[To] create a new generation of computational and information systems that possess capabilities far beyond those of current systems. These cognitive systems - systems that know what they're doing:
will be able to reason, using substantial amounts of appropriately represented knowledge;
will learn from their experiences and improve their performance over time;
will be capable of explaining themselves and taking naturally expressed direction from humans;
will be aware of themselves and able to reflect on their own behavior;
will be able to respond robustly to surprises, in a very general way.
IPTO Research Projects
BICA, an IPTO project attempting to create 'Biologically Inspired Cognitive Architectures".
Bootstrapped Learning, a project attempting to bring about "instructable computing" by driving the creation of machine learning algorithms that are responsive to models of human-to-human instruction.
LifeLog, an IPTO project "to trace the 'threads' of an individual's life in terms of events, states, and relationships" by creating "an ontology-based (sub)system that captures, stores, and makes accessible the flow of one person?s experience in and interactions with the world in order to support a broad spectrum of associates/assistants and other system capabilities."
FORESTER, a program to develop a helicopter-borne radar system that can detect soldiers and vehicles moving underneith folliage cover.