compositional AI

Artificial intelligence built on compositional principles, including NLP and beyond

Neighborhood — ranked by edge-count

thinker

Bob Coecke
studies
Lead presenter and primary author of the compositional intelligence framework; affiliated with Quantinuum and Oxford; key figure in quantum diagrammatics and compositional AI theory.

concept

Beyond NLP
extends
Extension of compositional methods beyond natural language processing to general AI and hardware

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Quantum Compositional AIconcept0.841
Integration of quantum mechanics with compositional AI principles; extends classical compositional reasoning to quantum domain.
Compositional Reasoningconcept0.840
Modular reasoning enabled by monoid and other algebraic laws; central to maintainability and correctness of functional systems.
Compositional Intelligenceconcept0.833
Compositionalityconcept0.813
Central concept: how meaning of wholes depends on meanings of parts and their structural arrangement; multiple formulations explored (Frege, Schrödinger, Whitehead, LEGO).
Compositional Semanticsconcept0.810
Denotation function µ decomposes over operations so meaning of compound expressions follows from meanings of parts
What is compositionality?question0.807
Primary guiding question for the paper; explores multiple formulations and uses of the term.
Complete Compositionalityframework0.790
Strongest form of compositional theory requiring full decomposability and meaningful parts.
compositionconcept0.789
The wiring together of processes to form new processes in process theory