Compositional Intelligence

Neighborhood — ranked by edge-count

thinker

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

community

concept

Denotational Design
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Core framework: methodology for typed, purely functional programming that uses precise semantic specification to inform both use and implementation
DisCoCirc
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Compositional framework for circuits and diagrammatic reasoning; developed at UCL/BBC.
ZX-Calculus
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Quantum diagrammatic formalism (2007); mentioned as non-example of complete compositionality due to lack of clear ontological counterparts.
DisCoPy
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Software implementation of compositional theory; tool for working with compositional diagrams.
lambeq
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Framework for compositional AI beyond NLP; developed by team including Steve and others.

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.

compositional AIconcept0.833
Artificial intelligence built on compositional principles, including NLP and beyond
Compositionalityconcept0.820
Central concept: how meaning of wholes depends on meanings of parts and their structural arrangement; multiple formulations explored (Frege, Schrödinger, Whitehead, LEGO).
Compositional Reasoningconcept0.808
Modular reasoning enabled by monoid and other algebraic laws; central to maintainability and correctness of functional systems.
Intelligenceconcept0.806
Observer-relative competency to identify and solve problems; defined as capacity, not manifest action, across all substrates.
What is compositionality?question0.802
Primary guiding question for the paper; explores multiple formulations and uses of the term.
Quantum Compositional AIconcept0.787
Integration of quantum mechanics with compositional AI principles; extends classical compositional reasoning to quantum domain.
What is central about intelligence regardless of material composition or origin?question0.785
Key research question framing the paper's investigation into substrate-independent invariants of intelligence
Complete Compositionalityframework0.781
Strongest form of compositional theory requiring full decomposability and meaningful parts.