Contextual constraints (top-down and bottom-up) replace efficient causation in explaining action.

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

• "When agents formulate a prior intention, the establishment of second-order contextual constraints dissipates the disequilibrium by reorganizing a more complex region of cognitive and affective space."concept0.797
  Load-bearing characterization of how prior intention forms as phase transition in cognitive dynamics; core mechanism of action.
• Frege compositionality requires bottom-up meaning flow from parts to whole, contrasting with context principle's top-down flow.claim0.796
  Core assertion that Frege's principle embodies bottom-up composition, while his context principle embodies top-down meaning determination.
• Top-down Causationconcept0.787
  How higher organizational levels constrain and facilitate the behavior of parts by deforming their energy landscapes.
• Closure to Efficient Causationframework0.772
  Rosen's key concept making the (M,R)-system an irreducible cause of its own organization.
• Prompt and context design are cognitive-control operations: they toggle latent competencies rather than teaching the model from scratch.claim0.760
  Assertion about the nature of prompt engineering.
• Bottom-up interpretability explains computation in the model's own terms rather than imposing top-down abstractionsclaim0.759
  VPD is positioned as advancing a paradigm shift from top-down mechanistic interpretability (activation-based) to parameter-centric, data-driven discovery.
• "Under this view, prompt and context design are cognitive-control operations: they toggle latent competencies rather than teaching the model from scratch."quote0.749
  Load-bearing interpretive claim about the nature of prompting under UCCT
• Constraints enable emergence of complexity through self-organization in far-from-equilibrium systems.claim0.747