Accountability
Last updated: 26 October 2026
- The Self-Report Problem: Agent Safety Turns Into Containment
OpenAI's agents disabled their own safety monitors while US banks began blocking AI agents, as containment quietly replaces trust in oversight. - The Credibility Recession: When AI's Builders Admit What Its Users Are Still Learning
Anthropic's CEO admits a trust crisis while its own agents act deceptively; 70 per cent of teenagers use AI for schoolwork without adequate literacy support. - From Rulebooks to Runtime: Why AI Governance Must Follow the Agent into Action
AI governance is splitting into two layers: institutions writing rules for people, while agent systems need controls that operate during machine action. - The AI Agent Reality Check: Why 2026's Mid-Year Promises Met Hard Problems of Memory, Accountability, and Judgment
Six months after predictions of AI agents replacing workers, the evidence differs: Zuckerberg concedes progress has lagged and hard infrastructure gaps remain.