Y Industry Lab

Y Industry

The era of human data is over.

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01 / Synthesis

Beyond human datasets

Human data has a ceiling: it encodes yesterday's expertise, and it grows at human speed. Our systems generate their own ground truth through stable asymmetric self-play — superhuman intelligence, extended beyond AlphGo Zero.

MathematicsPhysicsHealthcare MaterialsEnergyRobotics
02 / Substrate

Hardware is downstream of software

All hardware problems are eventually software problems — we are making this literal. Beyond CAD, beyond conventional physics simulation: computation that engages the physical world directly, until the hardest constraints in energy, fabrication, and biology yield to our software.

03 / Compounding

Everything we build, compounds

Intelligence that improves intelligence. Tools that build better tools. Each result feeds the next system, compounding toward breakthroughs in energy and healthcare at a pace no human pipeline can match.