Any task whether you call it an eval or an environment decomposes into three parts: a dataset of task instances, …
Any task whether you call it an eval or an environment decomposes into three parts: a dataset of task instances, a harness/rollout that lets the model act ( multi-turn, with tools and state), and a verifier/reward function that scores the t
How it ranks: Backlist reads my Twitter/X timeline, scores every tweet for substance with an LLM rubric (not engagement), and publishes the daily top picks with a one-line takeaway. Curated by Surya Dantuluri.