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cognitive-twin

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Make smarter decisions with a coach who knows how you're really doing. Harlo reads your Apple Watch — sleep, heart, stress — learns your patterns, and eases off when you're running low. Private by design. Yours.

  • Updated Jun 22, 2026
  • Python

Cognitive Twin OS for F1. Real-time nine-score psychological state from telemetry, live PPG biometrics via phone camera, per-driver persona priors trained on real 2021 F1 data. IBM Granite + Docling + Langflow. IBM AI Builders Challenge 2026.

  • Updated May 25, 2026
  • Python

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