AI verification

What Is “Verified AI”?

September 23, 2026 by Basil C. Puglisi Leave a Comment

Verified AI is not a settled category, and its history explains why.

This working paper traces the term from the verification of knowledge-based systems in 1988 through the 2016 formal definition, shows how that concept shaped the HAIA Ecosystem, and sets out a practitioner definition built on records a human can review and accept. It closes with the 2026 trend and how the Proof-of-Control standard contrasts with it.

A UK Bill Clause on AI Agent Loss of Control Assumes Someone Held the Control. Can You Show Who? #AIg

The UK government tabled a clause letting regulations give ministers investigatory and enforcement powers when a regulated system’s compromise traces to loss of control of an AI agent. A loss-of-control rule assumes someone held control, so operators should be able to show who held stop authority before any incident.

Europe Plans to Assess AI Literacy in 15-Year-Olds. Who Holds the Checkpoint at School? #AIg

The European Commission will pilot an AI Literacy Certificate for 15-year-olds in the 2027/2028 school year. The framework behind it teaches pupils to set their own checkpoints; the school still needs a named person who signs which AI tools pupils use.

NIST’s Ten Agent Identity Tenets: What Checkpoint-Based Governance Already Carried

NIST published ten agent identity tenets on October 27, 2026. Nine were already in a public record that began in 2012.

This article lays the ten tenets against Checkpoint-Based Governance, the February 2026 GOPEL specification and code, and the Responsible AI desk that was publishing before the tenets appeared. Five match in full, four in part, and one, the agent’s own credential, is defined in the record and not yet issued. The reader gets the dates, the quotes, and the table to check them.

When an Agent Acts, Who Confirms Before the Kernel Lets It Through? #AIg

Sysdig AI Defense generally available on November 4 puts allow, confirm, or block in front of every agent action, traces each agent to an accountable human, and keeps audit records of who signed off. Conduktor and Google Cloud land the same week on human approval and sandboxed containment.

Bank Examiners Get a New Question: Is the Human Approval More Than a Click? #AIg

The OCC’s new supervisory framework for bank use of super intelligence tells examiners to test whether a human approval is more than a nominal click, flags a named reviewer without practical authority as a risk, and lets the degree of human oversight shape the risk tier.

New Suits Against OpenAI Ask Courts to Put an Outside Reviewer Over ChatGPT Releases #AIg

Two lawsuits filed in late October ask courts to put an outside reviewer between OpenAI and its next release: a court-approved evaluator in Texas and a five-year independent monitor in the Wan case. A third suit asks for automatic escalation. The requests show what injured parties will ask any chatbot company to prove.

NIST’s Agent Identity Tenets Warn That Human Review Can Turn Into Habit #AIg

NIST’s ten design tenets for agent identity management put most controls in infrastructure and send risky actions to human review. Tenet 05 warns that frequent escalation can turn approval into habit, and leaves who rules, and what record that ruling leaves, to each organization.