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Joe Benton

Source-listed: Manager of the Scalable Oversight team; research lead for the Anthropic Fellows Program · Anthropic

  • Evaluation
  • Generative models

Selected work

5
  1. SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent MonitorsContributor · 2026
  2. Natural Emergent Misalignment from Reward Hacking in Production RLContributor · 2025
  3. Reasoning Models Don't Always Say What They ThinkContributor · 2025
  4. Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red TeamingAuthor · 2025
  5. From Denoising Diffusions to Denoising Markov ModelsFirst author · 2022