What I teach my colleagues.

Talks given on the round, left here with their slides. Open one on a phone, or scan its code.

AI from the Ground Up

A short course on what the machine actually is, so the department can judge any AI product put in front of it, not just the one it was shown. Every lecture carries its citations, and the limitations get more time than the capabilities.

Wednesday staff round, Department of Pediatric Surgery

Consultants and professors. Slides in English, delivered in Egyptian Arabic.

• The Story of AI: Seventy-six years, four eras, and one word that has never once stood still. It generates, it does not retrieve. And you are the failure mode.
• Why It Makes Things Up: It does not look anything up. Once you know what it does instead, everything else follows. It never says I do not know. Stop asking it to remember, and hand it the source.
• The AI Race: Not who wins it. What it is already doing to the world, and to us. The end of the world is still up for debate. Rising prices, fake videos and jobs never advertised are already here.

Talk

A practical tour of video editing with AI, built on real demos, with every tool it shows and where to find it.

Doctors with no coding background. Slides in English, delivered in Egyptian Arabic.

• AI Video Editing: By method rather than by model: when to let AI generate a video, when to let it transform your own footage, and when to have it write the video in code. Generate what may be imagined. Transform what may change. Code what must be exact.