You Cannot Prove a Negative Without a Record

When an artificial intelligence system is accused of misuse, the only defence is a tamper-evident account of what it actually did. Ordinary logs fail at exactly that moment because the operator who keeps them can change them. This essay argues that provable innocence is an account, not a state, and that the record has to be signed before the action and verifiable by someone who does not trust you.

Air-Gapped Is Not the Same as Accountable

Isolating a model from the network is a containment control, not an accountability control. Air-gapping limits blast radius but proves nothing about what the model decided or why. Real containment needs a signed, hash-chained, offline-verifiable record, not just a moat.

Man arrested in Singapore for leaking Avatar, could face up to 7 years in prison

The Rise of the Agentic Enterprise: Who Owns Decisions When AI Acts? – Tycoon World

THE TERM "Agentic AI" has moved rapidly from academic research into the boardrooms of the world's largest enterprises. Unlike the predictive and

Anthropic's Mythos Finds Real Bugs but Trust Deficit Grows

Three confirmed patches prove Anthropic's Mythos can find real bugs. But 99% of its claimed thousands of vulnerabilities remain unverifiable. The gap between safety narrative and commercial strategy grows harder to ignore.

AI facial recognition locked up the wrong woman for 5 months

A Tennessee grandmother spent five months in jail after Clearview AI misidentified her as a North Dakota bank fraud suspect. What the case reveals about AI oversight gaps.