Benchmarks

  1. Andon Labs Tests AI Agents Running Real-World Businesses

    Andon Labs Tests AI Agents Running Real-World Businesses

    A live testbed for AI-run organizations Andon Labs is positioning its work around a specific risk: future AI agents may act too quickly or too continuously for people to supervise every operational step. The group says it is building a Safe Autonomous Organization by launching and scaling...
  2. LLM factual errors are often recall failures, Google says

    LLM factual errors are often recall failures, Google says

    Google study reframes factuality as a retrieval problem Google Research says many factual mistakes in frontier large language models may come from failed recall rather than missing knowledge. The team introduced a behavioral framework called knowledge profiling to separate whether a fact is...
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