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Hi, guys, I m building GitNexus, an opensource Code Intelligence Engine which works fully client sided in-browser. What all features would be useful, any integrations, cool ideas, etc? site: https://gitnexus.vercel.app/ repo: https://github.com/abhigyanpatwari/GitNexus ( Would appreciate a ⭐) This is the crux of how it works: Repo parsed into Graph using AST -> Embeddings model running in browser creates the embeddings -> Everything is stored in a graph DB ( this also runs in browser through webassembly ) -> user sees UI visualization -> AI gets tools to query graph (cyfer query tool), semantic search, grep and node highlight. So therefore we get a quick code intelligence engine that works fully client sided 100% private. Except the LLM provider there is no externa...

I really wanted to like it. It’s built into Windows, it’s free, and Microsoft is throwing everything at AI. But after giving Copilot a solid try for the last few months, I’ve come to a frustrating conclusion: it feels like it’s a good 12 months behind the curve compared to models like ChatGPT, Claude, Perplexity and Gemini. My main gripes: The “Helpfulness” Filter is Aggressive to a Fault: I ask for a slightly creative or edgy rewrite of an email, and it falls over itself with “I can’t assist with that.” I’m not asking for anything crazy! Other models understand nuance and intent way better. Output is Just… Weaker: The responses often feel generic, shorter, and lack the depth or insightful “spark” I get elsewhere. It’s like talking to a very cautious, middle-management AI. Context Gets...

I'm new to this sub. I was hoping to converse a little and get some opinions on this. I think it's an interesting phenomena within our society at the moment, where if you think about AI as a tool, and I personally see it as the greatest tool ever invented/gifted to mankind, why, or what is the issue, with using it? You see it all throughout society. People are up in arms about students using it to write papers is a big one, and I wonder, did papers ever need to be written in the first place? I apologize if this has already been answered to the nth degree and been beaten into the dirt, but realistically wouldn't it be possible that the ideas supporting this non-use of AI are rooted in established organizations that stand to suffer when they are completely obliterated by a tool that can not ...

submitted by /u/cnn [link] [comments]

Looking for some advice and different opinions. I have been following the AI in education space for a while and wanted to share some research that's been on my mind. Harvard researchers ran a randomized controlled trial (N=194) comparing physics students learning from an AI tutor vs an active learning classroom. Published in Nature Scientific Reports in June 2025. Results: AI group more than doubled their learning gains. Spent less time. Reported feeling more engaged and motivated. Important note: This wasn't just ChatGPT. They engineered the AI to follow pedagogical best practices - scaffolding, cognitive load management, immediate personalized feedback, self-pacing. The kind of teaching that doesn't scale with one human and 30 students. Now here's where it gets interesting (and concernin...

AI hype and the bubble that will follow are real, but it's also distorting our views of what the future could entail with current capabilities. Here's a sobering breakdown of what we can reasonably expect without going too far off the Sci-Fi rails. submitted by /u/CyborgWriter [link] [comments]

I’m using Gemini CLI in VS and it’s really slow. Whenever a task is a bit longer (about half of Claude’s capacity), the code generation breaks. Is it just me, or are you guys having the same problem? Obs: I am using Debian 13 in a X99 32gb ram, nvidia 3060 with intel V4 2680. The Linux has zero problem and can face more intensive tasks easily. submitted by /u/United_Custard_4446 [link] [comments]

AI gives faster answers. But I’ve noticed it also raises new questions: - Can I trust this? - Do I need to verify? - Who’s accountable if it’s wrong? For people using AI at work daily, does it feel like relief or extra mental load? submitted by /u/ksundaram [link] [comments]

I am pretty overwhelmed by AI and how it's in every app I use. I don't like that my data is being collected. Does anyone have any suggestions to stay away from AI? I think I have to give up my phone use completely. submitted by /u/lamelameloser [link] [comments]

submitted by /u/esporx [link] [comments]