~/talk

The AI Ferrari Needs Brakes

Talkat FOST New York 2026 · 2026-05-13..05-14· [ai-assisted-development, security]
links:none on file
slides:none on file

Claims a prompt-based assistant fails about 1% of the time and gives concrete incidents: Air Canada forced to honor a chatbot refund, a Chevrolet dealer bot generating fake legally binding offers. Describes a deterministic Dendrite gateway that blocks API execution until human approval, circuit breakers, token budgets, and sovereign VPC deployments. Offers an open-source Apache‑2.0 repo for an intercepting gateway and a 0→4 maturity path to enforce human-in-the-loop and prevent unauthorized refunds, deletes, or runaway token costs.

AI-written summary · about

  1. 0:00AI needs brakes like Ferrari
  2. 1:13Determinism vs probabilism
  3. 5:09AI failures and costs
  4. 8:43Need for gateway layer
  5. 12:36Autonomy is a myth
  6. 15:30Agentic architectures and risks
  7. 17:17AI governance components
  8. 21:13AI governance maturity stages
  9. 23:41Reaching enforcement control
  10. 27:13StackMint for AI control
  11. 28:37Open-source governance
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