claim
active
claim:postpone-approximationsPostpone Approximations
Approximations and prunings compose badly; cleaner to maintain precise infinite semantics until final extraction
Neighborhood — ranked by edge-count
Communities (3)
community
- Spans attention head decomposition, benchmark awareness, and genomic pathogenicity prediction via neural models.
- Theoretical and empirical analysis of why AR language models cannot maintain coherence or convergence beyond their context window through local interactions alone.
- Avoid early pruning/approximation because their errors compound when composed sequentially.
Concepts (1)
concept
- Continuous Infinite SpacesupportsSemantic foundation for Image representation: assignment of colors to 2D locations in continuous space enables resolution-independence and composability
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.
- Efficient estimation strategy for projection difference using a random subset of training data to reduce computational cost
- Factorised distribution used to approximate the true Bayesian posterior.
- Reorienting in expectation of reinforcements; a cognitive quality in plants.
- Uses last prompt token projection to approximate base generation projection, avoiding expensive model rollouts
- Free energy approximation using two-node marginals.
- Variational technique used in active inference to tractably compute posterior beliefs.
- Claim about computational feasibility of pseudo-intents.