Figuring out which model is the best Balatro player

Gameplay highlights for the seeded Balatro runs

Can AI agents do interpretability research?

At @PrimeIntellect Residency program, we built BioCircuit, an RL environment where agents trace attribution graphs on Qwen3-4B, find the features behind a concept and get graded by intervening on prompts they've never seen.

Link : amitprakash.in/biocircuit/

Super excited to see the benchmark out! We are excited to scale our tasks further from here with even more frontier tasks and longer horizons. This is just the beginning!

Announcing Autoresearch Bench

A benchmark for coding agents autonomously tackling research problems

While existing coding benchmarks are saturating quickly, the difference between models in autoresearch loops is stark

avg RL envs session when your rollouts run on fable 5 or gpt 5.6 sol

nanogpt speedrun but 1 LLM refuses to participate