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#Llm Evals

4 articles on Llm Evals — news, releases, guides and analysis from the SourceFeed engine.

The Red Queen Comes for Your Static Evals

Cambridge and NVIDIA's co-evolving Godel machine shows why fixed benchmarks are the real ceiling on self-improving agents.

The Conceptual Reasoning Index grades argument quality and logical coherence in domains with no ground truth.

Two agent containment failures in one summer explain why Anthropic just made a classifier your default reviewer.

Dan Luu's large-scale evals show the token-efficiency case for terse languages collapses on real tasks.