cyclic reasoning tasks

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

• Causal Abstraction over Cyclic Tasksconcept0.837
• Cyclic concept reasoning probingmethod0.827
  Experimental paradigm using prompts like 'what month is six months after August?' to study model arithmetic
• sequential reasoning tasksconcept0.825
  Language model reasoning tasks with sequential geometry used in experiments.
• Compositional Reasoningconcept0.800
  Modular reasoning enabled by monoid and other algebraic laws; central to maintainability and correctness of functional systems.
• Commonsense reasoning tasks S≈-2.15finding0.759
  Lower, more uniform anchoring for commonsense tasks
• Cyclic Fixed Pointconcept0.757
  The key theoretical contribution: each layer in a cyclic recurrence converges to a distinct fixed point, tracing a consistent trajectory in latent space
• Compositional reasoning beyond Aristotle?question0.756
  Secondary research question examining whether compositional frameworks can transcend classical logic.
• Two-stage cyclic computationconcept0.755
  Llama's discovered algorithm: first compute integer sum via base-10 addition, then map the sum back to cyclic concept space