A compact digest of model releases, papers, agentic systems, coding automation, infra, security, and high-signal developer discourse. Feed candidates are ranked locally; the scheduled Hermes worker can add qualitative synthesis.
Earlier this month I hosted a fireside chat session at the AI Engineer World's Fair with Cat Wu and Thariq Shihipar from Anthropic's Claude Code team. We talked about Claude Code, Claude Tag, Fable, coding agent security, evals, tool design, and how Anthropic use these tools themselves. The full video of the session is now available on YouTube . Below is…
Article URL: https://www.rickmanelius.com/p/the-new-ai-superpowers-focus-and Comments URL: https://news.ycombinator.com/item?id=49057877 Points: 109 # Comments: 35
This story is wild. The short version: OpenAI were running a cybersecurity test against an unreleased model, with the model's guardrail features turned off. Rather than solve the test, the model broke its way out of OpenAI's sandbox, then found exploits to break in to Hugging Face, all so it could cheat on the test by stealing the answers. Along the way i…
Article URL: https://bulletins.wolframphysics.org/2021/02/multiway-turing-machines/ Comments URL: https://news.ycombinator.com/item?id=49062259 Points: 14 # Comments: 3
Article URL: https://danluu.com/ai-coding/ Comments URL: https://news.ycombinator.com/item?id=49054268 Points: 16 # Comments: 1
presenting maginary -- an image/video generator with a midjourney-like prompt syntax, using 40+ underlying models and acts like an abstractized openrouter for multimedia with an amazing ux, can try it right now with no cc this launch presents a major update: integration of seedance2 and gpt-images2 and a peek into what's next: mcp and x402 (agentic paymen…
Staff-engineer layer for AI coding agents: routes per-edit architectural constraints for AI coding agents Comments URL: https://news.ycombinator.com/item?id=49060279 Points: 16 # Comments: 6
Modern AI agents rely on elaborate inference harnesses such as Claude Code, Codex, and OpenClaw to drive multi-turn reasoning, tool use, and access to external systems. While powerful, these complex harnesses also make agents hard to train end-to-end with open infrastructure, whose SFT/RL stacks cannot natively express stateful, multi-process harness inference. To address this, we present OpenForgeRL, an open-sour…
Article URL: https://kraghavan.ca/llm-infrastructure/inference/2026/04/14/re-introduction-to-inference.html Comments URL: https://news.ycombinator.com/item?id=49054962 Points: 3 # Comments: 1
Article URL: https://kraghavan.ca/llm-infrastructure/evaluation/2026/07/25/llm-as-a-judge-field-guide.html Comments URL: https://news.ycombinator.com/item?id=49054953 Points: 2 # Comments: 0
Article URL: https://www.modelfuzz.com/ Comments URL: https://news.ycombinator.com/item?id=49060845 Points: 2 # Comments: 1
Article URL: https://github.com/joshfischer1108/jailbreak-lab Comments URL: https://news.ycombinator.com/item?id=49060776 Points: 2 # Comments: 0
Article URL: https://zenodo.org/records/21566453 Comments URL: https://news.ycombinator.com/item?id=49049884 Points: 2 # Comments: 0
Inspired by Crypto Pool Mining: would it be possible to train LLMs as a pool of volunteers? I feel like that would be a good way to have frontier models that are open and don’t rely on big corporations with data centers to train and release them… Comments URL: https://news.ycombinator.com/item?id=49048332 Points: 2 # Comments: 2
The first known runaway AI agent - or a very bad marketing stunt? Martin Alderson's commentary on the OpenAI accidental cyberattack against Hugging Face includes a couple of details I hadn't considered. First, Hugging Face offers a truly rich target if you're trying to find potential vulnerabilities that require executing arbitrary code: Hugging Face has…
Article URL: https://wilburhimself.github.io/blog/64-the-two-sources-of-noise-every-llm-evaluation-system-must-handle/ Comments URL: https://news.ycombinator.com/item?id=49055170 Points: 2 # Comments: 0
Article URL: https://richiejp.com/rust-vs-cpp-llm-coded-model-conversion-from-pytorch Comments URL: https://news.ycombinator.com/item?id=49062785 Points: 2 # Comments: 0
Article URL: https://instavm.io/blog/how-code-mode-can-help-smaller-llm-models Comments URL: https://news.ycombinator.com/item?id=49045767 Points: 2 # Comments: 0