researchaudio

Sandboxes turn “the model can do things” into “the model can do things safely

TinyLoRA suggests RL can steer big models with updates small enough to fit in a tweet.

Zhipu's GLM-5 tops open-source benchmarks with a novel async RL framework called SLIME.

What changed in the API, what failed during agent testing, and how to design tool-using systems that stay inside the rails.

Anthropic's randomized trial with 52 developers. But some interaction patterns beat hand-coding.