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Why My Audit Agent Needed Hindsight, Not More Prompts

A dark-pattern detector can find a suspicious button today. The harder problem is making sure it remembers why a human reviewer said that button was harmless yesterday---and still notices when a…

  • Audit agent needs persistent memory to learn from past audits
  • System retains reviewer decisions for future reference
  • Incorporates historical context before conducting assessments

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