Research

Exploring how increasingly intelligent technology interacts with individuality, cognition, emotion and human agency.

R.01

Individuality & AI

"Can AI assist expression without flattening identity?"

Current: Preserving individuality in AI‑assisted communication

→ Informs Galaxie

Active · Foundational
R.02

Cognitive‑Aware AI

"How should intelligent systems respond when human cognitive capacity changes?"

Current: Adaptive AI for cognitively demanding professional contexts

Exploring
R.03

Human Control of Agentic Systems

"How can autonomous systems act while remaining governable?"

Current: SwarmSight — control‑plane experiments

→ Informs SwarmSight

Experimental
R.04

Emotionally Adaptive AI

"How should AI respond to emotional context without assuming too much?"

Current: early exploration, not yet underway

→ Informs Defer

Exploring
Research outputs
P.001Preserving individuality in AI‑assisted communication
E.001SwarmSight control‑plane experiment
N.001Cognitive load — literature notes