Saved by Otis Chandler
Composer: Building a fast frontier model with RL · Cursor
I cannot emphasize enough how much I prefer this "tutorial doc + build-it-yourself" coding workflow to the typical "ugh" feeling of reviewing huge agent PRs. You can try it right now and see for yourself:
1) Instead of having Claude Code make a PR, ask it to output a Markdown doc with a deep, detailed guide for a dev to... See more
Geoffrey Littx.com
HOW IS THIS ALPHA EVEN PUBLIC? 10x SEARCH DEPTH VIA GRPO
The intuition has always been that scaling agentic search is a compute problem. It’s not. It’s a "stability-of-objective" problem. Most 8B models suffer from "horizon collapse" - they are mathematically "anxious" to terminate the search loop because their training... See more