#auditability
3 articles
Voluntary Safety Commitments Are Turning Into a De Facto Regulatory Floor
Frontier labs signed a round of voluntary safety commitments with little enforcement mechanism behind them. Government AI safety institutes have since started treating those same commitments as the baseline they evaluate against, which is quietly giving them the force regulation usually takes years to acquire.
Stop Shipping Chatbots: The Useful AI Interface Is an Inspectable Chain of Work
Chat is a convenient doorway into AI, but it is a poor control surface for consequential automation. The better product pattern exposes plans, evidence, actions, and approval boundaries as first-class objects.
The Best AI Teammate Leaves Receipts
Autonomous agents will be adopted faster when they are less mysterious, not more. In software teams especially, traceability is becoming a feature every bit as important as raw capability.