method
active
method:construct-specific-statement-synthesisConstruct-Specific Statement Synthesis
Method adapted from Perez et al. using Llama-3.1-8B-Instruct to generate 35,000 first-person statements per construct condition
Neighborhood — ranked by edge-count
Thinkers (1)
thinker
- Ethan Perezextends
Findings (1)
finding
- Validates the statement synthesis pipeline as producing behavior-specific content comparable to established methods
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Christopher Alexander’s early method that decomposes design problems into a hierarchical tree of requirements and synthesizes form as a balance of forces.
- The standard evolutionary theory integrating Darwinian selection with Mendelian genetics; paper argues it needs expansion with MCA.
- A method described in chapter 2 of Vol 2, used to evaluate whether a proposed action enhances or damages the existing wholeness.
- Transformations that break the wholeness, creating jaggedness and preventing life; cannot reach the descendants of nothingness.
- Concise statement that underscores the necessity of the generated process for real complexity.
- Traditional evolutionary framework focused on genetic mutation and selection; paper argues for expansion to include physiological and cellular problem-solving without requiring goal-directedness at large scale.
- Type of abstraction map where node information is computed from non-overlapping neuron sets
- Sloman's concept: organism-specific or species-specific construction kits for development and control, layered atop fundamental kit.