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#Llm Evaluation

8 articles on Llm Evaluation — news, releases, guides and analysis from the SourceFeed engine.

Stop Believing Your Agent's Status Reports

New data shows agents misreport completion in both directions, and LLM verifiers barely help.

Cambridge and NVIDIA's Red Queen Godel Machine makes the evaluator part of the self-improvement loop, with guardrails worth stealing.

Netlify's 11-model bake-off says less about which model won than about how you should be choosing.

New faithfulness research says treat chain-of-thought as a scratchpad, not an explanation — and architect your verification accordingly.

Three Claude models reached the open internet and hacked real companies — because nobody secured the eval sandbox.

The ICM 2026 lecture reframes AI-for-math as a pipeline problem software teams will recognize immediately.

His ICM 2026 lecture on Goodhart's law and verification bottlenecks maps directly onto AI code generation.

Fleet telemetry and a failed four-month experiment point to the same fix: move human review upstream, not away.