Nabil Khoury
AutonomyAIHealth

AI

AI that has to show its work. Each one checks itself, and a person makes the final call. I build them with Six Gates, my six-stage review loop for AI coding.

Product experiment · 2026

Safety Event Triage

AI that reads crash reports for what the rules miss. The first version flagged 44 of 49 stories. The second flagged 3 and missed 1.

44 → 3stories left to read, of 49
0 → 1reportable events missed
Prototype · 2026

TheraScribe

A private AI note-taker for therapists. Recording, transcription, and drafting all stay on the laptop.

ConsentRecordTranscribeDraftReview
Data · 2026

Second Look

Checks whether the automation label on public AV crash reports matches the rest of the record.

4,589reports checked
66sent to a person
AI agent · 2026

Falsify

An AI assistant that tries to disprove each explanation for a metric change before anyone believes it.

List causesSet kill testsRun queriesVerdict

I’m also interested in Autonomy and Health.

Know someone working on this? Email me.