claim
active
claim:evolution-does-not-simply-make-hardwired-machines-that-execute-a-predetermined-set-of-steps-instead-it-produces-problem-solving-hardwareEvolution does not simply make hardwired machines that execute a predetermined set of steps; instead, it produces problem-solving hardware.
Key insight about the nature of evolved systems.
Source paper
extracted_from(2023) · Clawson, Wesley P. · Levin, Michael
Neighborhood — ranked by edge-count
Findings (2)
finding
- Ectopic eyes on tadpole tails support visual learning despite connecting to the spinal cord.supportsFrom Blackiston & Levin (2013), shows plasticity of brain and body.
- From Fankhauser (1945), demonstrates diverse molecular mechanisms serving a higher-level anatomical specification.
Communities (3)
community
- Causal emergence in biological systemsmembers_ofExamines how macro-scale causal power exceeds micro-scale in living and learning systems.
- Frames evolution as producing goal-directed, problem-solving agents across nested scales of individuality.
- Multi-level selection theory examining how non-aggregative fitness interactions enable higher-order units as genuine evolutionary agents, emphasizing problem-solving over predetermined mechanisms.
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.
- A claim about the outcome of the MCA-enhanced process.
- Evolution learns to generalize beyond default morphologies, producing problem-solving machines.claim0.836Argues that evolutionary learning goes beyond specific adaptations.
- Claim about the primacy of bioelectric morphogenesis.
- Claim linking the indirect genotype-phenotype mapping to robustness and open-endedness.
- Claims that scale-free dynamics, like bioelectric networks, are ancient and conserved.
- Central claim linking life's properties to the inherent competencies of its material substrate.
- Evolved machines increasingly exhibit self-similar, hierarchical structure like living systems.claim0.781Artificially evolved neural networks and robots often lack modularity unless selected for, resembling life.
Cross-corpus bridges (2)
same_concept_as · Nomic cosineExternal markdown files that talk about the same concept as this entity.
- aboutblank_kbHow does evolution capitalize on laws of physics and computation to produce systems that generalize well from specific examples to highly diverse configurations?questions/how-does-evolution-capitalize-on-laws-of-physics.md0.819
- aboutblank_kbWhat determines the evolutionary transition between hardwired phenotypes and competency-based development?questions/what-determines-the-evolutionary-transition-between-hardwired-phenotypes.md0.813