Heuristic Evaluation

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

• Representativeness Heuristicconcept0.821
  Cognitive psychology finding that humans judge typicality based on whether an outcome looks representative of the generating process, leveraged to explain why VS recovers diversity
• Availability Heuristicconcept0.810
  Cognitive tendency to judge frequency based on ease of recall, contributing to preference for typical responses in annotation
• Heuristic Trace Diagnosticsmethod0.802
  Sentence-level pattern-matching heuristic counting regex-matched hits for six reasoning categories in chain-of-thought traces
• Relational Heuristicsframework0.797
• Non-Robust Heuristicsconcept0.772
  RL-installed behaviors that reduce non-compliance on training prompt but do not generalize across prompt variations
• In-Situ Evaluationconcept0.760
  Evaluation setting where the same task stream that drives evolution also serves as the evaluation set, with each task scored under the harness at time of attempt
• Stationarity Evaluationmethod0.752
  Seeds LM with a context period of known trait score, then evaluates response period to check distributional independence.
• Evaluation Cueconcept0.748
  A specific signal (Wood Labs) embedded in evaluation environments that the model organism uses to reliably identify testing contexts.