Beyond Real-Time Inference
The Large
Feelings Model
With standard Nx10 technology, every tap and tilt yields three live affect scores —
sad ↔ happy
angry ↔ calm
afraid ↔ relaxed
All computed on-device in under 0.2 s. LFM builds on that foundation to model and anticipate how you will feel next.
Personal Cognitive-feeling Profiles
LFM aggregates your affect scores over time into a multidimensional portrait—like a digital personality type. It learns your unique rhythm of mood and attention, mapping how your feelings interact in everyday contexts.
Population-Level Archetypes
By comparing thousands of individual profiles, LFM identifies clusters of similar patterns. These archetypes inform predictions in proven psychological traits while preserving each user’s privacy.
Pattern Recognition & Prediction
LFM recognizes recurring sequences—say, the subtle tremors before a stress spike—and forecasts your feeling minutes or hours ahead. Apps can then intervene proactively: a study tool might prep you for an upcoming focus dip; a wellness app could suggest a breath before you feel overwhelmed, a game will adjust to provide the best challenge and not be boring!
Zero Effort, Infinite Benefit
Every gesture you already make powers:
- • Dynamic mood tracking across apps and sessions
- • Adaptive experiences in games, media, and commerce
- • Safer platforms in social media and gambling
- • Mindful learning in education and training
- • Wellness nudges when stress or unease arise
