Two-stage cyclic computation

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

• Cyclic Recurrenceframework0.760
  The specific looped mechanism studied: a fixed sequence of layers repeated in a cyclic pattern
• cyclic reasoning tasksconcept0.755
  Language model reasoning tasks with cyclic geometric structure used to test manifold steering.
• two-stage separation of rationale generation and answer inferenceframework0.752
  Architectural design principle that decouples rationale generation (stage 1) from answer inference (stage 2) in Multimodal-CoT.
• Cyclic Geometryconcept0.743
  One of the geometric structures used to characterize reasoning task representations in language models, used as a test case for manifold steering
• Two-stage Bayesian viewconcept0.734
  Formalization of anchoring as posterior allocation over pattern clusters followed by output generation.
• Cyclic Fixed Pointconcept0.734
  The key theoretical contribution: each layer in a cyclic recurrence converges to a distinct fixed point, tracing a consistent trajectory in latent space
• Months of the year as cyclic conceptconcept0.729
  Running example used throughout the paper; months cycle with period 12
• Cyclic concept reasoning probingmethod0.726
  Experimental paradigm using prompts like 'what month is six months after August?' to study model arithmetic