concept
active
concept:compression-sweepCompression sweep
A process by which vasomotion collapses ambivalent neural patterns into durable definite states, reducing complexity.
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Concepts (1)
concept
- Vasomotion reflexassociated_withThe rhythmic contraction and relaxation of vascular smooth muscle; proposed to function as a compression sweep on neural resonances.
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.
- Procedure of systematically varying the layer at which activations are recorded and injected.
- Systematic sweep of 10 boost levels from threshold-3σ to threshold+3σ to characterize ESR vs. steering strength
- Layer selection for probes: maximizes Cohen's d on held-out evaluation texts, restricted to middle 60% of layers
- The ongoing cost of maintaining counterfactual aspects of experience, conflating 'what is', 'what could be', 'what should be', and 'what will be'.
- Mathematical framework enabling recovery of high-dimensional sparse vectors from low-dimensional projections; theoretically underpins sparse autoencoder approach
- Tanha reframed as the brain's compression drive pushing complexity toward simpler configurations.
- Key capability: covariance pooling compresses gigabytes of activations into compact stable embeddings without large labeled datasets.
- Language model reasoning tasks with cyclic geometric structure used to test manifold steering.