Decision Intelligence

Decision Intelligence

The Alignment Trap: Why GenAI Metrics Spark Debate, Not Clarity

Overcoming useless cases, organizational alignment, and the price of control

Cassie Kozyrkov's avatar
Cassie Kozyrkov
Sep 10, 2025
∙ Paid

Answered in today’s newsletter:

  • What happened in AI news this past week? (Scroll to the bottom)

  • Why does scaling GenAI output force measurement, even when results are subjective?

  • What are the core principles behind GenAI evaluation pipelines?

  • What makes managing GenAI harder than managing human creatives?

  • Why is organizational alignment harder when success i…

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