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Fix the room, not the machine.
LUX: a full-stack app mapping Texas A&M’s night lighting to plan the best-lit walking routes for peace of mind.
Autonomous, neuro-symbolic multi-agent operations control tower resolving supply chain disruptions and factory outages in under 40ms with zero errors.
A Bayesian regime model that works out which hidden payout rule each machine follows, cutting forecast error to as low as possible.