoN2R2SDdKRDQwNWh4UnpNRGtpMndNbVg2S2txcGxUbzdVb0hEZ0UyLWFyamk3SXE2V0o1V3FNa3hCRm9xRE16a0Q4UTBGczB0NVVwNzdjMmNXRnJRdE9IbzdCdzRmWExLeEZxTjV4bVBlbUIxNG1mYTFTeHZfWTByU29EZkpyWGpGLUh3OTlIamhQVHZlZGV2dURyOU1MLVBoVHBzUFRaVVVnMXlKRTFtdz09 |
Netherlands and Serbia are proper teams, and Greece can definitely field a purely Greek born team (not a great one but they can) no clue about the rest though | r/rugbyleague | comment | r/rugbyleague | 2025-03-23 | Z0FBQUFBQm9DbVhRR2dycXNQRDVGcmxqVy1MUUIzRjhFTDE2Mkl3U3Q5d3IxTnctMi1HUnB5RWxUZEd5QnF2eFpqM0xQRF94TVllRk5VcE14Q3VsbEI0Ul9OOGZKanNtc1NpUGV6cmltc2lDNjNvUWh3MjlWbjA9 | Z0FBQUFBQm9DbVhRcGRNMm9yUzFpWl91T0l4SGI5Xy1UWl82V0FBRENxOXlvTHRSZV9MUk5QcGFCalJwdktEd0NDT3VGc2FoMTkyb21sNkV0MC11Z3BzclQ1aGgwQ0lNY1p5WGNxZG1tbFdZWFVnemFxekVoaVFZcnFlN3g4QzFjQWlfdlRjekFRYkNCN19jZlRVMF9QQXE5UFVxYWZfOHpaTjZsbGhvb0haR1gyTHZ3MlFRRkNXNlNsSEd4aGpSUmo5VVRZTWpyLUd6UjNFMlZ6NzFXQ3dxZGY0MVNmWnlnQT09 |
This can only be a good thing. Having mobility between the tiers stops it from getting like the six nations (not that it’ll get anywhere even close for a while) where the countries are too entrenched. Hopefully in 25+ ish years this has had enough of an impact to get a Euro’s style competition going on every four years, but that’s probably not worth thinking about right now. | r/rugbyleague | comment | r/rugbyleague | 2025-03-23 | Z0FBQUFBQm9DbVhRT1N1d3lLeEdFYnlJT3VhU0lXMmd5aHp3djEyd1p6MFd5dEgwbW5fcUNtTHkxYkNKeU5uQ0U1N203VkNjSEFuUm9KaDQwdFNKalRNUk5GVjJPeUktSDlPYlgtRHdQNDA3am9jdUNjdjhYS289 | Z0FBQUFBQm9DbVhRdmt6YW4xZWFyandpbXRqZmJDNDcwN1dOQ2hpMm03dVJidUhlbmR3SmpBbER4ZGNSN3V4ZVZLTHRkSnFVajhhZjVXWGRqMllqN0p0RzJCenhIM2g4WVlHai05QnhFVkg1NGtpYTlhbDJvYm40LXdpRWNPWkdWSWh1bGlJc2FzWGVsTUFrM29mLWlwc1VPNkhuZjFDN2I0M3o5aGptVElFVll5NXMwUnlRMnVmRURCNnk3NkZ5V2ZTc0xnVk1vOUIyV2FzMzY0QUJ2azFZQm9RT3kwblUxUT09 |
With an easy 133-67 victory over Ethena USDe, Bittensor advances into the 2nd round of the 2025 Ultimate Crypto Tournament! Next up is 3-seed Chainlink. With less than 24 hours to go, TAO trails 110-32...
-“Games” are 2-day Twitter polls. The coin with more votes advances. Single elimination.
-https://x.com/UltimateCrypto7. Only humans may vote, no bot chicanery allowed.
Good luck! | r/bittensor_ | post | r/bittensor_ | 2025-03-24 | Z0FBQUFBQm9DbVhRaUlNVkJfek5TX1oyRHg4eHhCTE13SVlxYzBIU3BOeFJKbUdfX2pBdk5KYlk2OXdXeWJhd2o0eVlkSS1KSjNhQTRCNjBGWUF1ZVZ0WmVSUTVvZW11OEE9PQ== | Z0FBQUFBQm9DbVhRa1hKOWZzbzRreEhhekd5VFk2ZE9DX2VIMlpWTGs4b2VJcW9mWEhxbEtZTzQ1clQwLXc0LWl5aHNBaXJTLUtUc2I3Ykx3TmtWQkFlc0FWdTc1SzFUYnBRdlhnRHFncF9pOTdkM1IySy0xV21ZVUZwblVsUkVySWMtc3NTN052eDBhUEk4bDFNM0RkVXpWbHJNbVB2eGpxUURUYUh4NHJQZjh0MHFZbFFXVUVUX3ZtT09OM2JaNURaU0pqZkdwaVVyYU5TbmUxRC11SE8wVm5YV3BlcGItZz09 |
I love bitcoin. I built a DIY project on a raspberry pi called PiSwapL2.
Pass out BTC to friends or strangers with these microSD cards. I pay $1 a card. 3D print the SD card holder for free. NFC sticker has the address. The microSD card has the private key. The raspberry pi automates everything in 30s, from new chip, sent USDC, then swap to either wBTC or cbBTC via uniswap contract. Gas costs 2 cents. | r/btc | post | r/btc | 2025-03-24 | Z0FBQUFBQm9DbVhRbEliTFZHX3M4YjdEV2oxbUhRMGM3cm1ka280Z2RLUEpnRGE3Q1had1NKZlVhWmxQWktZRU5sbHpxTmhQc21KNmxkbURYb3NRRXNhV2g0ckhLOUd4REE9PQ== | Z0FBQUFBQm9DbVhRSmdRbk82d0RUWExueGVUWmpqSEJibkdTM0dyeE1GekZqTmFlTWdQOVF4SGxfTDljazNLODJjZFpVUFhfYUc4a1lDbGY1NEVySHlkeldiaXdHdkFWX0J6VHZ2SW5MdzFia3IxbW42ODUtVFlzU3pWcFRCVmIxRm9STzlpdnNNTUlzYklVTHNlNDlvSVBYZkpmN3VQLUItM1N3VjRsRjIzOHRDUWUySmxYNUFnPQ== |
r/polkadot | post | r/Polkadot | 2025-03-24 | Z0FBQUFBQm9DbVhRY29rV1JzMWkzc0Fha1lILTBnODFlTzJrM2hsamtnUnRhZmFCX1lUYW1Eak00T1BETkpOMlhfakJreWI4R3VnTEUybThVSlJ1ZWFRd1R6UE1vWURJREE9PQ== | Z0FBQUFBQm9DbVhRSHUtNGkzUnBVVkQwdERYOUEyT1V6Z3llM1h2WDV2V1ctMW15Y1V6NDc4RkFiUzAweWhBMHBXMzJVRWQ2MkFkVi1BazRzcHl2T3Z0X2lxWmlaTXpfdUNMYldFQWR3WThyT2tHRVhlanBuSU9wc3BZemlyMDZMZ0w2Qkh5alJJM2FzdkZTVC1iOG5MNFlrTGxaVk1KNmpvQ3A0SHJXZXFLN3h2MlVlSlNtejU5dE1hNktkMUF6RXFMVV9QTkFvQzBjNEM3anpheU9IX3NYQjZueU9ndmlqQT09 |
|
It almost green on all the coins I am holding. What is driving the price momentum? Any breaking news? | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-24 | Z0FBQUFBQm9DbVhRNGdPOXctV3BHczlpVGpHaWRvd3BqQklwQVVWVGpBb2doSmJ3Q2I0NWpuYTl5aEpCME1fWnl5bVRzczEzemVVam9JX2tKc2o1VEdVX1VydEdMNnlGSlZFeWVZOE9TaFRkSmc5Tk4zWE0tZEk9 | Z0FBQUFBQm9DbVhRNzhwTVNwN3UxTTBvbXl6TzRJZlhDWE03YmhSMUNOSkIyWi1nUjJDMEIxOWhMOVhpTjFTc2ZfdHFuTzRWQ3d3LVA1eVVEYjhadFhOenl5MXMtRzBnaERVcXVNenVrMmg3dkdnejlvUGlzck9LcmdQaTFMckJuckV1bGJsdkRxUXdDN1JOUU9xeFFieXJBbXY4SFlLbnJyT0FoYURJa0NSNklSYUw4aERjUGM0PQ== |
Given the success of the previous MAAMs ([see here](https://www.reddit.com/r/Monero/search?q=maam&sort=new&restrict_sr=on)), let's keep this rolling.
The principle is simple: ask anything you'd like to know about Monero, especially the dumb questions that you've been keeping for you every other days, may the community clarify it all!
Finally, credits to binaryFate for starting the concept! | r/monero | post | r/Monero | 2025-03-24 | Z0FBQUFBQm9DbVhRMU5UYmc0YTdiTzVxSFlNR0prRy1ydGFoR3JTaGVDREozYUl6a3ZTRWkxdFcxY3dWbWdabWRzaXRyQV9HSmQyUHRUWUpFSnNzMlp3Z1UxVUF3eVFfZ0E9PQ== | Z0FBQUFBQm9DbVhRVzh3bUpzam5QYlBoS3BDWW9hcHk3Snh1WEhidEpjcXRybl80eWFXd05qSVVic2ZlU3hRemtyRklncVpXOExSM0RCa2xTajBpODBHZUVtTnc1aWVmRHg3ZVI1M1FSWFl3dkhJRFZnTDZUOVVMN0Fya0JWanVSOGN5YVJlZEJLRnFYcy1GQVBvbnJzTm5rejJ1cjI5QUZRQmJRNHh2ZExnSXZwQUE4UDdGMVU5X1A1T3NMTmtSQTg1NVM3anVyNGFJ |
Hi,
I came across this implementation of LoRA layer to replace the original layer and I noticed it sets `bias=False`. Is it a correct implementation? Anyone knows what is the reason behind this?
```python
class LoRALayer(nn.Module):
def __init__(self, original_layer, r=8, alpha=16):
super().__init__()
self.original = original_layer # Frozen pre-trained layer
self.lora_A = nn.Linear(original_layer.in_features, r, bias=False)
self.lora_B = nn.Linear(r, original_layer.out_features, bias=False)
self.scaling = alpha / r
def forward(self, x):
original_output = self.original(x) # Frozen weights
lora_output = self.lora_B(self.lora_A(x)) * self.scaling
return original_output + lora_output
model.attention.dense = LoRALayer(model.attention.dense, r=8, alpha=16)
``` | r/deeplearning | post | r/deeplearning | 2025-03-24 | Z0FBQUFBQm9DbVhRekVwMHFPYlZzUWt0ZFQzeUs1Z1l2dVRTSnBPdm1ZWGdYd1B0NF9uaHZoUlUtcTR1Mk9pM3AwcDR4M2pTRnJwS3lLUWdjMVdXVnZzTk9VNHM4dUZWWGRVN3NBV2s0VDRjU2ZNTzl4emVic0E9 | Z0FBQUFBQm9DbVhRbVVwVjAzOXNWal8wbER4WlRmUF9TdURHTmlKcG1MNUNTV2tTbFZOaktlVWxnMHNYaWM0SFQ2ZDJPY2FDNk1QTmFqM3hwa3ozZHpZS01VUUhlaG1vaWpNQTM1S0FRejNhclQxWl9lLWZlNm0wb3NkUzJCX1dnZGdLVHhiUS1ZOUFHUFZ0TS04Nm9zNGgyQlBHWG9tT083X3JxREFBWXkyQ1lfSkszTkEwcm5fTGhjOWtKYlByR3VGSjNIY21nUmdX |
1. XRP acts as a bridge currency between banks and financial institutions, crypto aims to replace the very thing!
2. XRP does not use POW or POS so nothing in it for community, so everyone who praises are like cult followers similar to that of shitcoin.
3. Transaction speed is faster for XRP(since centralised) so does solana and dozens of eth L2's.
4. XRP has 100B pre-mined, 47% circulating/ dumped on retail owns 53% in escrow accounts, which is worse than shitcoins! | r/solana | post | r/solana | 2025-03-24 | Z0FBQUFBQm9DbVhRN2h5VUR4YnhMR29PSU80eDlULURPSlZHb2xlMzRYaERnUF9OT0dSSW5UckI4d2xpTWduZDgzOWRzenNieGM2TEFDSkRCZHdrUE80ZDlONGk4dnhIT3c9PQ== | Z0FBQUFBQm9DbVhRZEJaUmhNeGx0YnQ2TUEyWHpOVjM3U3VoajFnVjViUWxQUzJfb1JtV1F2SEo0SzY4YXFncEJwTThJMXJjMWs5QURoMUZkUFN5TTQtVFJLY1ZrNmNkQ0RBME90cEtDRHBMN001RXVxRC12aFdJelBlZlFsSDBaZV9tMTRyWHBYcWEwMmJTdmxRdS11VExrMkVHRlozbFhvanRNck5NYUVhQnA4dTIxNDNodUdLSmZ3cm1tY2NOelY5Yzk4LVh6Zk4z |
Hello,
I would like to mine TAO.
I would like to know if with the current price of TAO it is profitable to mine, and if it is profitable to mine what subnets do you recommend for mining?
Please tell me how much tao you get for how much you spend on electricity. | r/bittensor_ | post | r/bittensor_ | 2025-03-24 | Z0FBQUFBQm9DbVhRU05Fa0hEVk9DTGwwQlR2eVJOWWd1aUVfVzBfM083Mjc0Wng5bEY2UTlVSVhUejZpdER3dHBGQ29EZDZzYWM3TVpzTXlDZVVNazJkUUlQUGs2M1RsbTdkdVRuMTRmbTVfajVULWxTRHVOQ1E9 | Z0FBQUFBQm9DbVhRd3F3cnMxNktDX3YwVEVWbWl3MWxJNWhZLVoyTVZaRmxYMDB4aFI5NVVFMHVUSEg0SzJfNTdoeF9Ka29VelZOUU84bk4wVW1SM2dtYkVkSzQ1V3M2LWFLaE5VZWdkMEk1U3VxeXJTVU4tU3RjX0dfS0RRSzVtTV9OOVo5VUg3TEtrVlEyZEp0QXMxVGR0NHUwcHp0UXdUTEU3RFhTMkE4T0RmbWl3alJuQUZzPQ== |
I sold yesterday because I believe that all the youtubers are scamming me and finally thought that altcoin szn will never come and that was the start of the bear market. You are welcome guys!! | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-24 | Z0FBQUFBQm9DbVhRMS1jNExWVVpSVzJIeFk4QkRkVU9iNGhiaEc5MmNVOTdTRVpoQzdqRm5pWjdSZ1RQV2tIZlVnb1N5bG4tZFN0Sms2amlrQ0huQjFTbEcxX29tVmY4THc9PQ== | Z0FBQUFBQm9DbVhRTl9paTVXUktjWU9YcXFMd1QwVVQ1SGxibjBNOG10cDZ0SGkwckxhSXh1YUFmUnBGZml5Tk8wWDF0Q051OTFjTWpyMmMxT2VqRmpLTjRHT29WbzR6UnBReVE5eHRTSnB3b2pXT0ZHOFNNUS1KcGtYSzFFNU9mNlY0ZXZlN3Nyb1BDM0lma243Nnk1NGZPRGtBYUlUT3M3eFV5THlSUTlaVk9NclBzejZmTlM3RURBcTYxM0s0ejBHY1R5a2h3SkdO |
I've been coding in several languages for several months, but i can't surpass the level of tutorial hell. I'm not asking the question of how to get out of the Tutorial Hell, but one thing that i think could help is being able to read and understand the code of big real project. Because, on this way, you can get an idea of the workflow and the structure of a real project.
But how do you do that? Because, for example, how do you relate the dynamic and static libraries, or executable, files that you use or install with the source? How do you know what directory or file does each thing?
And, foremost, how are you able to not get lost in the huge amount of code and references when you enter in a file that is linked to another seven or eight? Do you start in the main and then enter in each library when it's referenced or how?
Sorry for the length of the question. Thanks | r/learnprogramming | post | r/learnprogramming | 2025-03-24 | Z0FBQUFBQm9DbVhRUWp5MUZ0WlRfLXZnUEZzTlFJNUNRMmdNWVJEeVRTdTliZjlsM3JhcHJxbVBzNkdtX1BvQVR0QkhucnhnN1Iwa0xPQjRaNzlLZG04VkFRbzZMcmlQVDc1aUR0UWVNdU9TSUhlbVNuVExHaHc9 | Z0FBQUFBQm9DbVhRY0UxeklIajZ5blFEM0pYcURTbHQ3RWhhd0ZMSkNLV0VTWDd2aFNyNTRIS3hZbHJxTnRFeW1fNTNEXzNEQ2F0X1djcjMyVWRUYnJMSTJiMVAyUGdyZ0xseFNhS19PTE9UQkk2X1lkQk4zTFlZdmh4WUpNVkIyU3Z2M1lzZVNUNGR3QTlYdzBrczRNbEFGRF9WZ0ZEbWQ0UTIyakFtb09DOWluYTA0MXY0YmwwUklyR0R3aEtQdVhyZlRnY2lySThrd1RRc0tJNFFGMm5lNXZCU2c1Z3A1dz09 |
5 months ago I made a ranting post on this sub about how modern JS frameworks tend to leave developers not understanding the full lifecycle of requests to their server because they're not directly handling them. I was told that I just didn't know what I was talking about(obviously only by some people, some people agreed with me). Now unfortunately I've been vindicated and I'm sure sadly there will continue to be vulnerabilities in many projects: https://github.com/advisories/GHSA-f82v-jwr5-mffw
[FYI what I said](https://www.reddit.com/r/webdev/comments/1fte7mi/modern_js_web_trends_are_garbage_for_making/):
> I don't agree with trying to blend the server and client, the reality is the concerns of the server and the client are very different and should be treated very differently. Every request to a server is potentially hostile, usually unless something is wrong, a response to a client is safe- so IMO a developer should have a good understanding of the lifecycle of every request to their server, and I feel SSR can hide some of that and lead to potential vulnerabilities(even just in misconfiguration).
...
> Try running a Next serve, and follow the lifecycle of a request. When does it timeout? What is the max header size? What is the max request size? What validation is done on the request?
I'm not saying SSR or other backend frameworks are completely useless- but I think developers cannot allow something as critical(and simple to implement yourself) as request authorization to be done by a library dev who often has different focuses and assumptions than yourself. This is not limited to just SSR projects, for example this [popular Go ratelimiter](https://github.com/didip/tollbooth/pull/99) was able to by bypassed completely by me in some environments with just `req.Header.Add("X-Forwarded-For", strconv.Itoa(rand.Int()))`.
Individual developers need to be somewhat responsible for reasonably investigating or building things they rely on themselves. Never trust anything sent by a client to a server.
/rant2 | r/webdev | post | r/webdev | 2025-03-24 | Z0FBQUFBQm9DbVhRZFpvZDl5NDFkTDNqbXJmc0l4YXhiUDZ3QnVKcVRrXzhPVGFoWV9JYTF6ZEhsTGNlM3dKU29NbmlKZ3o0cUhmZmtFRjd0SkRLYlF0VGR4WFRMbjlGb3c9PQ== | Z0FBQUFBQm9DbVhRU19MbUNlUFpsRUhBNWVSbjlUN080alFpaWluS2plR0RQQ3FybGJ0aWtQT21wN1MxdXlrbVZVSGE1SVY4UkZYeUVkUmdSdl9XWGF4RkpEUGp3WnV1NWNCZVhVWnBweDk0V2RNZ1pOa1c1YmcyRy1GS2tTM0VCUjFKUlVmOVVWUTRpbWxmV2JZcDgzNjRNR3NuNHJmNTliRnFtWXJTS190Nlh6VkZmSTJRSU50QXJzd2VPbTBWZE9Ic1Bzb3dFREJiM19qV0ZtNS1CenhFWExSMWh5bjhJdz09 |
Hey everyone! 👋
I recently released my first open-source project: FastFill – a free Windows application designed to easily manage and copy frequently used texts to your clipboard. Perfect for emails, templates, support replies, or any other repetitive text!
Why FastFill?
I initially created this project for myself because I got tired of typing the same emails, texts, or templates over and over again. I wanted a quick way to save these texts and paste them with a single click – and that’s how FastFill was born!
🔹 What can FastFill do?
✅ Manage categories – Create, delete, and rename them
✅ Organize text entries – Add, remove, and rename saved texts
✅ System tray integration – Quickly open, close, or restart the app
✅ Customizable settings
✅ Encrypted content – Create encrypted / password protected content for sensitive data
✅ Auto-update – Integrated feature to automatically update the app when a new version is released
✅ Drag & Drop – Categories and titles can be reordered via Drag & Drop
⚙️ More features and improvements are planned
📂 Source Code & Download:
👉 GitHub: [https://github.com/PaulK6803/FastFill](https://github.com/PaulK6803/FastFill)
Since this is my first open-source project, I’d really appreciate feedback! If you have any suggestions or feature ideas, feel free to share them. | r/opensource | post | r/opensource | 2025-03-24 | Z0FBQUFBQm9DbVhRS0dfT1dkTzNSb3RjdjNqWk9PUUQyemhJUGVUNVpGU1pUMnplRk9MOFhYRUF3TEpzNjFac2twZS13ZkVuRWN2dUFzX1U3d2xsU3NadnpzLUZSME53M0E9PQ== | Z0FBQUFBQm9DbVhRMFgzVkpvTlZQdDEwTVRNallnQ1FWVTUzQnlzNHpiTTFZanhrLXNfRmpzenEzd1FKTnE2MXJnWm03QktsVk4yaGFTWms2ZVhKdHZZSUJIdzVHV2RKcTlseDV2TkhQRWVvN1NGY1ZlSXpQYWdUaktkTGJ0R1dmNkZheGdVYXBhVlJVaGhnWUdtTGxSZi1aOTh1SjJwNHVnTjVhVjdUcGt5ZzNfSzhoWFIzYUcwOGZuYlhuOEtDZVhZNE5aT0hESDlzZ2RMMlRmU1F3M2wxZXRtZjlKMEhlQT09 |
Hey everyone, I'm new to deep learning and to learn I'm working on a fun side project. The purpose of the project is to create a label-recognition system. I already have the deep learning project working, my question is more about the data after the embedding has been generated. For some more context, I'm using pgvector as my vector database.
For similarity searches, is it best to store the embedding with the record itself (the product)? Or is it best to store the embedding with each image, then take the average similarities and group by the product id in a query? My thought process is that the second option is better because it would encompass a wider range of embeddings for a search with different conditions rather than just one.
Any best practices or tips would be greatly appreciated! | r/deeplearning | post | r/deeplearning | 2025-03-24 | Z0FBQUFBQm9DbVhRcTFpclNsQW50NzZhekxPOG8tRUtJc2ptejllSkNSX0VIYXloSnRKaWhXV09lOFdYWkJ2S3F2M3FGUkprZDF3aE9oM1hNdDc2WUV4ZWRuYlNYcy1MRjMzVTFFQTFLV3U1Z1BURXBHRUZ2UjA9 | Z0FBQUFBQm9DbVhRUTN0alJxdkQ4dmlQYUV2VHZMWGVTUVAwWnlWWEwyQ1paU29vaHZlQUFDM1BVbWlBZnN5aTIzMFdNX21zT0N5YnJ4a3BkTm8wbTNXRjk3STUxdmhmRjhzb3liQ2J3Xzcxb25Zb0M0NUZrZmRvcGY3S1BMYVN0UHVxaEpHVm9hNU5QNXFYbXF2eWhEY0pUQ3dOdGJqaVZpRU9Vb2E5VHhjdndGSnNGV1E2Y0N3ck00SzlqZXNZNkt0cVAyZnV0MUhG |
My startup is a perfect example of this. Mature, growth stage startup pulling in $250mm ARR.
We have an eng org of ~300, and there’s less than a dozen junior engineers. I’m not even sure if we have mid level engineers. What we have are teams that look like this:
- EM
- PM
- Designer
- Senior 1
- Senior 2
- Senior 3
- Senior 4
- Staff 1
- Staff 2
- Senior Staff/Lead
So the senior roles are literally and simultaneously both the bottom of the totem pole and a terminal career stage.
Why no juniors? AFAIK we haven’t hired a junior in 3 years. My guess is that AI is making seniors more efficient so they’d rather just keep hiring seniors and make them use copilot instead of handholding juniors.
AND YET, our career leveling rubric still has “mentorship” and “teaching juniors” for leveling up to staff - what fucking juniors are there to speak of??
Meanwhile Staff is more of a zero sum game - there’s only a set number of Staff positions in the company. But all the senior want to get promoted to Staff to make more money, and keep getting promo denied.
It’s all a fucking farce now. Can we just stop bullshitting and just agree that Staff is the new Senior, and make promos more regular.
(Oh btw sorry juniors, you’re all cooked 🫠)
Edit: to all of you saying this is not an AI problem. Maybe, maybe not. But it absolutely is at my company.
- exhibit A: company mandate to use AI
- exhibit B: company OKR to track amount of time reduced by using AI aka efficiency
- exhibit C: not hiring juniors
correlation or causation, you decide.
| r/cscareerquestions | post | r/cscareerquestions | 2025-03-24 | Z0FBQUFBQm9DbVhRX3N3dXpaWnU3NTY1emh2SEpLbUJCN2I2amxDUTJLYlVxZ2tMNzN4X3JvYTFTSFo3bTM1MTNMbUxBRTVEN3ViVTB1MGNyNGxVSUNHdENLSkJZWkNPRkE9PQ== | Z0FBQUFBQm9DbVhRZWZEMDgwQU81UnRsam15VkMzX08tdDFEZTFxekhtX3RNZExWcGtYWHRrUE9CaFQ0YUNjUTRFRldiOFc1ZHVhaWJmckZTblBLN2E4YWlvWTJwZThsY0x1MTgxV2NXVG1fYU5YaDhrdmF4SWhkdy1JLXk4VHc2MTVMell6TFJOZGZkbUhfb0JjcDJnWVdNUV9NZ2lmRDlmUDRVeWs4QmJPVFB5dU1oN3FldVMyVmFUQy10bzFNRFpfOXBibi0xWVpadW5qOWpOc08wMmt1V0FUdHhmaTVKdz09 |
Been working on a new open-source framework designed to optimize **Retrieval-Augmented Generation (RAG)** pipelines, and we’re excited to share it with the community here!
The focus is on **speed**, **scalability**, and **deep integration** with AI/ML tools. In its early stages, but the initial benchmarks are promising, performing at or above frameworks like **LangChain** and **LlamaIndex** in certain retrieval tasks.
[Comparisson for CPU usage over time](https://preview.redd.it/6ok8dtx09nqe1.jpg?width=2038&format=pjpg&auto=webp&s=d010b9be2f145fbb1dd5119b5db56a53b86a9ba8)
[Comparrisson for PDF and Chunking extration](https://preview.redd.it/i247kux09nqe1.jpg?width=2038&format=pjpg&auto=webp&s=0f333a2c5758ce9ea1f62c84ec4de3f67e9de156)
Key integrations already include **TensorRT** and **FAISS**, and more like **vLLM**, **ONNX Runtime**, and **HuggingFace Transformers** already on way. The idea is to make multi-model AI pipelines faster, lighter, and more efficient, reducing latency without sacrificing accuracy.
Whether it’s handling large embeddings, improving retrieval speed, or optimizing LLM-powered applications, the framework aims to streamline the process and scale better in real-world applications.
If this sounds like your jam, check out the GitHub repo (**👉:** [https://github.com/pureai-ecosystem/purecpp](https://github.com/pureai-ecosystem/purecpp)) and let us know what you think! We’re always looking for feedback, contributors, and fresh ideas, and if you like the project, a star helps a ton.⭐ | r/deeplearning | post | r/deeplearning | 2025-03-24 | Z0FBQUFBQm9DbVhRNF9ndjBOZ0xDckNfTjJjSzNWV2tiV1J6WjNCQk5pdEFIM3NaTlA4U1ctcER1U3ZPd21fcUZlWjFhcXB1aE1NclRVSF9pNEpXTHdKSWREdUFIZng2eVE9PQ== | Z0FBQUFBQm9DbVhRTGZJZVctaWFEeVZDcGNqbzNNV2xvOG5ZcEg3V0tObWpldXdnYXQ3MkdlXzhiSDdEQ0I0d1V5ckRpQ01OdkxHN0Q1TjBZb2xUX0VXMm1MVk1OZ2M0UmQtNXNyYnM1NHFxNHdORlFpLUp1VDVZOHVSUi02aUk4cWhqVWdZV3g2UzF2Y3BvZUoySncwU01QbDVjOXJmcElIUEhybTBCZjhYdkNOeENjWVc2YmZHVHU2TExRWi10T1luYmZIRllwNXFWclE4Z0wxQmU1anZqTjVFWEJkeWFnZz09 |
looks like the rally is starting again. | r/bitcoin | post | r/Bitcoin | 2025-03-24 | Z0FBQUFBQm9DbVhRVTJlTG5qd2lTa0p5Snd1N3kxUHlWT1FiOHY2WERmSnc5MlpidkxkbTJOajhvSHRTSlJTWmxXWWdHODdUd3liSG0zMGZBT2JXa1NoOXZaVFdmSkxTVFE9PQ== | Z0FBQUFBQm9DbVhRSURIWkN3bXFfRjg4VjdlXzVQWGJaY3AyNkhvZlBDTHF2ZmxkMHZJOEhBM3BsLVBZR2pXanl1Q3JRUVYxREFlemlCR2VvSUZUdUlkZ2NXQ0E4OXZ6MjJ1NzJ4VUdDakgwVTFwUm1ORXZ0RDdwU1l6aVFyQ0haaEJaTVBKbWhFN2RYWnJRRWJrSy1jaWh2cld6ZU9hREtybE0tLUhIcGtJRjBNR2xyQ1ZFTFZkM0xCbjh0LTdJOWFUQWYxRkYySnBx |
Olá companheiros, eu instalei o monero e baixei o nó completo com daemon, mas eu não percebi quanto espaço leva da minha memória. Quero apagar os dados, mas não sei como. Não encontro o arquivo. Por favor, ajude
Atualização: Achei a solução aqui [https://monero.stackexchange.com/questions/1146/where-is-the-blockchain-saved-in-windows](https://monero.stackexchange.com/questions/1146/where-is-the-blockchain-saved-in-windows) | r/monero | post | r/Monero | 2025-03-24 | Z0FBQUFBQm9DbVhRbnNVZldMWklOR1BydWtIMUJBZFcza2xXNlBsN09rdGNKeXV0WUd3QVVqNE1PU2lLRmJBampkVXpORF9FaV9jcHJodF90SXZ1M2dVbDBXSFdZUkRnNnc9PQ== | Z0FBQUFBQm9DbVhRZHcwcktFaThGa2JFWDBRNmgwanl5NVNYb3FPSFlqMGY5dmJRc0tTY2w4VUsyMTF1MFBnemlGZkV1bDNlTTc3V2UyZ201OGpxcUdiTFdZN0tXN3JRcVdvWk9md1U5WWlmMzdBXzlORl96eUo4cFprT2FrbGU4WUd5enJnb1p6RTB0QkhScWtuc0hucXhPTi1jUmxBR1ZvMXUyWkswRkM5M29SVEZKZ01MZng0eUxMakEtWjAtbmRaZGt5RWxkeWhMNzg1OUJrMlNnT1JQdkJUaGJfQko0QT09 |
So I've been doing some reading, and after asking in this sub yesterday I realized that monero suffers from inherent scalability issues due to too large block size, however Grin solves this because it has more compact blocks and is overall more efficient due to the cut through feature, while maintaining privacy and fungibility due to the mimblewimble protocol. Grin has also potentially infinite supply which is another advantage of Monero, but its supply model is different. at least, this is what chatgpt tells me (https://chatgpt.com/share/67e16c02-eb48-8000-820f-0971849ef5dc).
Could Grin do what Monero can't and be a widely used privacy coin? What do you guys think?
Personally I think Monero is a step in the journey towards ending fiat but clearly not the final destination. A better alternative is needed and Grin might be the next step in the journey, and perhaps even the final. Let's hope. | r/monero | post | r/Monero | 2025-03-24 | Z0FBQUFBQm9DbVhRdFBVVThmcGhSSnF6SEItYldMN05BVXRybnJJRkdJTGZXeFhURkFybGIzNXl3NDVFaWF5b1ZabGduTVBIbDFrX05zVEI1bFNFNC1rNlpVOWk0eS1qUGwtay1OdHJlSXRqcXU0Y0xuVmlCOU09 | Z0FBQUFBQm9DbVhRR0NsUFFQdC1rNFc2WVR3VjE5OTFkampvTjRKVnVsV0lYTVJpVngyR2MycVNua2o1eHJvcGlfdTc2QzYtd0lydmZOYnc1M3cxUFYwMFdfX1JkMFgtbThhX0JPdGkxb3QyZFJhLUVEQlJLZjV5cTJaUlBZSDFGYXVidEZpd3U5ZmVYWlpvcG9ZdVFpZzJJNWR3b2NqUUlRa2FScnFSQU00Y0pmeU9nRlI3NHFoUk1SSE1fNk9sWnBxaWtOTU1aOXZPTVJQUVF4OGF2MEVVUWN0QWkxUDhxdz09 |
AI is moving fast, and every week there's something new. From AI generating entire music albums to diagnosing diseases better than doctors, it's getting wild. What’s the most impressive or unexpected AI application you've come across? | r/artificial | post | r/artificial | 2025-03-24 | Z0FBQUFBQm9DbVhRRDlvRTZnTTBkX2ljdzZfQ2xxVHk2QUFoZ1VHRHVmdTZhWk5EZzZnUUdSTFFKWjk2d3ZBUTA1ZWtJcUxZTkp2VHN3cjFCZ1JvNXBCUV9WWHlNQ1llSWc9PQ== | Z0FBQUFBQm9DbVhRbEMtWHFNRTJsNjZJSV9Mem9RSWtJX2RHa0d0NnlTLXlsT2pEWHRqZ0tjZTJNNThoMXd1NVF1SFgzNFVYaGxUTnVIMGc5S19SckpfYmsxbnQ1cTJxRy11aFMxUTlXM0lqdzFvZUFFX0U2Y0d1bXdVdVBPY2dmeHNxY1ZrSlBFWHhrR1ZkVzVFdXZWeURJZENmVDY3cW51bDlvdnNQeXdneVc1dTc4M2dJNExJLWEtNWNBa1k4UjM4Z1pvaG90NXZvWGVYR0dma3dtS09ZbnBYNU1vbzlZZz09 |
I am building a LSTM network using time series data of variables x,y,z to predict future values of x.
Physically, x is a quantity that
* shoots up if y increases
* shoots down if z increases
However, it seems that the network is disregarding the y and z features and only using the past x values to predict future x. I checked this by creating a synthetic test sample with unusually high y/z values but there was no change in the x prediction.
I understand that due to a mixed effect of both y and z, and due to latent factors there may not be a perfect cause-effect relationship between y,z and x in the dataset, but my model's predictions show no sensitivity at all to changes in y and z, which seems very unusual.
Is there any straightforward reason as to where I could be going wrong? | r/deeplearning | post | r/deeplearning | 2025-03-24 | Z0FBQUFBQm9DbVhRRmNXWW9KM2Vjd2FKa29VY1V2ZXNySlBVN25Bd0RHdUdYdkdfTC0xdXRxcUJWLVZYMElHaTVwUXoyLWQ5NXpTN0lxV242T3AzRUdIZmdHdTFSa01HcGc9PQ== | Z0FBQUFBQm9DbVhRVWFycGpBb2ZZOG9qMEZnRmRzdnd3YmV2WF9kRUthUFdKLXhKVmR2UF9GRHUyZHh1cUNOTW83NVpFQUYtRzhVLW9VYzc3RFZmR180WExtZk11YUMzUXdjbzM0eFZHa2pjZGxZR1BVQXVOLUJ0MnZTd1dQNnRUblVqaWtxNG13b3BIM2F0ZEUyVDNMTzQ1VlRiRHNHUkhkRkQ2N3ZPbnVTRUJ3bzVqZzctMWh3cF9FTGJJMGdSX0Jxd0ZfOEQzd3huRFV3SWtfOVJRS0lTay05aFZQMWt4dz09 |
I'm a firm believer that the internet is for everyone - but I can't fall in with the cancerous decline of our digital spaces. Ads everywhere, paywalls where there should be free access, rampant misinformation, etc.
I don't find the work meaningful, or even interesting enough to just have a generic agency web dev job and call it a day. I haven't made a personal project in forever, don't feel inclined to learn the new tech anymore, and am sort of unsure where to direct my mind, energy, and overall career. Before anyone comes at me for lack of trying - yes, I have tried to start projects and experiment with just about anything that seems interesting, but it's all falling flat. I just don't care or see the point anymore.
Anyone else feeling this way? Has anyone shifted careers, or gone back to school for something else entirely? I feel like I'm going crazy. | r/webdev | post | r/webdev | 2025-03-24 | Z0FBQUFBQm9DbVhRdmtLWE4yS3NBMG05MTQ5WlhMX2MxSklJY1VXWVdtRGNZbkVISk1iQ0ticFlDLWJ1U0tTbFd0YklxMlEtQjJCQjF3WHVPSUY5bUpHdjc2VjkwMEZ3SFE9PQ== | Z0FBQUFBQm9DbVhRR0lJVkl6RjFYVW92a2ZXcjVKNkhScXN2Q180WGRockhHTkJHQi0xS1RQNlJ3T2VFdGVEZGJHMU4weF92bDlTeGx1RWVTdXdfa09odnBXYTcyMktBdTlTSGdhbk9xOTQ2UnV4V3Bvajl1ZXUwME14M1VsYnl1RkVPMDRGRWxDWjBvejhGOEZveHlpTS1hWnlVRVkwVGFzOEdJMXB3azFwcjdfQWtpcVkwblpnRXRlME5QZzJCQU9BZHdsWXBFbkYy |
I graduated in 2024. I have a CS degree.
I worked in IT the whole time during the degree, and was a Sys admin by the time I graduated. Every time I tried to pivot to a software engineering role I either got rejected, or the pay would’ve been half of what I get now, with way less stability.
Now I have 5 years of IT experience and zero coding experience (obviously I code a little in my job, but not really.)
It feels like I wasted my cs degree. I can use my CS degree for my IT roles but man it was such a tough degree and I’m out here just maintaining software installations and Active Directory users while I wrote a whole fucking compiler from scratch for my senior project.
Now I’ve heard that some of you who have been a programmer are out jobs for years at this point.
I mean, IT is a lot more stable from what I’ve seen. You can’t exactly outsource a lot of what we do, a lot of places NEED an onsite IT team, people are dumb with technology and will always need someone in person to lend a hand.
I make ok (77k). What are your thoughts? Am I cooked? | r/cscareerquestions | post | r/cscareerquestions | 2025-03-24 | Z0FBQUFBQm9DbVhRSGp3eE1uZEVpdzlfbTZsZ3R1WVU5eHcxb0c3MTBIVkFqU0FpOWwxRzZSNlAwcUhGcVNnTnVYS3ZJRlhZSmhIQzNuR2NYYWRveXJhSy1US3pXVHJ1TThDUWxheXRkUnBTSDlLMXVoUGpxUFU9 | Z0FBQUFBQm9DbVhRZnpicmJGTkhVRGN5UUZfYWpnVlYxYWdYQzdCc3BTNmwwS2FJYUNQaG1YVGNCVFdicjNnOEpfZlRfN25VOURBUkFNSlpJd0Z4ek9heUtFWGh0ZnNFMGdmT052ZjdqcTAwaXF4ejJ3NGN6NHoxMTY5LUxjbVdfdW04aXh0c1BtM0dhUTRWN3lMODRJWlg0SmdUSTFBZlJnUUlqVThyNmNKc285SUE0anpJQUpzMGpBZUJyZkpEb21QSHJKOWVTYUotUWt6djFDeDl4MXpxN0xGckFNV1RmQT09 |
Tickets can be bought here: https://bitcoincashgloballotto.com
Telegram Group: https://t.me/BitcoinCashGlobalLotto | r/bitcoincash | post | r/Bitcoincash | 2025-03-24 | Z0FBQUFBQm9DbVhRVDdpNXdZVmZRWWh6VWNhWmV1QjRsdE5IQmJvblozQkNkdFIxWXk5VkhwMXk4YUdCNjNnNDJaTWVERWI0VzFFaXl5dVZvTDN3ZU5LcHFyWTEtalI2Rmc9PQ== | Z0FBQUFBQm9DbVhRa0lNY04xWGRUMjhEOTBnSG5KbkFRLUlRNjlpQUZ0UTdwencyQXZOVEpuTU9EeTZXWFVFY3hlNjR3bHJkWWJkUklpcGlQNmhiX3RfeG53TThvalNPOGRCNE9nU2ZaRzhzeUk2QjEyWXRwSHl0Nk9fWEsycHZYczdveG5raEpCQnpCdUNBSHk0UzJUeFpqOTU2NHdNalZQeW1oRkxzTGEzaFdBb1RhZFdqdWhIek1qRFU5X3JaeFpleDZZMWNWMERTSlg1MWpreFhyN0h0Wms5bk5Hb2h2Zz09 |
College life is hectic—endless assignments, tight deadlines, and a constant battle to keep up with everything. As someone who juggles coursework and a part-time job, I sometimes need an extra hand with my essays. That’s why I decided to try [PapersRoo](https://papersroo.com/) and see if it’s truly worth it. Spoiler: it saved me from a major deadline disaster!
# PapersRoo at a Glance
|Feature|Details|
|:-|:-|
|**Name**|PapersRoo|
|**Website**|[https://papersroo.com/](https://papersroo.com/)|
|**Rating**|⭐ 4.8/5|
|**Minimum Deadline**|3 hours|
|**Main Features**|Custom essays, research papers, editing, plagiarism-free content, expert writers, 24/7 support|
# My Experience: From Panic to Perfect Paper
A few weeks ago, I completely forgot about a 6-page sociology essay due in 48 hours. I had barely done any research and knew I wouldn’t finish on time. In a panic, I searched for a reliable writing service and came across PapersRoo.
Here’s how it went:
1️⃣ **Placing the Order** – The process was easy. I filled in all the details, set my deadline, and picked a writer based on their reviews. The website was user-friendly, and I appreciated the option to communicate directly with my writer.
2️⃣ **The Writing Process** – My writer was super professional. I asked for a strong thesis, at least 6 scholarly sources, and proper APA formatting. They even updated me with drafts, which made me feel more in control.
3️⃣ **Delivery & Quality** – The essay arrived **6 hours before my deadline** (which was a huge relief). I ran it through a plagiarism checker—100% original! The arguments were solid, sources properly cited, and the formatting was spot-on.
4️⃣ **Revisions & Support** – I requested a small revision (to refine one argument), and it was done within **2 hours** at no extra cost. The customer support team was also really responsive.
# How to Choose a Trustworthy Writing Service
✔ Check real student reviews – Look for testimonials from people who’ve actually used the service.
✔ Look for guarantees – A reliable service should promise original work, free revisions, and on-time delivery.
✔ Test customer support – If they respond quickly and professionally, it’s a good sign.
✔ Compare pricing – If a service is too cheap, be cautious—quality matters!
# My Honest Verdict
[PapersRoo](https://papersroo.com/) turned out to be a best writing service for students who need quality work under tight deadlines. I was genuinely impressed by the professionalism, speed, and overall experience. If you ever find yourself drowning in assignments, this service is definitely worth considering. | r/deeplearning | post | r/deeplearning | 2025-03-24 | Z0FBQUFBQm9DbVhRRVJCQ050RnlqNGJxWTF6d1RSN1pUV25mdnYxVm9EMk5LaFpOMzJJWFViRW11c3FiSE9iSlBncW54MGQ5ZF9keFRFajhSOHR3TzBrRFFHRkFwTHJDanc9PQ== | Z0FBQUFBQm9DbVhRbUQzS25iR3p6bmhveXlCLVJjU25FbWdKQzN2OHg2WEVkMXZrRzUzSV9CZERWZFh2bzFfbGs2bVRqeFk5aXVGSzlyMFZ2ZFkxTVZHTDVybWlYcUlQUzNpS2lQMk4zXzR3NTNoTVJNcUpGNmREejJ2RU13LXRKUE15aUlKWTdwQXNJWHdudDJFRnlvbWExRGZVQktDbl9nSXViQ0I1cy1qWE1Sb2k5X3VqdlBWTExISzRiQ1pneUZTU05SNFZaNWtwWlVzLXA0OE5pV1h2akRHaldWcW1Udz09 |
New house means empty room 👀 | r/worldpolitics | post | r/worldpolitics | 2025-03-24 | Z0FBQUFBQm9DbVhRaWV4WGItQTFEYm80WXBjRm53ZXF1cnlRY1otZXBZZmVtcnVJOGw3QS1JYUk2SDduSEtWWVNDVXBqcTFlZE4wM2ZoZEFCYnkwODd0NC05cGRyUHAzOFE9PQ== | Z0FBQUFBQm9DbVhRamFRM1NJNTZuSERtQkJkSk1jeGJEeHoxa3g2dHJVdDZCRTJFeHo2aVdxX3dvUlJnLUZzWGdxeXVpaE9jYWVOalNQZm1XLXRXRGppR1ZYRjhBaUx2M0VwMXMwWmJ4dVU3SElPR21UX2tPS2FxNGpqMk1wemx5eHpoelZuZVdReHN3bUdUbXg3czFlRldiZVZWRVVBVURaREpSNHBNQjhjaWlNOTA2VWVicGNHc05qQzctQlF1M3BGWFJmb3B6eXpp |
I’m planning to start coding and I turn 30 this year. Just curious to see who started programming in their late 20s/early 30s and what their journey was like. How long did it take to become employable? Did you go back to school or learn on your own? Did you have to go relearn certain maths or skills?
Any other tips or recommendations would be appreciated as well. | r/learnprogramming | post | r/learnprogramming | 2025-03-24 | Z0FBQUFBQm9DbVhRT05jYWVvTURUeUIwQ000Y0ptNXhtcFg5RGU3TTFOTFd5TnFCZzE1WGpVVm5rSjNNTTUwYzZmQ3Voc1U0V2d1aGU3OXRYYXB2bTFHRDlBbnlsWmNGdVE9PQ== | Z0FBQUFBQm9DbVhReVh2aURsdVBFSkNWaWRFc01EN0VqT3U0TVlycWxlNGFYTW5IM19mSmZrUzZxaWkxSHhwdHdPYXdsVEhDZDVFQlFNalI1U2NGS3RneXZwc0F2VmM5WnRQN2xDc3RNZ0lEbkZXWmNWUjV2VHltMlg4eXpQMnBNV1dxOHJjMUZqWi1ncmMzVWJvd3dDRzctTWJNMlVlZVJLYkZGaUJDV0lhaE11V3NRV0ZqVWIxSTRIdlNGN3lNWkpiNl9Jang4ZGQ0 |
Maybe this was a blessing in disguise, but the amount of low quality AI generated content and CONSTANT advertising on social media has made me totally lose interest. When I got on social media I don't even look at the post first, but at the comments to see if anyone mentions something being made with AI or an ad for an AI tool. And now the comments seem written by AI too. It's so off putting that I have stopped using all social media in the last few months except for YouTube.
I'm about to pull the plug on Reddit too, I'm usually on business and work subreddits so the AI advertising and writing is particularly egregious. I've been using ChatGPT since it's creation instead of Google for searching or problem solving now so I can tell immediately when something is written by AI. It's incredibly useful for my own utility but seeing its content generated everywhere is destroying the community feel aspect of the internet for me. It's especially sad since I've been terminally online for 20+ years now and this really feels like the death knell of my favorite invention of all time. Anyone else checked out? | r/artificial | post | r/artificial | 2025-03-24 | Z0FBQUFBQm9DbVhRZW9vMzNVaXNzVWN3am5CODk4dUhMUVVhMGNPVG9uQkFGMVQ4WlF5NmJrcWZfcmpiMlhxeUNqYmc0TWlZOXhQbUotaWVCWE15NFNTTDVrME04NDN1enc9PQ== | Z0FBQUFBQm9DbVhRSXRMVjYtZUtHUzk3NzZTRXZqNVdXak1IWk10ZnhQY3VSMU8tVFdFVkRITGlCSFctRGhaU2UyT0QzVjJYMFM5REI3UFFVWnBNZTdSemV4cVVMclA5MzlkNENMVURZb1hadGlGWkNld1pkdzczdGVMQlE2UllEeDRKbTZqSXpkMUpmN0JWLWtJcWp2TlB2dURqaWJNdkFpR0toNXNrVTJDYTctZ091bmlUYkxoRFFydEstQzI5YldNZ3lyNFZFU2NqZFlwU1FMYnN5X0FEZHJGRWVyZU8xdz09 |
I interviewed at Bloomberg earlier this month. I did 4 interviews over 2 days. According to my recruiter I passed all of them. However I didn’t get the offer for an entry level position, they offered me a chance to interview for Senior SWE with only 2 years of experience. Am I being set up for failure? What should I study? My recruiter said I’ll have multiple rounds of DSA and single rounds of system design/hiring manager conversations.
The team I was matched with is the Data and Analytics Gateway Platform Team.
Anyone have any insights?
2 YOE | 95k TC | r/cscareerquestions | post | r/cscareerquestions | 2025-03-24 | Z0FBQUFBQm9DbVhRNlZwQ1ZGX29EX2paUG9RLUdhZm1hZFFuNHBRRWxRNWtCRDZoaHhEUVBjTndSMm54LTM4emQ3cFRGUndTMklRM2lfV3d5VUJYRzIyUHRZV0FyMWljRmc9PQ== | Z0FBQUFBQm9DbVhRbGtoWVVFSXNFbnZUbEl1S3N2VDI3QXRfMHVHOHo3MGhpMG5MOF9YSHhpM3B3dEtldzR3a2tzMjFpLTQwdHVXN1Y2aGZFa2FMYl9SQWkyMGJXb0gxX0NVcVlSaUhJUXZHSDZvcTBJWmViV2RiOWNYdW9IQm1hR0RyVXBqeHdIb2twdElFbzVzamhzRlpJdVd0QXViSVptV2FiTE85VWxGVldOU3dpczExVDNtQTlxQWFDZWZMVHNuc2xpWFdsRmZh |
Stock market looks like it's starting to recover, crypto is following. For those with a crystal ball, do you think we're seeing the beginning of a leg up in the next weeks?
| r/cryptomarkets | post | r/CryptoMarkets | 2025-03-24 | Z0FBQUFBQm9DbVhRRGJHdkNQTkNacmtQT05iUzFDYkFnLXVSWE9VNU5ad1YwRkZpblpvcmQ2YnU3YkhvZzdQTXBqWGFmWnRTaDhyZE4zcHBFRi1CbTlNUmtuOE1ILTZtWGc9PQ== | Z0FBQUFBQm9DbVhRcFJCMzV5Yy10Y19SVEVOWVpsR19uakZPcFdXNW5kX3htQTFtdWNyRTlQQ0s3YWVHbWI1Y05oYnNlbjIwUlA0STVKa1BYNkp0TXE2OGVVSGNyRzR0M0NEaE5Pd0FsNVhndVRSVTE2Ti1za2pJcHZOOHZxQkluYnVXMnluNkM1UlFjYlpFU0NTZW9iVlhPZi11OHF0RmlvSnVuVkVhTWVUS0VINzdZOFpxdEFBPQ== |
Been stacking for \~3 years and I still can't believe it
As an engineer living in a sanctioned country (Syria) I can just self-custody some of my earnings in Bitcoin and wait for the inevitable (millions of dollars per coin) to happen
No government shit, no fancy stock terms, nothing!
How is \~90% of the world's population missing this LOL?
GG EZ game! | r/bitcoin | post | r/Bitcoin | 2025-03-24 | Z0FBQUFBQm9DbVhRR1JwNERKSWM1UmZOWEZoWHh4SGVEMUFxYW9LakVvQm1aYXQ3Z2JwczRjRmJuU2lvSUh5a2ZfUzg2dUpfbUdDb2pNLXJicFRfQkZxanRPYnBKaHZpaHc9PQ== | Z0FBQUFBQm9DbVhRUGNzd2Z4dmhwdUxVa1N1M0JjRzhFVVlfSERobmU0bHZfdGEzOHZyNVNPc0FOTVM4TzY3YXctTnhJenIzWXJKcm5kN01pMHdodGxFZ0JPNHVwajJhZ1lGcUNQV0xOUUFjSnYxNDZEUTRXa19xMFdyc3NaNjA4VmR5UXFzVjV1U1dyRVdDR1BNck5VaHhhZDhsTHJfWFYzM0RrVTRZTXVnY0tScVFUcHlJLV80LWItVlJhY0RTc1BvbzRnZHZIWW1FY0N3czVTSmxBM2VfSXRteHJyUWVaUT09 |
To preface this let me say I have over three years of experience as a software engineer. I solely picked this career for the money and have never really been passionate or even enjoyed coding. That being said I dont hate it either.
A while back I studied leetcode for 3 months straight every single day and then had interviews at microsoft, google, and amazon and couldnt even get past the first round at any of them. Like I am genuinely just too slow and always run out of time before im even halfway done.
Because I am so incredibly bad at live coding it would probably take me another 6 months of daily leetcode practice just for a CHANCE to move on to the next round and then I will probably be overworked and fired quickly (my current job is very low stress). I absolutely hate leetcode so this is not really something Im willing to do.
I know this gets asked a lot but how is the market looking for companies that dont ask leetcode? Did your job make you solve leetcode questions? I genuinely have never met someone as bad as I am and it seems like all my coworkers have no problems getting offers at other places. I am capable of solving an easy lvl leetcode but those are rare in interviews.
I currently love my job but I want to move to Seattle but I work in defense so I would have to quit so if anyone knows about the Seattle market let me know! | r/cscareerquestions | post | r/cscareerquestions | 2025-03-24 | Z0FBQUFBQm9DbVhRRTk0OU8wdWEzcmQ2eVNudk01YUlzTW5yamFENUZRNlBtYVN2WjlKVmdDdXdOcjRUSy1fSkwyRWlsWjF6dmdpNWdKX2xhajFRMnl5RUhTS2RUTVBNMlE9PQ== | Z0FBQUFBQm9DbVhRQU1jTGVkRzJRUFpMdWNJdHdaVDNZM0k5WTY5SGkxV3dINWxwb1BoczViTFAzb2VyWWpXZEx5dDJNQlFsY01tTHVMUU5keHRvb21NREJXX2hVSFRxMmdtdE9zU3ZqZThRMjJIcy1LVGs1ZjJvZm5ZWUliRXFOa0cxYjlFdWZLZlJEUFV5Y0xkcF9wTnRCUVpNN2dZdU84LXZPSjF6bUYxeDVpSlk2VFY0dmxwbU9VclNONDQ5bHIwY3VtRlg2OEF1NzU1OVJHR2l4T0xFX3JNc3NTZmVUQT09 |
Hi r/learnprogramming
My name is Chris and I am a professor at Stanford University. At Stanford I get to host a wonderful open access intro to programming class called Stanford Code in Place, and it is starting soon. The most special things about the course is that we have thousands of volunteer teachers teach with us. I have been a member of this subreddit for many years and there are a lot of folks here with incredible potential to teach. Interested? We already have 37,000 students who have started an application. More teachers means more folks will get a chance to learn.
**Become a teacher!**
Have you considered skilling up via teaching? It has a lot of upsides:
It is fun! Sharing coding knowledge is a great way to learn
You get a certificate saying you were a volunteer section leader for Stanford Code in Place
...Which can be a helpful step towards a career in teaching or tech.
Each volunteer means 15 more students get to take the class for free.
If you are interested apply here:
[https://codeinplace.stanford.edu/public/applyteach/cip5](https://codeinplace.stanford.edu/public/applyteach/cip5)
*applications are due April 4th*.
The expectation for section leaders are that (1) you go through training and (2) once a week for 6 weeks you host a video call with 10+ students who are learning python. It was designed to be a first experience in teaching, so you should consider applying even if you have never taught before! You should know Python up through lists and dictionaries.
**Become a student**
Perhaps you (or someone you know) wants to learn introductory Python! The class is free and comes with:
Stanford intro to coding curriculum, developed over decades.
A section leader you meet with once a week.
A guided final project.
A course certificate.
It also has a couple neat features (like the ability to deploy code over WhatsApp).
Its a great opportunity for self improvement! And it costs the students nothing. They come for the learning, stay for the good vibes.
It is an introductory class, so if you already know how to code, you should consider teaching instead!
We provide this course as community service, and also to give more folks a chance to teach. I hope this post is seen in good faith by the moderators. It is meant to be a wonderful opportunity for those learning to code, not something we profit from (and in fact we happily pay the costs for each student). We have run the course for 5 years now and soon we hope to have taught 50,000 students.
If you have any questions I'll respond to them on this thread! Learn more about the course at [https://codeinplace.stanford.edu/](https://codeinplace.stanford.edu/)
All the best,
Chris | r/learnprogramming | post | r/learnprogramming | 2025-03-24 | Z0FBQUFBQm9DbVhRX1IweXNJS2NYZS1xNHcxUjRtQXVpODB5MHNfTWtkM0tBTXlXRTZWZ2w3UDZiRTRuR2FtNVB4YnQ4V0ZhaWFhLXdVdzdwd3NlRFN6clJ1TG5SQWhpbGc9PQ== | Z0FBQUFBQm9DbVhRUzNTd3Nsc2lERXVva0k0bWpILXZfSXU1ZU9TUVdLQk01THA5ZkhLYlE4Q0JaQ3FpR1FHaWJKTno3RG40V0FKTHhhVnJjZWswRDFBT3YyZk1hNC10Ql9vZVU2MVlLMnFyN2Fja003SzN3NGxmTXI2di1SWGE2TlVLZ2M5UXJENW1JYS1leGVJVDBId0V0emstMWhRS3ZxdVJTdllYV2Z3MGNYdjhBZklPNGJFLWNYVjQwSW9IRmdmZzZTSkNMZ05MZ1FfNExvdXFuV0tYc1d3WEl5ZXBGUT09 |
I passed the Google interview almost half a year ago but it took until today to have a team match. I am obviously very happy but having a lot of 2nd thoughts.
The issue is that I have recently started at another big tech (whose name based of a forest in South America) because the Google team matching was hopeless. I am considering the pros and cons and would appreciate everyone's input
Additional context:I am running out of my open work visa soon (non-US based). I have to rely on my employer to sponsor my closed work visa (binding) after it ends until I finalize my permanent status. Since switching jobs on the binding visa is much harder, it would effective make my choice a commitment at least 3-4 years long
Current team:
Pros:
\- reasonably chill
\- teammates are genuinely nice and helpful
\- most people got promoted within 2 years or so
Cons:
\- The work is very boring and tiring
\- The team future is unclear as its scope gets smaller every week. The org is known for layoffs
\- The new manager is not really helpful in roadmapping and getting scope for promotions.
\- 5 days RTO
New team (Google):
Pros:
\- 3 days RTO
\- Work sounds very interesting to me and it is exactly the area I want to learn
\- The Google culture is known to be good
\- Somewhat better brand name?
Cons:
\- unclear actual state of the team
\- promotions is longer on average (around 3 years?)
\- in addition, I will forgo my 6 months work, so the total extra time to promotion would be 1.5-2 years
\- bad reputation of jop hopping
| r/cscareerquestions | post | r/cscareerquestions | 2025-03-24 | Z0FBQUFBQm9DbVhRYWRXVHRiUmppN3JZUmpqRjJSc040SkhXeVhZc2g0bnNnVVl1X0tYcklEQkVUeFozRHI4d1FCdFdESjZLeUQwXzBGZmVLTHlycjFqLUhCMUxlRmQ1Q3c9PQ== | Z0FBQUFBQm9DbVhRTkhSMFNMUUMtWjBSLXNpX1cwWGV6VzR4OW5SUnlqV0lQOTNmOUVJM3Rvc2JTOENWTnR4MThOSndTQlNqbkdOMXM2ejB4QlVCb3pkQURXb2pHS2hkMWhHSlNaM0hZNWlkLU1YWGJfTVNZOTFFd3NJWGdXMG5kb3B6dnFvaUZQWXlBZE01QnBtUUpsc2hic2xVcmNjZ1NWSmZRWTI1aG03R05sbmpRcnRuOGpoa1k1YlRqSUd5Q1kxcFQ2Uk1wUVU3RGNxZUt1WnhyUUROZEVMRk5NS1pCQT09 |
This release offers Plug and Play fixes, audio fixes, memory management fixes, registry healing, improvements to accessories and system tools including Notepad, Paint, RAPPS, the Input Method Editor, and shell improvements. There are nearly 8 times more commits going into this release than in 0.4.14. | r/opensource | post | r/opensource | 2025-03-24 | Z0FBQUFBQm9DbVhRbFlZOHd0Z1o1QUdQeXFvdy1qZnZqTzA2SVVrYnZnSmZxWEFaNzRCU0VKbXB6b0pCY3BJLUJHY2VUOFRiMTBELV9tNW5PUi1WRWxCQ2hrRnRFSG5wUkE9PQ== | Z0FBQUFBQm9DbVhRRW5POWxMck1iM2dqakh2U01qRjdmVWdhWGRSSENfNmZMOGlLYnpzTzdpUmc0c00xZmpwQ21pX1VBM0llRWJ5R1dUNUktTkVuMkhxY1hZdmFBV3lJWGR3UXRJRGwteHVPNXhmZXU0di1nN2w4YXdicEFPUzg3anJzbGpuYlItelM3RGhYdUZRZ1oyd20zNUh5TFdZdzZpTEJ5WjA5anc0WGRBZkNrV19lc3VIZENZaUR0M2ZvNnU0MHZjT3ZULXhSOURORjhRZ09HVXhsZi1ZLTI4aEJ6dz09 |
I knew that when you take custody of your keys you need to be as careful as you could possibly be. Only now did I understand why you need to be careful.
I recently moved by BTC from an exchange to a hardware wallet. I bought a metal plate from a company that provides private key storage products. You are meant to punch a sequence of 4 numbers for each of your 24 words according to the BIP 39 wordlist.
I had done so but I didn't realise I made errors on 2 of the 24 words. I had previously written down the words on a paper provided by the company. The company also provided matches which are intended to burn your paper with after you are done transferring your private keys to the metal plate.
Last night I was going to burn the paper but instead scribbled out my 24 words and ripped the paper into pieces before throwing it into the trash. Today I wanted to test my wallet by reseting it and accessing it with my 24 words which I was sure were correct.
I was in complete horror when I saw that my 24 words were wrong. I ended up digging through my trash and spent around 5 hours trying to place the barely legible scraps in in order to read and access my wallet with.
I knew the risks but I was still careless to record my keys properly and had I burned the paper I would have lost all my bitcoin forever. Please don't make the mistakes I made and be extra careful with self custody. | r/bitcoin | post | r/Bitcoin | 2025-03-24 | Z0FBQUFBQm9DbVhRdXRFNEVfdEFBNWJTZUU2RUZsRmZxLWNCaUZuUUsxd1dkWmd5NFFyd3FSUXRVeDFRVzlmSU00NGhJc0F6TEg4Y2UzZ3JxMFZxVDlHcHlZRFI4bmNBalE9PQ== | Z0FBQUFBQm9DbVhRNFQzYnFmYVZrR0RqcG5uS2FKYm9QUHFKYnFnV0hDX0RlRDVPNjNjZ0luTHVKbV9DSzhhNnhHQWtOYmcyczZ4WXlDUkxTUUJPa2huT1RLT2xkWGhkMWZUc3BieUJOU2t6RjZhRUJWTGNVSVpXejFyclo0NVFFYTFRVDFjNm5VMWRsWFZuSnVTcHUwRGtnS045cDNoVjk3RjQ4a2xXcVVwejVLRTV6aVB0NG1RPQ== |
[**ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting**](https://macro.com/app/pdf/902b1428-7fa2-4844-9793-d913a9711f5b)
**Research Findings**
* ACORD provides legal professionals with the first expert-annotated retrieval benchmark for contract drafting, containing 114 queries across 9 clause categories with over 126,000 query-clause pairs rated on a 1-5 star relevance scale by legal experts. Legal practitioners can now evaluate retrieval systems using a comprehensive dataset specifically designed for complex clauses such as Limitation of Liability and Indemnification that require precise language and careful negotiation.
* Legal experts should remain cautious about using Large Language Models (LLMs) for independent contract drafting, as research reveals specific deficiencies including conflicting boilerplate language and uncommon phrasing not found in precedents. Retrieval-augmented generation (RAG) approaches offer more promising results by mimicking how lawyers actually work—finding relevant precedents first and then adapting them to meet specific needs.
* For practical implementation, dense retrievers combined with large LLM rerankers delivered the strongest results, with a bi-encoder retriever paired with GPT-4o achieving the highest NDCG@5 score of 79.1%. Law firms and legal departments should note that even advanced systems struggle with retrieving the highest quality clauses, achieving only 60.0% and 17.2% for 4-star and 5-star precision@5 scores respectively, necessitating human review of AI-retrieved precedents.
* Legal professionals can dramatically improve retrieval results by formulating more detailed queries rather than using short legal jargon without context. Expanding queries with additional context (changing "as-is clause" to "'as-is' clause that disclaims all warranties") significantly improved retrieval performance across all tested models—a simple technique that can be immediately implemented in legal practice.
* Contrary to common practice in AI research, pointwise reranking outperformed pairwise reranking for most models in the legal domain, suggesting developers of legal tech should reconsider conventional approaches. Law firms investing in AI tools should prioritize systems with larger models, as the study demonstrated that model size substantially impacts performance, with larger models consistently delivering more accurate results for contract clause retrieval. | r/legaltech | post | r/legaltech | 2025-03-24 | Z0FBQUFBQm9DbVhRWm1QaFA4SzJCNU8wcmJZLTcySXNKWUJCUWNrZy1JQjNPM0luUDZIX0JJTjQyalJXREwxUlRGSlRxOVRRQmpFMFZaZ0xnemRLSjgzd19KNnA4Z2hYN1E9PQ== | Z0FBQUFBQm9DbVhRUFIxWDZwb1NTTUQwdGQ3UU9RcmpSZ2FtV2J0ZmdBQ1VsQkIwM3UtVGw0QmdibWtYVFNqNUdmeFlhamtzUFMtei1KTlRsSU8wV1RSUjFXVXhEenBZdHJPZHNJbnUtTkk1a0tWazFuc1JERy1jdjhDR3pfRDB3dUxZZFg2THdfMjV5ZlZZSFFCV2ROcy1jUnVCUGxWTURLZGdISExER1RLcGE3SUNOUS1OS2JrRHc3NHJTSTlralVyd0tuRGlaaDVWU3JDMUlMRGZOYlRUT19pcmdKZXU5UT09 |
I've always dreamt about modding (As in creating my own Mods) my favorite games, problem is most of them are high end AAA games so i imagine modding them is gonna take more skill then indie games, some of the games i wanna mod are (RDR2, CP2077. DAI. etc)
i've always loved the concept of programming, even though i have next to no experience, i've began learning it by myself for the past week now starting with JAVA since it's apparently easier then C++? and i'm not sure if i can mod these games with Java so it's even harder to find motivation to learn it.
i also know that i need some knowledge in Designing and so on, so it's not just writing code, but how hard can it really get? how long does it take to mod a new outfit in a game for example, and how many months of studying is that gonna take in your opinion?
Edit: I appreciate every single person who took the time to try and help me in this matter, thank you all!
And i hope this post finds it's way to anyone who is interested in the subject and would love to learn programming with modding as their main motivation, there's a ton of useful information here and it's definitely gonna help them out too.
I Wish you all a fantastic day | r/learnprogramming | post | r/learnprogramming | 2025-03-25 | Z0FBQUFBQm9DbVhRMVN1aEdGRV9nQVFYb3NtOVcyRFc3UDM4SkNOWHk3Q1J0eWU4UVI2NmMzOVJNa3cxMURZV0VvcEJDYVAyeXZCMDZ3Nmc4SDFDR2dUSE5pZUZ3VFhSOGc9PQ== | Z0FBQUFBQm9DbVhRX3B3aDBkS0NJckdWVjMxaC1CbUplVTZqd0VTXzRqZlhHRmdUR3hyZEM3R2xsQk5hOVdFbzFjalp2Mi1TaU53ZUdyVVB5STRPRUdkODhrNS1NSkwtU3plcnI0NEtYQm9lS1lTVjVrNTJTcGhuRWt4S0lHX1k0R19UeEJJN0xpamRVZl83c05icW5GZG1RUmJzbFhYTzRZR21FOXhmY0NvbUgwbmg0aERDdkt0b0Z1ME1ZMlRUREttVUxob08tQ1dY |
[https://github.com/PinchToDebug/DeskFrame](https://github.com/PinchToDebug/DeskFrame)
features:
* Search *(Click on the app and type)*
* Scrolling
* Open / Close the frame
* Background styles: Acrylic, Black or white with transparency
* Support for showing/hiding hidden files
* Frames now stick to each other
* Added option to lock Frames
* and many more | r/opensource | post | r/opensource | 2025-03-25 | Z0FBQUFBQm9DbVhReXpyRVJIOXktV1cxZW9RY0FEVlYxb0lDQ1JUbVI2cjdzaXZUekRuaGh4M1EwTUxOWjF5WGZlSGZFZjZ4cDJyRlptNE1FX2tpdENrMW1xaGdIZ3BUeVE9PQ== | Z0FBQUFBQm9DbVhRXzJGdnBtVWpraFZGMTUyQ2NFYl93WFA2LXIzbjJYSTc0bzJjcXdUNi1KM2JNNkJ1TkpuMm1IWlgwQUtwV1VpRTZlV1ZYTml6SXd1N1k0djFkSWltX3UxYWZVaEZlc0p6VE01Z0IzYUNjUzBBTl9Ha2RvUkhBSTlNV0hjM2trb3RieG02b09iemI0YnpyMjZ5NlZpQkEydTYxR01UQzZmdU9LNVdtcnRodU53OWhZR2szb0g1YkJCQjRaT2NiNUEyVTBJS3NWNWlNLTFPN3ZmMGp4NGIyQT09 |
Thoughts? | r/wallstreetbets | post | r/wallstreetbets | 2025-03-25 | Z0FBQUFBQm9DbVhRRUJ2SkNqY0JnZWRFQ09JYjRqMDFVUWg0OXp6cFg5SC1FRGd4TUI1TTNUZGcxeGUzNTVrX0RpdUFad0JVRnduTHg0Q0xXWWRQSWhIU3BYOFRXSktVdFJfdGlVMzhvbVpXNHA2TjZDeVRLeDQ9 | Z0FBQUFBQm9DbVhRbFBremI2Yk1YNi1WLUtKMFJNVmFjNGx3ckhETFlRamJKMTZRbnBxYzRvZXo4c25zTWc3U2RpcTRHd0Z1N3ZXc2hYVkRzVTV3cXB0VDlqSzZPTmtOWHBVT05GT01XaXVGbE1ERm5uM0hJNnQ3d0JiX1VzVm1SSmF2UVJXUWdPSi1xMTB6d2pZdU90enZaVV9jQ284dVQzdEhHMURIYUVjdkxrWEFwdXE5OG9zQWV4b09ubTQwVjNXZFZFcjJSbkFQWGJ0TjhQWnhYTkFOdDFNWlBONDFvUT09 |
Hey everyone, I’m 35 and switching careers into programming. I graduated in December with a bachelor’s in software engineering, but I was so focused on getting through the degree that I feel like I didn’t take the time to really lock in the fundamentals. Now, I’m trying to go back and truly master them,but with work, family, and life in general, it’s way too easy to put it off.
So, I had this idea. What if we put together a group of people who want to learn programming together?
Here’s the plan (still a little loose, but that’s the fun part):
- We meet up at least an hour a day on Discord (or another platform) to learn and code together.
- We start at the beginning—HTML,CSS, JavaScript Node.js,and so on.
- After learning a topic, we do small group projects to put it into practice.
- To keep things interesting, we could even turn some projects into friendly competitions to push each other and make it more fun.
- The idea is to keep each other accountable and learn faster by helping each other out.
If this sounds like something you’d be into, send me a DM! We can figure out a schedule that works for everyone and get rolling.
Looking for 3-5 people for now.
Thanks!
**Update**
So far have 10 people interested and I think that’s going to be the limit for the time being. I don’t want to get a lot of people involved and take away from the interpersonal aspect or have a ton of differing opinions which will take away from the purpose. Thank you to all that have wanted to join and others for your advice!
For those still interested link to discord:
https://discord.gg/wjE5tZ69[discord](https://discord.gg/wjE5tZ69) | r/learnprogramming | post | r/learnprogramming | 2025-03-25 | Z0FBQUFBQm9DbVhRWXRtVlNzbGJOckctejJrVXF4Qm1iYVpoYmduODd4d2R6X3NYOVZQQmZlZlUtUjF1bFctQjFXemNJOExlWmhId21TaHUwNE1pRW5qVFhBcHJwUFQzSkx4bkZyeXlJTVRZZXdPV1FKRDN5eG89 | Z0FBQUFBQm9DbVhRMnYyeGxhVWczSGlHQ1VHcDJKTnY3RzRIVzdZY1lBUGdhajA2WC1PeXlPNkNSUDVlYlJDbnVtSzVMLU92MW4xTDl6bGpZX3FOUks5UHkyN0tDb29UZVh2QzFhX1FvS1ctMlZFWDBRUlhrcVk5SEd0eVJ2cGcwNkNOazZLUHJmU2owdFNWek5ma0hLVlk5V1MxQllRR1M4SGNBSm1iZkxZeGZyd0ZCNzZnVGNndmo1X3BhLW81LTUwaFBZSms3aFFlUDFUQmRiTW14czl5dVdCNTlfNmdEUT09 |
Hey everyone,
I wanted to share a project we’ve been working on: [Resume Metadata Standard](https://github.com/rezi-io/resume-standard). It’s an open-source attempt to bridge the gap between beautifully designed resumes and Applicant Tracking Systems (ATS).
Right now, ATS often struggle with PDFs, leading to misinterpretation or outright rejection of resumes. Our approach is to embed structured metadata (using XMP) inside PDFs so that they remain visually appealing while still being machine-readable.
This isn’t widely adopted yet—but that’s exactly why I’m sharing it here. The goal is to spark discussion and (hopefully) get resume builders, HR tech, and ATS companies to align on a common standard. If this problem resonates with you or if you have ideas on how to improve it, I’d love to hear your thoughts!
Would love feedback, contributions, or just a discussion on whether this approach makes sense. The repo is here: [GitHub](https://github.com/rezi-io/resume-standard).
Let’s push this forward together! | r/opensource | post | r/opensource | 2025-03-25 | Z0FBQUFBQm9DbVhRT0JmcmFoQ3JkVWZBMF9OZkJtWnk2b1lCUVFDUE5QU2FYd0E5bzllMlVuRXMxOGU2V3hHMU5YbWl2VXhtX2UyT1hteC1uVm9zVnlRalNZR01kaUJDVTJTTTJsOTJnQzBXVnRSZTlacXRNQmc9 | Z0FBQUFBQm9DbVhRYnlDd3FzNHJwZGM4M2NucUQtWk1hZ0s5UzBuajFqV2xBRkt4c2ZaUEhOUnRWMFptcHFMaVZQdWZ2OUNXT2o1ZFRlZ2hqT2RGaEgtR3JlbGNXMWZHblBCSEJ3eTZRbExXNWpXVUp5NEtGQjlOcEcwbmhSNFpSN3VsMHdVeGlhRlcyR2cyR0FUdW5ocm9ldXVCZG9mVU1uSnkxa3p2NXZnd3hyOHBkWndNcGwwRGFMYzNjNW1WSUlWUlFuMmJtS1VFZ0FPem9nbFIyUGFITUFvbDlJN0c1dz09 |
I think I'm at risk of Dunning-Kruegering this. I'm looking at finite_manual_0 and I can't tell if it's brilliant or nonsense.
What I mean is, "thanks, I hate it!"
Or more honestly, I'm fascinated and look forward to hearing more about it.
Edit to add: I wish the PDFs were generated in a way which made selecting sections of text possible so I could paste them here for context instead of running them through OCR first. If I get deep into this maybe I'll send a PR. :) | r/airesearch | comment | r/airesearch | 2025-03-25 | Z0FBQUFBQm9DbVhRd21MYUxoQjhaR1BMeUZGbmFwMnYzWDFUUmxkZWZtdUtvVzI2enlfUE5MS3R0YXhXbTRyVkVzZzVDTldqZUFZR094ZFhjcTAzX29aaDZYMllCdDBfSFE9PQ== | Z0FBQUFBQm9DbVhRenF3bUFhb0R2YWcwLWRiaEFHbEJ6U2dQdFdUaldES3ZidkRhV0FLSHEwS1lBeW92OHdBb2ZvQi1ZTXB3WDl5NmpoazVNZTRsWVF1RUUyWmJEdkM2MHV0MkNKMkF2X2VfNW01cjVEbDFKckR2T0dVeEtydkkwbXVDOHcxNjdqbmdoaDlXeG9OQU5KMnRFYTJyWGdwckRFaW45WXlSRXVmbTZ5RTRoTk9Ha0xtdEtldkdXcXpwUnVIQ2NGazBUazN0dkF1andQSU1JMHJqM3NVbkg1WFE5Zz09 |
I found something that looks like a mistake to me.
In intro\_finite\_math\_1.pdf, in section 1.2.1, the analogy is flawed. It says, "much like increasing bit depth in digital image processing improves resolution." The way most people use resolution is as a measure of the limits of the coordinates of the display space: how many pixels there are in each direction. Bit depth usually refers to the number of bits per pixel, which constrains the number of shades of gray or the number of colors an encoding of that depth can represent. It's true that "resolution" could refer to resolution of colors, but in practice the terminology isn't used that way.
One way to correct this would be to change "improves resolution" to "increases color space resolution" or "reduces information loss due to aliasing". Your AI can probably come up with something better than I have. :) | r/airesearch | comment | r/airesearch | 2025-03-25 | Z0FBQUFBQm9DbVhRdHpEYnh3Z3R1MXRESGF5c3RGQ0dhTGZFRzF1OGhYZ2Y0dktJMUNZR0FJRWRuUVgtYl9iTGwyLUQybVRWdllmQUNCWVZIbXl6RFdWaldWbDNvSWFYalE9PQ== | Z0FBQUFBQm9DbVhRbWJoWlVlUFNCY29MY3VTTjZLcUtkSmowM1JIa2JsVVY0UzJYMTBEbHM0a2JXZlNtXzNzWHVOMW53dnFqRHFURXZWcGRqUGkyRDBGeS0walhPUGozengxOGhWVW5WaEZSUmxiYWFNRUVZNWlxbVZBMmNQSzZSa0JsUVlucXYxWnBoX2ZFbjU3RGtfOVFjVW1zb1JRV0R2N0JmN3ZnTlNhLVBZMUQzZU5pMG50NHNoNDNZbzZyXy1NUnlmLWxWSlVHV3dqTG5meHc4QVFSWGFZMFZEMFBwUT09 |
And a stylistic comment. "yes", "s", "d", "k" and "changes" are not informative commit messages. :)
I understand how these things happen. I have muscle memory for `git commit -a -m-` from working in my private repo to, for example, save tax documents. My private repo's commit messages are almost all `-`. | r/airesearch | comment | r/airesearch | 2025-03-25 | Z0FBQUFBQm9DbVhRbzBXSl9JaGcwcGdobkN1a2RqLVUwTXB6cnJGdmk5ZmxRYkZfaHp1Wm5qQzFFS0JiQWQyeW1KOWtpN0YtT3BNWkgxX241b2U4MWF3UWo5cU1yTW5OVFE9PQ== | Z0FBQUFBQm9DbVhRSS1oSkRUODNpNnV3cmF2VlRZTks1RGdBTEphYWVlV0cxQkw3QUQ3SEdQOXFLQ1NSUXVua0tydW04Wjd4UG1LU1ZOZUM0bzN0S0R1Yl9FTnBYUFItZ1JJaGVjUGd1YTlOdUIwN0p4dDhFQ1MtX25ET2x1VU9SWl9lZnJpaHBKY3dDVzBndWdfb1RvU0RsNmtzVUJrQjM5NldTdGhRaG9XZm9sVGw2eUJxa0R2UkFkaXI0OERKT09nQ1ZPZ1hEeVNGYmQ1cGRSY2RaeHJtWlRTeGF0dFplUT09 |
Hi, what made me think of writing this is that I’m totally lost. I feel like I don’t understand what’s going on. Anyone can be a programmer, but being a software engineer is something else. The thing about being a software engineer is that you need to understand the core of software — what’s going on in the background — and that’s something I totally don’t understand.
Having a degree without knowing anything about what’s actually going on feels completely useless. I really need someone to tell me how I can start understanding the core. What teaching websites do you recommend? What YouTube channels do you recommend?
One of the things that I’m really pissed off about not understanding is a course I’m taking right now: Analysis of Algorithms. I’d really appreciate it if you could tell me how to deal with that course specifically. | r/learnprogramming | post | r/learnprogramming | 2025-03-25 | Z0FBQUFBQm9DbVhRemJXZXlDVGlIaG1Gc2VfaDJlcVJNYTVnaU43aXpJSzVMd3FZb0FzdGpZRFIyaHNMX3BfVTFDTERzR3l6VE1rNF9tZVN3alFKaXhYZTJfZnprWEJtQ3c9PQ== | Z0FBQUFBQm9DbVhRZkJ2MjV1Q3NBcDRqVzBjbTF6bnh4cFRfQk4wOWNxODcySGhwMHNPNjc2MU5VLVBMV2w5YlpReGhITFlmUnpfa1FuUl85LTBqd3Vzc3JxNVJmT01ydThucS03elVobjF4ZmF1akVycDFJYjM3LVlLdTlYanpybG5oa1hFYmJBb2NzcG9kMUF6ZjNvcEdCcUVycUswUUNNVGhwamh5VkVkWTB2S2huY1RKdnFGY21oWUo3eWVOSF91NDJ4QmFZNEt4Nm5PUE5Fdk5OZjNXX1h5S3FlMWFLZz09 |
Thought this sub would appreciate this gem haha, met this guy on the street in Mosselbay, South Africa, he's from Eswatini and is the sweetest and kindest man you'll ever meet. (he gave me permission to post the pic) | r/rugbyunion | post | r/rugbyunion | 2025-03-25 | Z0FBQUFBQm9DbVhRWm1KVVN4VmZVWWtlcDlQWlJkUmJRQ2tUbmxUaHQtWVFsZG04MU9oNTNaR3pRbExUVjhmV3ZUcEY0YTdCdzJkTHBKbERfTm1NdDd6RWdHalRoc19UOEE9PQ== | Z0FBQUFBQm9DbVhRVWlMUGwtbk1ud1RDcjV6UXk5cmJTcWlxR21KSWdYNmdMUXMwM2hJaFFQZEVBWVNOZVNqdzlqN2ZVMWxVQzl1eUI5MmJvQWtMYng1V2t3WXFxRkZqTVlHck5Ub1ExNkdQbDZleFZ1c1Q5X29LdUtHeU43TWtYLVJ3ODNVQ0NTdzIwWElNckx4T3RKN1hzVzlFeFRvbWlyU3ZmYjBvdWZOaW1VRG51eWhaLXlnPQ== |
To me, it's a decentralized layer 1 for AI, with the same tokenomics/economics as Bitcoin. It has a great story and philosophy which is needed. The subnets are building and the network is growing. I think the potential upside is big so it is a good risk/reward play. Has some big backers in Barry Silbert. I enjoy the rewards from staking on Root.
Things I'd like to see improve or perhaps im ignorant too, the community to me doesn't feel as vibrant as other projects, the discord is not so active and I hope we can have some fun and not be so serious all the time.
I'd like to see more DeFi on TAO, more interaction with dApps and a bit more of an interactive ecosystem like SOL and other projects. I think the subnets missed the mark with making TAO a bit of a casino for AI projects, its not user friendly enough and marketcaps are confusing (I know new so hopefully it improves).
Lastly and no offence meant on this, not everyone is as tech savvy and nerdy as you are to understand TAO which is a risk, Bitcoin is so great because its very easy to understand, I think TAO has a great message and mission, but I hope it doesnt get too caught up in that in thinking its too good to educate retail and make it the real hub for AI innovation.
| r/bittensor_ | post | r/bittensor_ | 2025-03-25 | Z0FBQUFBQm9DbVhRdVE2SnhSdUJvdV9Pb3BXLXcyUnF1ME5XYTQ2VU9fWnZsLWlwN1FvTnVCUnkyRDFpcmxnYXhmTmRwd1JrWDZvZE1Ta21KMUU1NDEtVkVISDFMTGpmRGc9PQ== | Z0FBQUFBQm9DbVhRb0xZNzlZSVQwM2RJWkhrcmhORHo0MXhOVUJNeDBqeUFZV2Q2T2pYQVhhb0NGek9MTHowZXJVTFpfMEIxWWtLemREanY0THYtSXZDRHdQRGxqR1VVYlY3QlYzaWZmcG5rYWxlU1d2ZzltU2gtRWpGMHg0R0g0WFlpdFp2S0NNS3Zvc3ROT1NrQzhUcXRDSFBaeTNuSE1xM3hFMTRtaDA3OWszbEVPdGRIanhtLTBEcFYwQnlSLXVnLS1nV2o5VW1NcjhZWkp3dGRyMzd1VmRndFNKVkpqdz09 |
We are replacing our great Catalysts 2960. We have like 100+ pieces of these. Are schools interested in those? Are companies in third world interested?
If it was up to me I would just invest in better firewall to protect the management layer from unpatched vulnerabilities other than that they were great and did their job very well but standards understandably force us to retire them. | r/networking | post | r/networking | 2025-03-25 | Z0FBQUFBQm9DbVhRNjUwVkNESHJaZmVJLUNJTERjWm9mMWdEaG1wS3VwWFp5RHhtaGdMVXEtM083RE1yTTVBQWJJQUZhOHlEUjRNd3RxSnRLZWpYNHgtc1V1TnViWndkQ3c9PQ== | Z0FBQUFBQm9DbVhRcnJlVE1fcXYyd0ZwaHpiWnBnYURTNERfNGxhcEFVV1FMTUExcW4zcklodFUtQnhMdlpyS1ZNb1haeXZLaV9udGRFUlRrZ2lEVEcyZ2drcjhRS2FpYTM3ZXpLVVVrc2x6Y0NoMjZpaWNNVTIxUVh3elBmampYR25xUE1UNEZHWkt4cTZoY1FNdC1jTGdDdHlpdGpFaEx5YzBqdU1TRzNaNVp0bnpLMGtQa25IZjJXNFZSTy1DRzNJSDVvRVZyUy1GbkkwSTBGSUR5RWF1RDZpemdmS29FZz09 |
Hey everyone,
With the constant evolution of web technologies, I’m curious about what tech stacks you’re currently using for your projects. Are you sticking with the classics like React + Node.js, or have you embraced newer tools like Bun, HTMX, or serverless frameworks?
Also, how do you handle state management and backend choices in your projects? Looking forward to hearing what’s working for you and what you’re excited about in 2025! | r/webdev | post | r/webdev | 2025-03-25 | Z0FBQUFBQm9DbVhRXzJ4SDNJbTdEUlZkUm9jMkNjNEFVR2hzVkEydkllWHduWEszVmJyMHZKelNITjhYR1d1SDBxcnB3Y3dtSjdudmVLU0dLVEZZSlFWbHM4bTdnV1k3dkZzQ01EQXB3SEtKSWdTSENJNVlkQ289 | Z0FBQUFBQm9DbVhRNU5Yd3QtS0dwN1hXZnpGdHR4ckwyc3BtOF9ZaEdVV25iVHJCb3ZWYkw3cmZjQUJJX3dFSmZraFNzMXZXNFJEUzZQWWQ2M0dmZU5ScWRDT2gzWVNzRmlwV2pQRVVpdVRodXoxNTlya3ZvT212dnAwbDBibU10VkNPWmJLVzFPelZySDBfWVBqaXVGYTVsb3loUjJVMlRPR3BSTlhUM3BoMzN3aUs5QUlfR0xnbkFvV2kzcUZNaVBTMmNzeWZVZTdQYjlNVkdnU1gzMDg3OEg0dGp2S2lXZz09 |
Hey I’m moving to London this summer so am looking to maybe join a side. Not looking for anything mega serious just throw the ball about a bit really. I’ve been playing low/no contact for the past year and grew up playing full contact so just looking to step up a bit in intensity without some pyscho training. I’ve been trying to look but there doesn’t seem to be much in the way of regular amateur teams in London, anyone got any advice? | r/rugbyleague | post | r/rugbyleague | 2025-03-25 | Z0FBQUFBQm9DbVhRZjI0WVBCbEZpdUh5eVJEeHFneGctcmxVMkFLR0dsQTkzWExvclR1LWN5eFE4WDBvZllYZk56al9DMkZ2dC1TbWlyRURDOGlLa0NsMEpBbVlrRDB4RGUyTVlkeFpUUm51azNzMEhuNjZLRUU9 | Z0FBQUFBQm9DbVhRLVpLUlkwb1UwY3BSczJaeTdKbWRjMW5hZVZfWnl6ZEpoa2gwVlpudHNLVElEZXA3c3BxSVZaSzlBZWN5bVNUbVZGSjVRckVfeXRJSjl3VkwxVW15TlQyRUs5a04tMk12RksyRS1KZ0tGZUxydW5YTFRyLVhXRGhYaE96TEkxMGlxTmRiUVB1QjJ2cUF1YWtFQW5UOFlWYmpqS0MzNUppNXN5NVBZQmQySDhNPQ== |
Spent the last few weeks testing Solana RPCs for NFT stuff, bots, dashboards, etc. Here's my personal breakdown of Helius, InstantNodes, QuickNode, Ligma, and Triton:
**🥇 Helius – The all-in-one Solana dev toolbox**
If you’re building anything on Solana and want prebuilt tools like NFT APIs, token portfolio data, or real-time webhooks — Helius makes life so much easier. It basically gives you indexing and infra in one. Their DAS API is 🔥 and webhook system is a game changer for reacting to mints, transfers, etc. Performance is solid and scales well.
**🥈 InstantNodes – Fastest for heavy data & smart routing**
This one surprised me. InstantNodes uses a hybrid setup where light RPC calls go to shared nodes, and heavy ones (like big account scans or getProgramAccounts) get routed to beefier backend nodes. It means everything stays snappy even under load. Great for dashboards, bots, or any app hammering the RPC. Support is via Telegram, and while it’s helpful, it doesn’t feel very “enterprise” — there’s not much in terms of dashboards or monitoring tools. Also, no free tier — plans start around $499/month.
**🥉 QuickNode — reliable, polished, and great for multi-chain apps**
QuickNode’s biggest win is how easy it is to get started — the dashboard is clean, you get 10M free credits monthly, and it supports multiple chains out of the box. Perfect for MVPs or wallets that touch more than just Solana. Performance is solid, though if you're doing anything latency-sensitive or Solana-specific (like racing mints), you’ll probably want to upgrade — the free tier isn’t super snappy, and some Solana features (like Streams) require writing JS filters or paying for add-ons. Still, it's very dev-friendly and scalable if you're not doing ultra low-latency stuff.
**⚡ Ligma — built for degen botters and mint snipers**
This one’s designed for raw transaction speed. They claim up to 6,000+ TPS, and they partner with validators to help your TXs land faster. In testing, it absolutely gives bots an edge in congested moments like mints. You get gRPC support, direct IP access (which cuts latency even more), and high TX throughput even on shared plans. But it’s definitely not polished — docs are barebones, support is all Telegram/Discord, and there’s no real dashboard. If you’re cool with that and just want raw power for bots or sniping, it does the job really well.
**💰 Triton — premium option for mission-critical infra**
Triton feels like the most "serious" option out there. Their infra is built to never go down — they use multiple regions and providers, so even if a datacenter dies, your app stays up. You can get dedicated nodes with super low latency (\~400ms or better), which is great for exchanges, market makers, or liquidation bots. But this comes at a cost: you’re looking at $500/month minimum, and they don’t offer fancy APIs or a free tier — it’s pure RPC. If you’re running something that absolutely can’t fail, it’s worth every dollar. But for smaller apps or solo devs, it’s likely overkill. | r/solana | post | r/solana | 2025-03-25 | Z0FBQUFBQm9DbVhRVURfcXBjbk5XUHJVVEEzdXY2UURtVkxwRG1waHp3QjhqdDVVek5ibkw1UXNWT1lMX0ZQY2Y4RWFxb2ZGSmYyUE85c0ZYcE5mcDUyTnJzcVRWTU5tMEE9PQ== | Z0FBQUFBQm9DbVhRVzFjU2FsS1RWNmdENHlBazVYV25uajg3cWp3SXJHZDJjSUFQWHB5TlpuTzVCSFc4SnpCZWl4NG53SnBpcThiUW45bmthZ0NrMHFmMkVOZC1fanZ2RTRxd29GNDFrNnhpd1I4SWlCSkVJWllsaXdPX0hQeF9GeGRBZS1fa25xM3V0MXh2ajdoNlBNWDNOZ1d1SU5xZ1ZTb3JrdTZzd1ZuZ002d2pOMFVTdDI5RkQya0UxbDJ3WFVYajdiX09qRUJ0SDRWSUpqSDk3REFvMU9WT2Q2NXZGZz09 |
https://www.rugby-league.com/competitions/community-leagues/london-and-south-east/match-centre
Looks like there are 2 tiers, premier and friendlies - pick your closest team or the one you like the look of I guess?
Works similar for us in the midlands, there is a premier and conference/merit. Might do well to pick a team that has a 2nd team in the “friendlies” if possible, as that suggests they have enough players to support it, and then you have a couple of standards to aspire to, if the 1st team intensity is too much. | r/rugbyleague | comment | r/rugbyleague | 2025-03-25 | Z0FBQUFBQm9DbVhRWmpWZDFDbkQ3Ml93aHdCRS1TTmpjenpCbzhkWll3bnFXZm5Pc1Izc01ybGdoZjFDRnFoVFgzUzRZNUcweUhYSzZSZllGcTdIQmNaR1JMRVNXdHZ1ZWc9PQ== | Z0FBQUFBQm9DbVhRbF9YekE2MG90WU9TbGhTZTZBLUM4LUJweElWOHVOOVVfcTgyVmNKSGY0eDB3UjM3dzY4RFpkaVEyTXUwLUd6UVhUT0dWYXJEMzVhZUZXRWFUM2lWUnBleldQUVFjMHpienhSMUdrZU9DX2I1N3RlcXFUX1ppSXFReVFuS1c0SWJvcjdDaFViRmR3dklucEt5Y0E5SDNvMjNCZVFMdThaQnRzX2dVYWNFSDRhZ0xtY3FfX1pQd19HYldUTzAyN2p2 |
I am an international sophomore PhD student. Last year, I completed my lab rotations and chose a dissertation lab. However, I recently discovered that the PI of the group has been misusing research funds, and it appears that some form of money laundering is taking place in the lab, involving multiple people.
Not wanting to be associated with this, I reported the issue to the head of the PhD program and the ombudsman of the school. However, during the reporting process, the professor found out and called me into a private meeting. He continuously blamed me for trying to destroy the group and accused me of being extremely hostile to many other people, claiming to have evidence of this. He even threatened to ruin my entire career, stating that, as an international student, I owe my presence in the program to him. I am extremely anxious and considering quitting the PhD program. However, since he knows all the groups I have worked with before, I am worried that he might defame me or sabotage my chances of applying to a new program. Is there any way to protect myself from this? I do have some evidence, but he might have been alarmed and will try to cover it up if I report again. | r/careerguidance | post | r/careerguidance | 2025-03-25 | Z0FBQUFBQm9DbVhRdVYyYTN5aWdFcFNUSUF2NUpkTXZCNU9GVXRrWkFPQ2ktVDRGXzlzaGZZbG5fdHFyaTRHWTN4Ry01dzZ1a1F3d1FfV1llLVZwZmlXRm5ZclBKeGxYM2c9PQ== | Z0FBQUFBQm9DbVhRSVpwWXZPMWRUM2lmVGdUdUtSZzBycFlfajhiZU13WHlWYVphOE1iTU1OeHkycU9hZ00yQk96LXEyZVVLUDFKWWRPMEsweUxYZUYwcnVBX3pYbXE3S2RzRXdGcXV5ZlBmd0daQ2ktM3RLbnRmM3Ryc2dNdmNyVS1NOUQybVRTWVdDRjJHZkNLSS0yYWlVQndVQ2VWckNVYU1LVl95endIWkhXT1NkT3ZHSURuQm1VMmIxN2wyejZxTl9TZVQ2SUxtRVRBbTBpNHZJZkhxNnBhZHFaTjFsUT09 |
TL;DR:
These scammers trap victims by giving away a "seed phrase" tied to a wallet that has valuable-looking tokens. But any gas you send to try to extract the value gets stolen by their bots.
If you're seeing more of these, you're not alone—it's a growing scam trend. Stay away from any seed phrase shared publicly. Every. Single. Time. It's a trap.
How the scam works?
I'm recently seeing a lot of comments sharing seed phrase on YouTube, X and Reddit. Let's see:
1. Bait with a seed phrase (like in the image): The scammer publicly shares a valid-looking 12-word seed phrase and claims there’s USDT or other tokens in the wallet, trying to lure people into thinking they can “steal” or “recover” the funds.
2. You import the wallet: If someone imports that wallet into MetaMask or another wallet app, they will see USDT or another token in the balance.
3. You try to transfer it out: The tokens may be on a chain like Tron, BSC, or Ethereum, and to move them, you need a small amount of the native token (TRX, BNB, ETH, etc.) to pay for gas.
4. You send gas to the wallet: Here’s the trap. Once you send any gas (BNB, ETH, etc.) to that wallet so you can make the transfer, a bot controlled by the scammer instantly sweeps the wallet, stealing the gas before you can initiate the transaction.
The real trick:
The wallet isn't yours. Even though you have the seed phrase, a bot is already watching that address 24/7. It's likely the scammer pre-funded it with fake or even real tokens to bait you into sending real gas funds.
Why it works:
It plays on greed: people think they’ve found free money.
It looks semi-legit and low-risk: you’re not giving your seed phrase, just using one “shared” by someone else.
Learn, share and stop those mfers
| r/solana | post | r/solana | 2025-03-25 | Z0FBQUFBQm9DbVhRWi13aUVaMThxQ0tQSmlIRzk5VTFWWXRQV09udHBrZFQ1Zy1qaHlndUxDWW9TUGF4Q3hleS1KLXltYXNBWHlJc0dPcTd5b3VpSzc2Q25BelgtQ29PTEE9PQ== | Z0FBQUFBQm9DbVhRM0lHRVdwNFRpQUZsUFNJWW96OWIyakR2U1ktbHF1SW9sd3ZnTmNfaUh4R29ZSjQySDdoMDRFeHBKd1NoUWNJWnNyRGhIZzJUS0RyY256R2ZZUVZPeU9WblZLdVR4SW1XTndkNWZDdmd6RTFzQzJhX1VJLTB4azAyUXFxanNzUW1fSDZ0aFBpYk5scUVBcl9uNG0xbmoyNWRLaUw3bm9jTGRHS3NyUW9OWkJNPQ== |
I used to play/coach at London Chargers, great group of guys and good social scene too. Train on Clapham Common and used the play SW (Chiswick). You’ll find similar welcomes at Hammersmith and West Warriors, although they are predominantly made up of Aus/NZ players, they welcome anyone.
I would very much recommend picking a side that is close you where you live, so you don’t spend huge amounts of time travelling - London is enormous (obviously).
Check the team social media accounts to get more info. Good luck & enjoy! | r/rugbyleague | comment | r/rugbyleague | 2025-03-25 | Z0FBQUFBQm9DbVhRcW03bjZwMGZBSm9IM0xTejRzZXJSN3dzTFRHU0FlYmNLTFVST1A3a1Fua3IxME5yWnhZTVRlN2ZkRGRqc1FodkZZaHp4Uk9lVFZRTG9vRXNWTVJ3SkE9PQ== | Z0FBQUFBQm9DbVhRUm5JbEd0M0cxemRKRGtSZTlWU0tOZGpoLUxBblZJTGZFWmdfMGdhSEVnXzExcU1vT2tobXlOb0JUVWM3bkJPSUVvZ0lFYU5kalZZRjBGUVpQYk9oRmllYVRFZ28yWU05WUMwenlMZEh0eUM3SW1zVC1RRU4tTzdUYlFKdHAxczc2bkY2cVdHT01pdTdSckR2c1QyNzBKSURtZjhOTlNoSUgyRkF5N25zVENadlRLdk5RZEpUNm83dWVjTzQxVXF5 |
It was annoying me all the way through that they didn’t publish these on their stats page – but finally here they are | r/rugbyunion | post | r/rugbyunion | 2025-03-25 | Z0FBQUFBQm9DbVhRQlhJZjgyeW05bDdaaXg5dDM2R2hWUnZaNi10NExzbjFyaTRtZGNHQkg4Wkxzbm9QYUdhQ3lHT1ZWTDdWY242VW5JdlZnbmJFamZPMDdNZ0EySnFmalE9PQ== | Z0FBQUFBQm9DbVhRNE5QMFdFM3Y4Z2xLTURDN2JFSXp5WGtscGtCcGl4MDRLWmFid3ZWajktOWZfSG9YeDBSOU43aHZ2OUx5ZnJCM1hCUXR6eGlZZDAyRmpvY1RkbjBlT2JZamtHWlhPb2FhdV9WdmVBbmlvMmQyNVI5blVqaVBib1BWekpBZkhKNHBFUThMWTBOdFZSLU82Rm5fdmZvck5qZXJpSmU2eWFMaG01NjNEbUVLejRDRl85djY0TEROUmNCM2ctMVJaaUgz |
I came across this short survey about data usage and AI in the legal industry and thought some of you might be interested in sharing your insights. It’s focused on how legal professionals interact with data, emerging trends, and the role AI is playing in legaltech.
If you work in the space and have a few minutes, here’s the link: [Survey](https://www.surveymonkey.com/r/mondaq_data_survey_2025).
Curious to hear what others think, how do you see AI impacting legal research, contracts, or compliance in the next few years? | r/legaltech | post | r/legaltech | 2025-03-25 | Z0FBQUFBQm9DbVhRa0h6V3dpZXZxeDI4M2RFQThDUW1iR0tIeGJJVThSNkR6MDRnZ3JrRWNMUms1R2ZubVI4VUxnQUQxY3pNRFUtemJ0T3ZjdTd5ajFZRjNkb2dQcFR3cEpjd1JTYVBhRkpSNWJkYk5PeUQ4OFU9 | Z0FBQUFBQm9DbVhRMTdvV0VOVjdqVHp1VHhUcVdBdnFfd0V2TnFHV0NacU1wUWFiV2Z1aC1DajN4SkRuR1RIZUZtV3hkM0J0RlhjWVV0Yi02Y1MzQkVvblBNb0o4QTBTLWVqRUVsTExRTnRNMzM4MGtRTTJBM1NPUUNkeVRWY0I4ZXRNMDRsdlBMMjZsTXhENlp2c0JWeGl3c0FZZzF1amlyT0ZhZ1MtTjZ5VnNnNlhpYVRFckdJPQ== |
Our company is moving towards removing direct SSH access (ie not more Putty or SecureCRT) to all routers/switches/firewalls in favor of using BeyondTrust as a jump SSH server. Their logic is that this will allow screen recordings of all administrator actions. They don't seem to appreciate that all admin actions are logged via ISE. Does anyone have any experience with this? | r/networking | post | r/networking | 2025-03-25 | Z0FBQUFBQm9DbVhRMTh0RVl2WnZBWU9KQ3BfV3RjNk1zNGlSV2JvbTZwa0pGVzhNUHF2NFBoekRhR0l4RHN5NWFHN0FGRlhxd05LLTZ5S2NXVGxHV3ctZUp5Tk9Da2RZeWc9PQ== | Z0FBQUFBQm9DbVhRT1dMV3Z6QmE3ZmQ0ZTBocTFHMUVJV2ctSFpYc09QcE1neDJnQmVfSjdjREdvMmZpcHM3TUJ2VkpKaVpJWjNxWkF2ZkVVZ1hZbVBMVlE5YkhfRXdZenp5UGpMZm5PbWVNVkNwdDVlMjFDVXNTOURySk9pSXF2Qjd1cTVDOWVZdlpURUhYMlcwVExlMzdvUDYxRnpOdGtjSjBjZlpkbGx1MG1fZTJhZjZFdEt1dXdLUHVneUhJZy1rSVpJcmVoaFdl |
Yup stay in the North if you wanna play rugby 😆 🤣, rugby league is like finding the golden egg. You can find many clubs playing penalty rugby(rugby union), however league clubs are very very rare. | r/rugbyleague | comment | r/rugbyleague | 2025-03-25 | Z0FBQUFBQm9DbVhRLUVmTWtyalp3bHVGUW1rLUh2aFVIN3M0WFM2QmZHU1MzTEpsUmtZUGRQWVVKOXlpNUhyUlVmeVNoWC1oMGZWeTFMaVBxdDRVU0pWaTFGRUhCdml4S0E9PQ== | Z0FBQUFBQm9DbVhRUkg5VnZmd0RRY3RCQjI4V3VlN2dhc2Vrdy1VVEVNUjZ2MGZuVC1uM2dYZnhlaXhvYXIwLVg3cVZFaWszbmtsa1k2aWpVdlhYNE5lZ1d0RFRUNEJHUmtIdGFBMmhfekg5NXlTM255cU9TX01JMm9jdUgtX1N1b3hOYnRrNUFoMzIxQTlhY0FRX0p5aWtTd2RoREN0QnVvQ2huT2RZbzhsWmtnczlkR2k2dDM4MWNpSFNPZjZHZ21mc3JhYkYzcUdB |
It just feels so boring, I don't know where any of the right stuff is. Application is enterprise grade and has 50 million moving parts, everything is poorly named, can't search to find anything. It just feels pointless when you need to spend 2 days working on a dialog message because the way it's being done involves thousands of things to consider. Just doing no work for hours, all to get single characters to change. How do you get around feeling like this? Or quit and become farmer? | r/webdev | post | r/webdev | 2025-03-25 | Z0FBQUFBQm9DbVhRS0NDUl9tUW5LZmVDRzFncnF3WkE5YVVVdG5QNWxvdmhiRDk3LXJQNTZvWXRlcGFrTkIxZDIzMTIxU1M5dExvTnhQUnBkVWlQbk93WF9jV0IySEVaU2c9PQ== | Z0FBQUFBQm9DbVhRV3lDc041ODFsTEtyWEJjY2w3QjFkenpJZ203TExOMThDOWxkZzhCUXl3QnVXQWJzQm9pSWEyMFRZWW1XY1NYb2JBa0M0RUdlT2lwT3duOXRuM1NvU2htRnFBY3Q2UWdHUjZqRDl2S0ZoQmxwRnI0WDFuR1p0MUt2dVZqY1N1elVpRFFrQXJueFJGM2xTMHFOcEQyUzNCVzJWbzZSb3Z4N3JpWnVIbTczeVVzeWZWWDRZUkpNVy1HR3NjMTFXX0tR |
Short story from real life, with a cynical conclusion
TLDR: If you admit you seen a task before, they will give you a much harder one.
I'm a dev with few YoE, and I applied to a Software Dev position at certain company and was greeted with a standard interview process, soft skills, two leetcode tasks interview and a system design interview.
Soft skills, passed with flying colors, great culture fit.
Two leetcode tasks, I've solved quickly the first one (leet code easy). The second one, to my surprise, was a task I've seen before million times, also easy. The interviewer insisted I report if I've seen one of the tasks before, so I did.
Short thank you later, the interviewer clicks few times and randomly picks another task. A medium.
With a description that made my eyes explode, convoluted, wordy (one of those tasks that love to have a story description). As a bonus the interviewer also seemed confused by it, and questions I asked were redirected to 'it's in the description'. Ran out of time trying to figure it out.
Few days later a rejection call from the recruiter, "appreciating" my honesty, but the company refused to let me proceed to a sysem design interview. Requests for a additional SDE round were also rejected.
Honestly I was surprised to learn that it wasn't binary trees or some other niche CS topic that defeated me, it was... fast reading.
Moral of the story is, unfortunately, that there's zero reason anyone to ever be honest in the job interview if you can't get caught. It scores no points besides a 'thank you'. And another one, I suppose is to use ChatGPT to have the task description 'get to the point' | r/cscareerquestions | post | r/cscareerquestions | 2025-03-25 | Z0FBQUFBQm9DbVhRVjdjaDRxVU5OV0ZLcmU3OTFYUlRoSGJfa2lSeUR1b0JKN0tsdEZRRV83X2E5RmE3RDh5WUtSY2szNFVsVHNBdWpkZWlvVEl6ZzRqWkdCY09LcU4xOWc9PQ== | Z0FBQUFBQm9DbVhRTFZTX09OOFRDQVVVeTd2VDN2ekNhWXZraHBjUjNJeWpkSDFGUURMM2RVU3RxVzJ2RFU5V1FLN3pjU1loVzVFeGZpRzBwZVJIdDZiOXhidURUc1hkQk92RjhuV0hnQlQtaFZTMS04Nmpzd2hCUEpqbkJpcE9PRzRuaHBlUmVmd2E3N2JndHZteXp3SVRoZVNwVTFHdWVZQU1RcVJwLTJpelU0Y1dteVRoSFVYN0RBZTlERVM0UlVCajJBQ1E4RkJzelJ0RnRYU0FMWjJiczRTRmtKeTJzUT09 |
I am looking to a more like real voice instead of a robotic voice. If I can tune how fast and how friendly the voice will be exported to, that would help. | r/opensource | post | r/opensource | 2025-03-25 | Z0FBQUFBQm9DbVhRWlBFNlJWcTk1Y1ZNd1lHSlVMdHAtbERBUm1iVGdVWW1TZ2hlSjBManR5TFdWMzVabkQ5Y3NwS3U1bVJEdjJ6VTRWTUViOG9KWHN2eDF3ZENhaUMyS0hrM0ZEQXd2VVN4elpXTnh2UWswQVU9 | Z0FBQUFBQm9DbVhRMFNuRDdZZGxGYzduUFZfWk5FVDd1MmVRMDFCVTlFaTBhdF91bk51T21jWG9ENHd1ek9tUmsyUlhMeEczNXJ0eVdvdk41Zy16NzQzRVpGTFhTNi1aZG5BU3F2Q1FycGJOY3lwcnJrcm9MOU1XUGdQSXVpTERqYnJGNVB1Ml91X0FzMWVYM0xlbmpTTWFVaHlSalpSZ05GTnNZdDhxYmlRSHFLei00S0VOMno2N2xrNWtIeU1FV0JMTTVVRDdlTGllcklvSWRoMmxmMENEWlRkNXRqSUJ6Zz09 |
David and Ben, who previously led groundbreaking dataset building initiatives at Argilla, are now applying their expertise at Hugging Face, where they continue to innovate in this critical area of AI development.
this conversation, we explore how synthetic data generation is transforming AI development pipelines. As models become increasingly sophisticated, the quality and diversity of training and testing data have emerged as key differentiators in performance.The discussion covers several important developments:
• The evolution from human feedback loops to scalable synthetic data generation
• Methodologies for ensuring diversity and quality in synthetic datasets
• The powerful concept of persona-driven data generation for creating more robust AI systems
• Insights on Distilabel's architecture and the new Synthetic Data Generator UI on Hugging Face Spaces
• and more!
For anyone working in AI development, understanding these techniques can be super powerful for building effective, reliable systems at scale. The democratization of these tools represents a significant step forward in making advanced AI development accessible to a broader community.
YouTube: [https://www.youtube.com/watch?v=XCiJZM65dhg](https://www.youtube.com/watch?v=XCiJZM65dhg)
Spotify: [https://spotifycreators-web.app.link/e/r9hV0fzG1Rb](https://spotifycreators-web.app.link/e/r9hV0fzG1Rb)
Recap on Medium: [https://medium.com/@connorshorten300/synthetic-data-with-david-berenstein-and-ben-burtenshaw-weaviate-podcast-118-4b48e5413091](https://medium.com/@connorshorten300/synthetic-data-with-david-berenstein-and-ben-burtenshaw-weaviate-podcast-118-4b48e5413091) | r/deeplearning | post | r/deeplearning | 2025-03-25 | Z0FBQUFBQm9DbVhRaGhPTjlQZlFBZU8zNzNJZkFoNjcyaDd4MnlmdEVBRV9tWWtobDhEWW80Rnloc2ZyLTZHQlhwbDJSUHdSRl9uTDlMR0twWFZmN3pENkhLUE5EYkc4UkE9PQ== | Z0FBQUFBQm9DbVhRSk44OEtCZFh2cUFhWlZ0Z0dsTDYwRkhIVEV3WmVZUXFmVVhHR1RvY3Y4bW9NUThsaXlnYllkMGNGZDlEMEkwQ21YUHRoaEljYmFZNURGbE0xRDZxdzFrRW5wWUVnMS1XdkpId0plVzdQdWFkaW9JYmRhS0JJc0tqTmYtUWc5STJWS0ZDOXJXN3haTUR3VzR5NTdNNDVPeUV5QWZfMFNHRXptZDVkTXlEWTNKWmZYWG1ncFNmMWRZNzVJdlFZSE9JY2NGUWptVTBIYUxrUGpsWGk1RW1BUT09 |
Is it just me, or does it feel like everyone suddenly wants to work in IT? I get it, no degree required, remote work sounds great, and people hear about six-figure salaries for IT managers and think, “Why not me?”
But here’s the thing... just because the barrier to entry *looks* low doesn’t mean success is guaranteed. The field is getting oversaturated fast. Everyone’s trying to pivot into tech, especially from physical labor jobs, and while I understand the motivation, the reality isn’t as easy as it’s made out to be. Back in a day if you were a PC gamer you had a good chance. Now everyone is a PC gamer and they all think they can work in this field.
If you're over 35 and thinking of switching careers, be aware you’ll probably take a pay cut and might not see decent income until year three or four. IT also requires constant learning. New tech pops up all the time. It’s not a laid back job anymore, it’s a grind, and it’s competitive.
What really gets me is when someone lands their first help desk role and a few months later starts asking how to become a cloud engineer or how to double their salary. Chill. You're not alone, everyone's trying to climb at the same time.
**Edit:** I didn’t expect this to get so much attention, so I just want to clarify a few things. This post isn’t meant to discourage anyone from pursuing a career in IT. My goal was to bring awareness to the fact that the field is getting saturated and that success takes time and effort.
If you truly have a passion for IT, keep going, there’s absolutely a place for you. And ambition is a good thing! If you feel ready to move into a better role quickly, go for it. The point I wanted to make is that many people ask how to level up fast, and while that’s understandable... **experience matters a lot**. No one’s handing out senior roles unless you’ve built a solid foundation, or have really strong connections.
**TL;DR: IT sounds great on paper, and yeah, a lot of people are rushing in, but it’s not the golden ticket people think it is. If you land a job, stick with it, build your experience, and take the long road. Otherwise, you’re just adding to the noise.** | r/itcareerquestions | post | r/ITCareerQuestions | 2025-03-25 | Z0FBQUFBQm9DbVhRRU0xN2RLX1BPT3p0RTFfNVpjRHVYNUlQNjRQZVJWQ3VSLXNwTXdLZGlvaUhCcHR0OFdoYUtsbjRwMGw0SURoaDE1WFByUENDMDNfbWwyT3ZFODFueGc9PQ== | Z0FBQUFBQm9DbVhRY2cwNG5jblVxUXR1XzBsWWdpZ3BHSXkzUlNuZ1UzZm5uT0hTUGtMZVBJd05wZ19sZjdQbnhhZXVvY3NEVkUtczFoM1JjYlFYTm9ZQ3B0RUx2Y1ZjR0xydjhSazZJNGFDT3FXdFNjWFZQZ2pHN3ktVEJ0eVJpY2xxbkMzVzdrVE1SM05QRTNQbU16UGRoS2cwdEhzQjItMWpDOEd3SkhhdlRSaFJWVHc1NmpIZ3BEOGpSYzNhOEFYdlBCU21hdS1DNzRXSVZNU2ppUlA5OTJhcDRoYnprZz09 |
Crypto.com’s 70B Token Reversal: A Massive Betrayal
Crypto.com has quietly reversed the burning of 70 billion CRO tokens, misleading investors who believed the total supply was permanently reduced to 30 billion. This move is a blatant betrayal of trust, as the company previously claimed these tokens were burned forever in 2021.
By reissuing 70% of the total supply, Crypto.com has effectively manipulated market expectations,
This isn’t just unethical—it’s borderline fraud. Reversing a burn and reintroducing tokens after investors made decisions based on a supposed fixed supply is an outright violation of trust | r/cryptocurrency | post | r/CryptoCurrency | 2025-03-25 | Z0FBQUFBQm9DbVhRbUFRSDRjRmZ2NHZURTJnMlhPbXFsX0dMZFVJY09SSzZJS3JpOUdsb1JtQTBfblNLMmNqLXFyaXpnZGMwbGhjZWJUX1hwZEQ5ZjFSaVR1VnFyakdnRVA4c3lxTHJPUkEyeFJCZkoxeFVhcU09 | Z0FBQUFBQm9DbVhROWpxOFdDVjJyYXQ4bV9teE44eEQ2dGxWdDU3c084OFhvLVFkajVScEhVLVNRNWtsd3kwX0JhdVpIc1g4bHdSTGRBYzZ0THNpNjR5eDhsV2lqSXpyUTNGYWNyc09vbl9ENG13a0d4MTMwekxOT01GS19sNURDdFNFMUxCT0dONUFhVW1JeUF0NXFNMlM5Q1ZfZXNuekc1ckM1NGEyRHNRTl9lc3pIdkJRbTFkblRDUEpLdnRYeHJaV1NCMk9kQm1hMkFYVkRVOWhmRElfa2pDcUE0aDAwdz09 |
Six months ago, I was hired as a data analyst at a large insurance company after finishing my master's program. The interview process was thorough—a technical assessment where I had to clean messy data and build visualizations, a case study presentation, and a couple rounds of behavioral interviews with some SQL questions thrown in. Nothing too extreme, but enough to make me think this would be a challenging role.
Now I'm here with a 6 figure salary and benefits in a hybrid role (2 days in office, 3 remote), but I spend most days with surprisingly little to do. My first project was cleaning up our customer dataset and building some marketing dashboards. I worked efficiently, finished ahead of schedule, and my manager was genuinely impressed with the results.
But since completing that project three months ago, I've had minimal work. I occasionally get requests for data pulls or simple visualizations that take maybe 30 minutes. I've started using some basic tools and approaches that just seemed logical to me.
I built a few reusable templates in our BI tool that I can modify for different requests. The marketing director called me a "visualization genius" in a meeting because I used a different chart type than the pie charts they've apparently been using since 2003.
The marketing team thinks I'm working overtime because I schedule emails with their requested reports to send at 6:30am. In reality, I finished them at 2pm the day before and spent the rest of the afternoon watching YouTube videos about beer brewing.
I mostly use Chatgpt to help write my SQL queries. My 58-year-old manager walked by my desk last week, saw some basic subqueries on my screen and said, "Wow, you young folks really understand this database stuff intuitively." Sir, I literally just asked an AI to write this for me.
I wrote a small Python script to help the sales team consolidate their weekly reports (honestly, I just described the problem to Chatgpt and tweaked the code it gave me). We literally covered this exact task in my data processing course, but they acted like I'd invented electricity. The sales director wanted to know my "secret" to solving their problem so quickly. My secret is that I'm not using Excel formulas for everything like it's 1998.
For weekly department meetings or any other meeting with way too many people in it I use an ai note taker (yapnote) so I don't have to pay attention during call. When someone asked about a detail from last month's meeting, I just asked ai about it topic while everyone was still debating what was said. Do people not know that you can do this??
I genuinely work maybe 10-15 hours a week. The rest of the time I'm just... waiting. Reading wait but why posts. Watching woodworking videos. I even started baking bread smh. Organizing my desktop folders by color (don't judge me, we all have our ways of maintaining sanity).
Is this what corporate America is actually like? In school, professors warned us about the "demanding corporate environment" and "high-pressure deadlines." My biggest pressure right now is pretending to look busy when my camera is on during team calls.
Last week, I got called into an unexpected meeting with my manager. I was convinced they'd figured out I wasn't doing much. Instead, he asked if I'd be willing to help other team members "level up their technical skills." I'm not even sure what skills I'm supposed to be sharing—using the search function? Knowing how to clear the cache? How to ask Chatgpt?
Is this normal? Did I accidentally hack corporate life? Or am I missing something fundamental about how work is supposed to function? I feel like I'm in some weird corporate twilight zone where perception completely disconnects from reality. | r/careerguidance | post | r/careerguidance | 2025-03-25 | Z0FBQUFBQm9DbVhRWDZDTWJ1dndKY0lqWjI5R1dpdmpWTWsySEhKX2VKOWh1eUExUTE2X1hKVUNwVnFtTHpGMk5vanlpZk04US05enVMYVlLM0lNOFhSR3ZVS20zTjdhMVdCU2M4UVNXYTUySHBLMDRlMkVzajg9 | Z0FBQUFBQm9DbVhRNU5FN0RPdlhYSm1LV3lTaGFBU1pncWdUWWRiTGMzcWFMM0llcFdqMHhxTTRlVFd3a3VYWmdXRlM0U1FJd2N2WTdHUFRYRHF5Mi1QcXdHVVB1VGdNeEJhNEE5cFZsNTFHN3ZEUjRNWmNpak56eF9peW5EclE1eC15RDQ5VWRoNnJWM2RGVFM3WHVWSHIzTzBpZ1lwdmtzNUNhbDVWMjVKU195YS1LV19Hb1RBMmhrNndIbUhaVUZLNldndkotd1huMUU4Ym5jcThVZFhkTGtJakI5VnlrQT09 |
Okay, so I get that newer software needs more resources, but even when I wipe everything and do a clean install, my old laptop still feels sluggish. Like, is it just my brain expecting it to be faster, or does hardware actually slow down over time?
I’ve heard stuff like SSDs wearing out, thermal paste drying up, and dust messing with cooling. But does that really make that big of a difference? Anyone found ways to make an old machine feel snappy again (besides just throwing in more RAM or an SSD)? | r/learnprogramming | post | r/learnprogramming | 2025-03-25 | Z0FBQUFBQm9DbVhRTE5yVF9iODJOSmxtNXpvaHNQempyQnZoMGc5VmZZbDNpNUo4cktIbzNYNnZTTkoxcThMY2JYWTIxRmRYMHdlN1BGdVZ0Qk53NXp2NTEtc3BLVzV3emc9PQ== | Z0FBQUFBQm9DbVhRVkV4SEZPLXBxenFxQk95TzlLZ0l0OXRvTm1FMVE0bld4a2ljdU04UXVfSndRTmUzUEdNUTF2S29NRFhxdFhDc2pnZnRIQ2wtNHZHYXk3SkNwWDhzZW5jYWZxZlJENjNNdWpFTWZuQ3ZhbzlycTRrTWY2VWowNUQ0Mi1qODM1NkZPRFVKYVlQUS1fdW9ab3dGdFhFRlhFLUZUV2FVdTVWVGlrS3hGWnJqNGp2SUJ5NElWZjhwcUJueTU2TC11UjYxMXR1VkVvMURsLTNSdmhJNjhIU1ppQT09 |
Why am I getting so less Tao staking rewards?
I am using roundtable
I started with staking February 2024.
At the beginning I got a lot every day but now not anymore. | r/bittensor_ | post | r/bittensor_ | 2025-03-25 | Z0FBQUFBQm9DbVhRbzdVcXFCaDNfMTRVUlZIRE5venZ0eS1WY25HN04td1FrWUVBV0pIYmdRSk0tTmsweFJwUnM4cHZBdmVkVzdVeWRPLU1odzhBRGZxNDh1RUl4aVJLV0E9PQ== | Z0FBQUFBQm9DbVhRYTNVUkdiemxsbC1RZjZqSFJPREFueTJuekhickY0QzU4SHRpRU9qd0xmVTNSaFZpZTJjamg3ZjVYZk9tdEJ4dkp1SEdkTXhiaUNzYzJqVWc0YkxOOUEyVHdBeWtHenhOT2I2VW9FODNxOGdON1FFOTJUR3Q3VHhFNFNBc3lIZTBkMzZmT003NTFQa0xhZFM4NjhmMjd4dGxZSS1hcjYwdUo3U2VGY1plWVprPQ== |
Hey fellow devs,
We’re a small team quietly building something we’re genuinely excited about: a one-stop playground for AI development, bringing together powerful tools, annotated & curated data, and compute under one roof.
We’ve already assembled **750,000+ hours of annotated video data**, added GPU power, and fine-tuned a **VLM in collaboration with NVIDIA**.
# Why we’re reaching out
We’re still early-stage, and before we go further, we want to make sure we’re solving *real* problems for *real* people like you. That means: we need your feedback.
# What’s in it for you?
* **3 months of full access to everything** (no strings, no commitment, but limited spots)
* **Influence the platform** in its earliest days - we ask for your honest feedback
* Bonus: you help make AI development *less dominated by big tech*
If you’re curious:
Here's the [whitepaper](https://www.milestonesys.com/resources/content/white-papers/development-with-project-hafnia/).
Here's the [waitlist](https://hafnia.milestonesys.com/joinwaitlist).
And feel free to DM me! | r/deeplearning | post | r/deeplearning | 2025-03-25 | Z0FBQUFBQm9DbVhRb3BzXzh4ZHpYNmVzQXlYb2xCZWhzZGFDLVNqQURVU3BNaE5jLWZITHMtT1lBN0s2eEtNUVMtaVBfN3U1OXVWQjdycWJlU2MwTnI2ckpnZUxqRlF5eHJnbWNNNTBLUm95YTl0VF82Rnk5c2s9 | Z0FBQUFBQm9DbVhRZTZtZVZHQ3Y2NmEyRFlUNjhpOEhvcHJKZWZKaV9WN0R6VGE1bnVSakZPbjkyakNlTmNKNndYMWdZM0x3bzdveEx4bXhrcUotWUZmRl9QQkYyaV83YnN5T3JNc0xHVHhtQzB5Y3BXTUVReXJNeEpiRjl3Z3lPb18wMzdmWjB6dUhIR2tGT19JSjdZRUNMTXB5cWtVR21YeEFXakxPSFlxcEFnR3l1Q2FKcHFHMEN4Z2cyU2tCMHg1V05WM3B4TUYy |
DETAILS: https://x.com/Web3Marmot/status/1904501360558817324
People need to be aware. This fraudulent website is being pushed by SOLANA on X as we speak.
https://x.com/solana/status/1904282091635802291
I personally lost my 8k position. It was all the crypto allocated funds in my budget.
I'm not sure I'll put money on crypto again I understand a bit more people saying that the environment is too scam friendly right now.
There seems to be no repercussions on anyone but SBF and CZ.
If you have anymore information or suggestion on how to stop them from scamming more people please share here.
IF YOU FOUND THIS THREAD SEARCHING SOMETHING ALONG THE LINES OF "is polymarket legit" "is polymarket a scam" "how polymarket makes their money" .... HEED THIS POST.
[Here is a piece written by u/EveryoneAnyone1](https://www.reddit.com/u/iamzheone/s/jl0ClckbAj) | r/solana | post | r/solana | 2025-03-25 | Z0FBQUFBQm9DbVhRNDlaUWYxVDBxbHJDOFlyb2RnYnJVMllJOE8wMkQ4S0VFdnpFSWZaMC0zUEhJZ05IcFVBa3ZWbk9IMTdJWUtzWTlUTFNSaGJEb3llbEFvMnNtMWhDV1E9PQ== | Z0FBQUFBQm9DbVhRejZMd0FZWWlCaERKSUhONTFqZXRKU2FRZEF3YkdnOERqbWRDRlZZdFk0RUZwbTVUb19DTmVWTmkxZmUxVlBZTERSSXhpcXkxUWE1NEJqM01YMGpjSjE0RGRmdUh3ck90d2hrQUxBQlk0YW9NTlZXVnNLdWthdmoxVmpnS3EzZ2NRTHpHSDhidkh1RkxQdjM0eEZScWhBcjMxZnBBb1lvckJvWm44Y2hLZ3RnQUtxUDd4YmxkY01Td011czlpT0tiNWVpbDZiNWxqak1hY3VxSW9DeFc4QT09 |
Above the leagues in the link is the Southern Conference League. Has three London teams in it. See other comment from Chargers player, Hammersmith Hills Hoists and Wests Warriors also good teams. I play for Brentwood Eels against them | r/rugbyleague | comment | r/rugbyleague | 2025-03-25 | Z0FBQUFBQm9DbVhRVUtQQUhJRmstdnY5a21xREZkQ0RncGxwZThReEl4WTc3Sy1hRk5NYmJBaEh3ZHdZU21hT0VFMWdoT3FEbU1fcklTc3JJME1xQlVLQmxyLUdPQ1ZTeWc9PQ== | Z0FBQUFBQm9DbVhRT2tsN1lTOUdNVWptbFdscUJ2STVLSDJ3Ykp3ZENEUnc1U0ZVM2hkX2tYZnhLUXRJa0Z1d2V0OHJlbUdZSmV2Tzg0Z3RxNHptWHloLUl3Wk1xM3NvN3p3NE8wRUxTUEJvdmxYa21jSVJHWElWZlQ0ampSQUk2Xy1YT2hJazlkYnJYWk41aWt1bk5UUkx2cXJaUVNocmpQZ2ZRNy1UbmdPYlFyTURnenhOamhyWFVOb2lYazI4LUIwckVyZmwycmNK |
I made the attached post few hours ago and seems lot of XRP fanboys are furious, so lets double down!
\*\*1. XRP acts as a bridge currency between banks and financial institutions, crypto aims to replace the very thing!
a. the main counterpoint here was XRP is fast & cost effective compared to SWIFT and would be a great idea to replace the existing tech with XRPL sure not a bad idea lets assume XRP somehow manages to replace SWIFT their only competitor and lately there have been some partnership rumours (ironic), but yeah lets calculate the valuation of SWIFT if it were publicly listed company...
SWIFT generates revenue by charging fees for its services, primarily per-message fees which is somewhere around 0.2$, SWIFT processed 44 million messages daily, totalling approximately 16 billion messages annually.
16 billion messages × $0.20/message = $3.2 billion in revenue.
Valuation Calculation:
Revenue: $3.2 billion.
P/S Range: 10 to 15 (industry avg.)
Lower end: $3.2 billion × 10 = $32 billion.
Upper end: $3.2 billion × 15 = $48 billion.
so hypothetically XRP should be worth 48B in mcap, but taking over a existing industry monopoly is highly unlikely.
\*\*2. XRP does not use POW or POS so nothing in it for community, so everyone who praises are like cult followers similar to that of shitcoin.
a. Validator nodes on the XRP Ledger have earned 0 XRP from the network since launch, as transaction fees are burned with no direct rewards.
b. XRPL selects who can run a node on the network.
\*\*3. Transaction speed is faster for XRP(since centralised) so does solana and dozens of eth L2's.
a. Solana and Polygon each processes 65,000tx/s which is faster than that of XRP's 1500tx/s.
b. XRPL selects who can run a node on the network, which is changing lately but with no incentive to run a node!
\*\*4. XRP has 100B pre-mined, 47% circulating/ dumped on retail owns 53% in escrow accounts, which is worse than shitcoins!
a. I've been little off on this one but what i found out was way worse...
b. XRP debuted with a fixed total supply of 100 billion pre-mined tokens created in full at launch (compare that with pumpfun shitcoins have 1B total supply).
c. Ripple’s founders (e.g., Jed McCaleb and Chris Larsen) and early investors got 20B in total, thats 20% of total supply.
d. Based on current data xrp has so far dumped 58B tokens on retail with as much as removal of 1B XRP per month from escrow. i,e 2.44 Billion dollar (based on current valuation) ready to dump on retail.
e. so far **13,698,922** XRP has been burned in fees which is 0.0137% of total supply.
\*\*5. Bonus point for all those who like to compare XRP with SOLANA and ETH!
|Metric|XRP|Solana|Ethereum|
|:-|:-|:-|:-|
|NFTs/Memecoins|($6M memecoin vol, $10M+ NFT vol)|($2.5B memecoin vol, billions NFT)|(billions in NFT/memecoin vol)|
|TVL|\~$20M|\~$10B+|\~$100B|
|Product Volume|$6M/day (memes), billions in payments|Billions/day (NFTs, DeFi, memes)|Tens of billions/day (NFTs, DeFi)|
|Revenue|\~$54,794/day)|$4M+/day|$5–10M+/day|
Most common/stupidest comment on the post...
\*The most common comment was everything is shitcoin except bitcoin! To those I would like to say... anything on blockchain that is decentralised and produces revenue annually by any means is backed by that revenue and thus not a shitcoin! eg, sol, eth and multiple other protocols!
\*The only reason I posted it on solana sub because I consider myself integral part of the solana community and rest can go get rugged!
p.s if you want me to post another thread on how much i actually think XRP is worth let me know in comments!
[https://www.reddit.com/r/solana/comments/1jin35d/xrp\_is\_the\_biggest\_shitcoin\_prove\_me\_wrong/?utm\_source=share&utm\_medium=web3x&utm\_name=web3xcss&utm\_term=1&utm\_content=share\_button](https://www.reddit.com/r/solana/comments/1jin35d/xrp_is_the_biggest_shitcoin_prove_me_wrong/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button) | r/solana | post | r/solana | 2025-03-25 | Z0FBQUFBQm9DbVhRTGY1MWtUeDdmdUxLaGV2QnF6dFNpbFJpZng4V1FWWHZHeDM5dWlFQk9LdmtHVXJSc1dSbGJoOUdoaUxjUGJYMkx3aE9RUHEwQVhpZk9Sa09rY1VrVFE9PQ== | Z0FBQUFBQm9DbVhRZ1JyVzJBWjhtNURrMWx4VnJ5eFM2TWM4ejZSRXl6RVV6WThQZG1ISXN2aHJScWtoNzVhNkF3TzBwMWxNRkJvYVRramYxNFNReDU4RFA3X0JTeElkMW5GbFpVNXFiVmp3NkRET2RGdVR3cDlneTdTVXlKOW5LU0VFWFUwZ1ZDTHotR1dldUg4VE9MVWVOd1VObXFHN2RmUHN4eXlRNGZ6MmN2Q3B1SHZjOEFHel9jRXpqS3BKYnFMWWtFY2RuaFZOOG5vcWdPZEJvX01yZHNvdzFCZVpJUT09 |
Jeffery Goldberg, the editor of The Atlantic Magazine, said he could be open to sharing more details from a signal group chat he was mistakenly added to by top U.S. officials that contained secret war plans.
“I get the defensive reaction,” Goldberg said during an interview with The Bulwark on Tuesday. “But my obligation, I feel, is to the idea that we take national security information seriously.”
Goldberg published a bombshell report on Monday outlining how he was added to a group chat on the encrypted messaging app that included top U.S. intelligence and military officials earlier this month relating to the U.S. government’s plans to strike Houthi targets in Yemen.
Goldberg reported he saw in a message, sent to the group by Secretary of Defense Pete Hegseth, specific weapons systems, human targets and other top secret information before he left the chat. He did not publish the specific information as part of his report, citing national security concerns.
The White House has denied war plans were texted to the group and Hegseth on Monday denied the reporting as well calling Goldberg “a deceitful and highly discredited, so-called journalist who’s made a profession of peddling hoaxes time and time again.”
“Maybe in the coming days, I’ll be able to say okay I have a plan to have this materiel vetted publicly,” Goldberg told the Bulwark on Tuesday. “But I’m not going to say that now.”
During a hearing on Capitol Hill on Tuesday, Director of National Intelligence Tulsi Gabbard and CIA Director John Ratcliffe contended that the Signal chat in question did not include classified information. | r/neoliberal | post | r/neoliberal | 2025-03-25 | Z0FBQUFBQm9DbVhRMGxCYUFDWlltQUpJUkdXOG9xNU9lcjhkTHVWbWxsbEwyNm1kNXk5MlVFRjVueDZpQXh2RjhWaXZzVDZneE95SXV4Nm5aeVBoMFJjYUI2RmJvdjdLOGc9PQ== | Z0FBQUFBQm9DbVhRSHpYLW03Mmg5VW50SXhnblctVHJ5ckxUb0d2cmlZVk5qanZ1X2ZFTUN2SmduRGRiaDZTcXZXWExicG4xOERfT21BYnAzZzNSY29TTGxOZ3Q1S1lsaE1OMlAxVF9qazFpZ29zdVFaaDBaRWpCczNQeXZNUHZodmF5aW93R3gzYllkUm54cFRYSnM5MU9jOENNd3I3TjhjN24wWmx4TWVVNFRsRDNqa2hBYVJ0YkVydG1MOUNGVldpWUhfT2FXRW9TeDQzaTRrRFhEdDNQcFFQYlJlWGZkUT09 |
Even though the markets are turbulent right now we are already seeing some positive changes in the industry overall. With the new administration in America being pro-crypto I’m assuming we will start seeing more and more innovation coming from the US.
What got me thinking in this direction is [this short interview](https://youtu.be/93g0_NSrgpo) with the CEO of XION, published by the New York Stock Exchange. Not only does the interview revolve around the fact that more regulatory clarity is good for US-based crypto companies, but it also illustrates that even the NYSE is talking about crypto now, and that’s a big step in the right direction.
My guess is that all of this will push more capital toward US crypto projects like Coinbase, their L2 chain, USDC, and many others. What’s your take? | r/cryptomarkets | post | r/CryptoMarkets | 2025-03-25 | Z0FBQUFBQm9DbVhRMDhaS1FHYlZCSk1nblVsZ3N0WHpKWG5UcG4tR1Y0WGJHSHlmbDBYTXl4aUxjWXNRbFVINVNtYXh4VkJNekZmY0dEalhOY0hONF9qNXRyVU92MG1lRnc9PQ== | Z0FBQUFBQm9DbVhRbmR6Q0k3NzNRVUp0dm92SENrcXNzS1EyaEtvWEFSTkoyeDVVbGRxUnJZUS1xMkJaQzIzNWl4bHZ6b19mUnl2MkcwWWVoVmxFcDBLalk3VEMzR2VGYVJmV3laWWIyWnU5ajU4NHpFanNvRTFLb2sweXJMSlBxaC1rbm4tc1hiRE0tWDluWFZDRXRMUXhLTmFkX1pWQnJOZXQ4RTZXTHJJb0ZLZGZEOFVNV1ptYTFHTWNnU3FYUVJfTm1fd1BXUE9PMy00MWpOWG4tS1RvWUZfQWZSeWlvQT09 |
Ah cheers mate I’ll have a look | r/rugbyleague | comment | r/rugbyleague | 2025-03-25 | Z0FBQUFBQm9DbVhRU0pfY0VNcTZBMlJNVk9Gc0VMbFh1NHlnWGljcVVheXlYdFJXN0NWRnZ0VGFtbjVSN2pscm1zcWRzeXNfU0R1MEhZcmFkSkNhY2JGUjlfYmJWMmtkU2ZsZXhSNE1MdTdlWVVpMTM5bHRzZ0k9 | Z0FBQUFBQm9DbVhRWUpnY1hLRFlRLUh5dldQbGpKVjhNU09QcmFLSlVOUElLQTRQSUk3R3R5T2VtQTk2TG5lRW85THQtVFZ6R0QzUHlwOURrX3RNc3o1bGltaFFwb1VfNmNLcWtYVjNnZkpnVEh5aXBGV0lRT0hpWk5yMGdUZkhQNE81VUhkNk5NeEdxZWhFMllnTjVIU3lSNXlfQTBPazh6Tk9jX2VKSHJQOHFBR3RwWk1OMUt3REJ6bWhfajVRejF3cno2UHdhd0hx |
Cheers mate I’ll give those three a look! | r/rugbyleague | comment | r/rugbyleague | 2025-03-25 | Z0FBQUFBQm9DbVhRYmhZQzZhdTBDcmU0Ql9uY2xIUExrUzV0aVRPdnRVTFg4VlZKYWNoMkdQZVJxY0FDNkVwRGV3cXhKYzBCMTdJMEV2VG4tbmxfUFhBV3FZSmNTVGJRMVhwbTR4T0diMXRoU2cyRkM3ZWFETmc9 | Z0FBQUFBQm9DbVhRQTJkcXRRaEoyR0lEU0taaDNJcm1MVzlnYlAtMHNnbTN6R01VSmxfaGZFRmtZWENtQnVPUlVqelljZ3dkSG9jMjVtRUw0d1dtd3UycjRZWmQyanY3MnE3ME5oMktIb0p1MnJXYTJUcU9oaWo5RVBraW9WUU9RajZnOXZNalBGLVZNM0FYRjNJUlp1YzA1RUJwSVFXNmktME1iNUVON1pCcjktN25yREM4aUxEWkJMNkhFUFNidHpWNTRGbTFEWkh2 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.