How to Build a Self-Improving Company with AI
Loop structure: sensors (emails, tickets, cancellations, telemetry), a policy layer (what needs human permission, what must be logged), deterministic tools, a quality gate (evals, safety checks, human review for high-risk cases), and a learning step that feeds back.
about 5xmore revenue per employee at YC demo day than 18 months earlier, per the speaker