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I’ve been testing Google’s Gemma-4-E2B-it as a local, offline resource for emergency preparedness. The idea was to have a lightweight model that could provide basic technical or medical info if the internet goes down. As the screenshots sho

There are plenty of "bro trust me, this model is better for coding" discussions out there. I wanted to replace the vibes with actual data: which model writes correct code and how fast does it run on real hardware, tested under identical con

Big thanks to jukofyork and AesSedai today giving me some tips to patch and quantize the "full size" Kimi-K2.6 "Q4_X". It runs on both ik and mainline llama.cpp if you have over ~584GB RAM+VRAM... I'll follow up with imatrix for anyone else

Hi all, I'm trying to get a research internship at a small research lab. I'm currently doing my undergrad in data science. This is the research guideline document: ----------------------------------------------------------------- 1. [Resear

For fun; Modules taken from https://github.com/sormuras/modules/blob/main/com.github.sormuras.modules/com/github/sormuras/modules/modules.properties There are some inaccuracies and missing modules (the index isn't perfect afaik + some have

Hello there, a few months ago I released a ready-to-use application template called KickstartFX. You can clone it and get started instantly or try out the pre-built releases on GitHub. The code and buildscripts are the same you find in a re

Be it opencode, VS code copilot extension or whatever "open source" AI tool, I rarely see llama.cpp treated as a first class provider? Every single one of them has ollama and sometimes LMStudio. Engineering wise there's literally 0 effort t

So ICLR is coming and apparently the biggest value one can get from these conferences is to network. Let's take my example: I'm a PhD student looking for industry internships. Say I have located about 15-20 posters regarding topics adjacent

Hey, I saw some issues with the copyright giving an "error" message, and now I cannot find my CVPRW paper in the CPS site. Is this normal? What is going on? I did not get an email about anything either... submitted by /u/AdministrativeRub48

Gemma 4 26b-a4b-it is basically a solid B student that gets the job done. Qwen3.6-35b-a3b is an A+ student that has plenty of energy after finishing the assignment to add flairs. On a my 16vram video card. Both models runs comparable speed.

As you can see, it's independently creating an Android app, and I have to say, it sounds like science fiction. Just a few years ago, I would have said it was impossible, but today it's a reality. Everything is local and automated. Disclaime

I implemented two recent ideas for long-context inference / KV-cache compaction and open-sourced both reproductions: Cartridges: https://github.com/shreyansh26/cartridges STILL: https://github.com/shreyansh26/STILL-Towards-Infinite-Context-

Farzapedia, personal wikipedia of Farza, good example following my Wiki LLM tweet. I really like this approach to personalization in a number of ways, compared to "status quo" of an AI that allegedly gets better the more you use it or somet

Something I've been thinking about - I am bullish on people (empowered by AI) increasing the visibility, legibility and accountability of their governments. Historically, it is the governments that act to make society legible (e.g. "Seeing

New supply chain attack this time for npm axios, the most popular HTTP client library with 300M weekly downloads. Scanning my system I found a use imported from googleworkspace/cli from a few days ago when I was experimenting with gmail/gca

- Drafted a blog post - Used an LLM to meticulously improve the argument over 4 hours. - Wow, feeling great, it’s so convincing! - Fun idea let’s ask it to argue the opposite. - LLM demolishes the entire argument and convinces me that the o

When I built menugen ~1 year ago, I observed that the hardest part by far was not the code itself, it was the plethora of services you have to assemble like IKEA furniture to make it real, the DevOps: services, payments, auth, database, sec

Software horror: litellm PyPI supply chain attack. Simple `pip install litellm` was enough to exfiltrate SSH keys, AWS/GCP/Azure creds, Kubernetes configs, git credentials, env vars (all your API keys), shell history, crypto wallets, SSL pr

Thank you Sarah, my pleasure to come on the pod! And happy to do some more Q&A in the replies. — Andrej Karpathy (@karpathy) Mar 21, 2026

My autoresearch labs got wiped out in the oauth outage. Have to think through failovers. Intelligence brownouts will be interesting - the planet losing IQ points when frontier AI stutters. — Andrej Karpathy (@karpathy) Mar 11, 2026

The next step for autoresearch is that it has to be asynchronously massively collaborative for agents (think: SETI@home style). The goal is not to emulate a single PhD student, it's to emulate a research community of them. Current code sync

There was a nice time where researchers talked about various ideas quite openly on twitter. (before they disappeared into the gold mines :)). My guess is that you can get quite far even in the current paradigm by introducing a number of mem

I had the same thought so I've been playing with it in nanochat. E.g. here's 8 agents (4 claude, 4 codex), with 1 GPU each running nanochat experiments (trying to delete logit softcap without regression). The TLDR is that it doesn't work an

Cool chart showing the ratio of Tab complete requests to Agent requests in Cursor. With improving capability, every point in time has an optimal setup that keeps changing and evolving and the community average tracks the point. None -> Tab