I’ve spent 15 years building software, then went back to study what happens when it breaks. PhD at McGill/Mila. Visiting researcher at Meta AI. Wrote the O’Reilly React Native Cookbook back when shipping mobile apps felt like the hard problem.

Now I’m building Jetty because I think AI has an accountability crisis disguised as a tooling problem. Ground Truth is where I write about what it actually takes to ship AI you can trust -- the evaluation gaps,

the provenance questions, and the unglamorous infrastructure that makes reliability possible.

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