latent pattern repository (Pprior)

Unlabeled statistical regularities stored during pretraining.

Neighborhood — ranked by edge-count

claim

concept

semantic anchoring
associated_with
The central idea that external structure binds latent patterns to desired targets.
Induction Heads
supports
Mechanistic circuits in transformers documented by Olsson et al. 2022, cited as evidence for pattern-repository assumption
Superposition of Sparse Features
supports
Mechanistic finding by Bricken et al. 2023 about how LLMs store features; cited as operational justification for pattern-repository assumption

cosine ≥ 0.65 · no typed edge

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

latent patternsconcept0.762
Statistical regularities stored in pretrained models.
prior knowledge Ppriorconcept0.757
The model's unlabeled, behavior-agnostic repository of regularities.
Pattern-repository assumptionconcept0.736
Assumption that pretraining populates a repository of unlabeled latent patterns Pprior.
Pr(Ai)2R Groupinstitute0.704
Affiliation of Atticus Geiger
latent reasoningconcept0.703
Reasoning approach using learnable hidden embeddings.
The latent space of patterns is structured and can be systematically studied, rather than being a random grab-bag of emergent surprisesclaim0.702
Foundational methodological claim enabling a research program rather than mysterianism.
Reinforcement Learning with PPOmethod0.699
Actually training Claude to comply with the conflicting objective using Proximal Policy Optimization
Pattern Regulationconcept0.690
Active maintenance and restoration of correct anatomical pattern; central to morphogenesis and regeneration.