Asynchronous first value

Send one artifact. Get back a written critique.

A policy, model card or vendor's AI claims—one artifact per organization. I will return a concise written teardown within three business days, without requiring a call first.

Send the artifact

One artifact, one critique

A public policy, model card, vendor page or standard. Optional if you attach a file.

Up to 8MB. The file is forwarded to me by email and is not kept in this site’s storage — only its name and size are recorded. Public, synthetic or approved material only; no production personal data.

Goes to me directly — see data & privacy.