Kafilat Emmanuel
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Essays

Before the Second Brain, I Had to Tame the Inbox September 22, 2025

The first version of our document routing agent hit 37.5% accuracy. The problem wasn't the AI — it was building probabilistic inference into a step that needed to be deterministic.

  • ai
  • data
  • automation
  • architecture
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