WRITING

Notes from the
verification layer.

Essays on why AI needs receipts, what the regulators actually wrote, and why the bravest thing a compliance system can say is: I don't know.

2026-07-23 · 6 MIN READ

Why AI needs receipts

Generation got the billions. Verification got nothing. That imbalance is the biggest open opportunity in the AI stack.

2026-07-23 · 5 MIN READ

Everyone argues about the AI Act's risk tiers. The sentence that will actually change engineering practice is about logging.

2026-07-23 · 5 MIN READ

The most important output an AI compliance system can produce is the admission that it does not know.

BY SATYAWAN SINGH, FOUNDER · RSS