Shamilah

[Shamilah @shamfaria]

Just shipped AgentForge: an autonomous red-team platform for AI healthcare systems. Orchestrator, Red Team, Judge & Documentation agents, each independent, continuously attacking a live clinical co-pilot.

7 confirmed vulns found. 0 humans in the loop.

https://t.co/S0XNAGPvsE

[Shamilah @shamfaria]

Another week, another release. This time I built out multi-modal document ingestion: the copilot reads lab PDFs and intake forms with vision, extracts every fact with a citation, and still only says what the chart can prove.
Watch the demo here: https://t.co/lg7ZAtbmxE

[Shamilah @shamfaria]

Pleased to present my very first AI-first deployed application demo!
The goal: an AI copilot inside OpenEMR that gives nurses instant patient context and only says what the chart can prove.
Watch the demo here: https://t.co/rpQMk4NYxv

[Shamilah @shamfaria]

banger of the day
https://t.co/nB74sYDgni

[Shamilah @shamfaria]

@sharknika_ so often

[Shamilah @shamfaria]

Accountability in action... Will companies do better if we grade them? I think this is an excellent start to a pervasive issue

[The New York Times @nytimes]

A new “report card” on race in the music business examined if the three major record companies — Sony, Warner Music and Universal — followed through on diversity commitments made last summer. https://t.co/7ANXLOhZ7Y

[Shamilah @shamfaria]

casting my vote in the mayoral primary today... did I sit outside the polling place for an hour reading about candidates, checking out their socials, talking to campaigners, and planning out my ballot? you betcha. #neverTooLateToEducate