Software Was Never Safe — AI Just Made the Uncertainty Impossible to Ignore

Mon, 09 Nov 2026 00:00:00 +0000

The most common objection to letting AI write production code is some flavor of this:

“But you can’t prove it’s safe. You can’t prove it’s correct. A human would understand the system; the model is just guessing.”

It’s a fair instinct. It’s also, on closer inspection, a fully general objection — one that, applied honestly, disqualifies nearly every piece of software you already trust with your money, your messages, and your medical records.

Formal-Verification on Echoes from the Shell

Software Was Never Safe — AI Just Made the Uncertainty Impossible to Ignore