Higher-order entities distort the energy landscape for their subunits, benefiting from their competencies to navigate spaces of which the subunits are unaware.

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

• How do higher-order entities (organisms, organs, tissues, etc.) distort the energy landscape for their subunits?question0.906
  Questions the mechanism of top-down causation in collective systems.
• In buildings, especially, the success of the process will be judged by the extent to which these middle-range entities appear with their own distinct symmetries, with their own definite and distinct force as strong centers.claim0.768
  Proposes middle-range entity quality as the criterion for judging the success of a building process
• Target morphology shifts occur despite the fact that all of the individual cells have unaltered normal genomes, showing that competent subunits can be pushed to implement diverse organism-scale goals by physiological signals.claim0.759
  Highlights the non-genetic control of large-scale anatomy.
• Free-energy scaling under domain-wall formation in Potts, autoregressive, and hierarchical networks shows that combinatorics of interactions on a graph prevent or allow spontaneous ordering.finding0.756
  Core result demonstrating topological constraints on self-organization
• probably helps not only with faithful reconstruction but also creates interference patterns that encode nuanced information about the deltas and convergences between states.quote0.751
  Key quote connecting path redundancy to interferometric information encoding.
• The larger task of making these processes genuinely morphogenetic so that they generate deeper and more coherent living structure—still lies on the horizon.claim0.751
• Multi-scale competency likely explains the remarkable evolvability of living forms because it flattens the fitness landscape, allowing mutations' negative effects to be buffered while positive effects accumulate.claim0.750
  Mechanistic claim connecting multi-scale competency architecture to evolutionary robustness
• Agents perceive by minimizing variational free energy to ensure model consistency with past observations and act by minimizing expected free energy to make future sensations consistent with preferences.claim0.747
  Formalization of perception-action cycle integrating inference and decision-making.