Careers
Small team. Planners, shields, tiny models, honest benchmarks. If you've ever argued about A* tie-breaking for fun, hi.
Find where code makes choices. Fit models that beat the rule they replace, or prove they can't.
Build the grown-up half: planners that propose, shields that refuse.
Race every hybrid against the best rule. Publish the score, especially the embarrassing ones.
Keep decisions under 5 ms on neural engines and CPUs. Make the fallbacks boring.
Apply
Apply anyway. A link to something you built beats a résumé.