Edge-computed infrastructure that stabilizes classrooms and workplaces for optimal focus, collaboration, and performance.
THE CORE FRAMEWORK (3 PILLARS & PRIVACY
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Physical (P)
Nervous system regulation, energy, and circadian alignment for students and teams.
Mental (M)
Cognitive clarity, deep focus, task-chunking, and metacognitive reframing
Emotional (E)
.Psychological safety, affective trust, and stress-recovery loops across the group.
Collective Intelligence Without Surveillance
Edge-First Computation: Personal data and biometrics stay strictly on local user devices.
Selective Memory: Active inference filters out >99% of baseline noise, saving battery and compute.
Zero-Knowledge Mesh: Additive secret sharing ($\mathbb{F}_p$) aggregates group stability without centralizing data.
Thermostat Nudges: Senses collective drift to deliver minimal, contextual micro-interventions (pacing, breathing, movement).
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Build the Future of Human Performance
We partner with schools, enterprise teams, researchers, and investors to deploy pilot readiness infrastructure.
Learn2Learn.ai
