⚙️ AI Hardware

Codex Built the Pipeline, Claude Broke It: The Harsh Truth on AI Agent Evals

Codex crushed basic data science. Then it tried agent evals—and Claude exposed the fragility. Buckle up.

Codex and Claude icons analyzing marketplace experimentation agent traces

⚡ Key Takeaways

  • Codex excels at code but falters on agent safety traces.
  • Claude's verification catches 22% more errors in multi-step evals.
  • Cross-AI checks are essential; single-model evals breed fragility.

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Priya Sundaram
Written by

Priya Sundaram

Hardware and infrastructure reporter. Tracks GPU wars, chip design, and the compute economy.

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Originally reported by Towards AI

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