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notes

Shorter takes on what changed at the AI frontier and what it means for people building with it.

  • Frontier note
  • AI security
  • Inference

The Model Did Nothing Wrong

A hosted model returned other customers' data in 155 responses. What a KV cache leak teaches about testing outputs, failing closed, and tenant isolation.