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Agent Oversight Needs Metrics, Not Just Logs

Anthropic has published a snapshot of how it measures three parts of frontier AI development: the share of research led by AI, the oversight of internal agents, and the allocation of research compute.

I Asked AI to Review My Code. It Found Bugs I Didn't See.

For a long time, I used AI in software development for one primary purpose: Write the code. Give it a requirement. Get some Python. Ask for a function. Get a function. Describe an API. Get an API.

  • AI reviewed author's code as senior software engineer
  • Identified potential bugs, edge cases, security concerns
  • Influenced author's coding process to anticipate problems

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