https://aifrontierindia.com/notes Three short essays: confidence is not authority; flag vs refuse in a chart; approval must name the bytes. en Sun, 13 Sep 2026 00:00:00 GMT https://aifrontierindia.com/notes/confidence-is-not-authority https://aifrontierindia.com/notes/confidence-is-not-authority Sun, 13 Sep 2026 00:00:00 GMT A model can be sure. A record can still be wrong. Permission and probability do not authorize a write. https://aifrontierindia.com/notes/flag-vs-refuse https://aifrontierindia.com/notes/flag-vs-refuse Sun, 13 Sep 2026 00:00:00 GMT A warning on a wrong line still leaves the line. Refusal means the finding was never built. The clinician should still see the attempt. https://aifrontierindia.com/notes/approval-must-name-the-bytes https://aifrontierindia.com/notes/approval-must-name-the-bytes Sun, 13 Sep 2026 00:00:00 GMT A click on a screen is not an approval of whatever the agent writes next. If the payload can change, the click did not cover it.