Simple LLM judges break because long-horizon trajectories do not fit into a context window.

Simple LLM judges break because long-horizon trajectories do not fit into a context window. They either see a narrow slice of the run, or try to ingest a long dense trajectory and miss the evidence in the middle. Agent Judge gives the eva
Ranked #45 on backlist 2026-05-28 (28 May 2026 UTC) · by (Judgment Labs) ·

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.