Cognitive systems research
Brain-inspired AI architecture.
Sophryon is a private research project. The work focuses on modular cognition and memory dynamics, with a particular interest in what keeps next-generation AI systems stable over time.
Focus 01
Memory dynamics
How memory holds, recovers, and is retrieved with structure.
Focus 02
Cognitive routing
How specialized internal modules coordinate when the input changes character.
Focus 03
Continual learning
Training across long cycles without losing what was learned earlier.