Proof behind the platform: research, benchmarks, and insights

Reliability — not capability — is what determines whether enterprise AI can actually ship. Dan Klein on the reliability gap nobody's measuring, why the popular workarounds fail, and what it takes to build trust into AI from the ground up.

Scaled Cognition co-founder and CTO Dan Klein joined the Chain of Thought podcast to explain why most AI prototypes die before they ship, why prompting is not a real control surface, and how APT-1 was architected from the ground up to give actions and information first-class status instead of treating everything as tokens

Our CTO Dan Klein joined Vinod Khosla and Anita Ramaswamy of The Information on stage at HumanX to discuss building reliable AI at enterprise scale.