Topics — What a work is about. Nucleation holds whatever reading the owner files here, whether or not an Anthology of the SOTA topic could also hold it; instruction for ML practice belongs to the anthology (ADR-048). The words are seeded from the clusters the reading-time triage of 2026-09-25 found, and grow by decision.

Compositionality — how the structure and meaning of a whole come from its parts and how they are combined — the principle of compositionality and compositional semantics, the emergence of compositional structure in languages under transmission, and composition and binding in learned models (generalization to unseen combinations, attribute binding, composing distributions or concepts). A work on making a model generalize compositionally is ML practice and goes to the anthology (ADR-031).

2 of 191 CASE documents. Back to the full index.

#TitleSummaryStatus
CASE-004Two people, an empty wallet: shared complicity, normative authority, and an underspecified relationA97’s prompt conditions for the text-to-image case: the same objects with different interpersonal configurations. Conditions A and B are the manuscript’s §7 example; condition C, the natural control, was dropped.Active
CASE-009Text → image → caption → image chains under four conditionsA97 §6: compare text-only, image-only, alternating, and alternating with explicit preservation of pragmatic constraints. The manuscript’s Case III keeps alternating against text-only. Proposed, not run.Active