Extended Cognition
The hypothesis that tools and environments can be genuine parts of cognitive processes.
Design Principle
Augmentation
AI should extend human capability while preserving judgement, interpretation and accountability.
Research foundations
Relevant research traditions and thinkers that inform this principle.
Douglas Engelbart
Pioneering work on augmenting human intellect through interactive computing systems.
Human-Centred AI
Design frameworks that keep human judgement and accountability at the centre of AI systems.
Distributed Cognition
How cognitive work distributes across individuals, tools and environments.