#aiaccountability

TL;DR: If the same actor produces the evidence and approves it, you do not have verification. You...

Originally published at norvik.tech Introduction Deep dive into Anthropic's...

The room, in the scenario its designer envisages, is small and clean. It contains a chair, a screen,...

Hospitals can buy AI, but they can't rent out liability. Patient harm, bias and privacy failures now land in the boardroom.

Your agent reports “done: all tests pass.” Do you believe it? Nothing in that sentence is evidence,...

When you hire an architect, you don’t rely on them being good. You rely on licensure, liability...

Every company suddenly has a digital worker nobody hired. Somewhere between a chatbot and an...

Model explanations are after-the-fact narratives that nobody can audit. Real accountability needs a tamper-evident record of the actual decision, sealed and signed at the moment it happened.

When a model is silently updated, last week's decision becomes unreproducible and unaccountable. The fix is not a changelog. It is a signed record that pins the exact model, weights, and prompt to eve

A network moat tells you what a system could not reach. It tells you nothing about what the system...

When your artificial intelligence is accused of misuse, the only defence is a tamper-evident account...

The notification appears at 3:47 AM: an AI agent has just approved a £2.3 million procurement...