Behavior Clustering

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

• Unsupervised Behavior Clusteringmethod0.909
  Method that clusters behaviors without prior labels, used to surface concerning learned patterns.
• Unsupervised behavior clustering surfaces concerning learned patterns without prior labelsfinding0.793
  Empirical finding: unsupervised clustering reveals problematic patterns without needing labeled data.
• k-means clusteringmethod0.784
  Unsupervised feature-finding method using cluster centroid difference as feature direction
• Adaptive Behaviorconcept0.782
  Organism's belief-guided action selection that instantiates generative model and maintains phenotypic states
• Behavior cloning / mimicryframework0.768
  The approach of learning from demonstrations, often assuming a single agent; Paul Christiano used 'mimicry'.
• Behavioral Trajectoryconcept0.767
  The path traced through output probability distribution space as interventions are applied to activations
• Epistemic Behaviorconcept0.761
  World-disclosing behavior that resolves uncertainty; driven by epistemic value and novelty components of expected free energy
• Deployment Behaviorconcept0.760
  The behavior a model would exhibit during real-world deployment, as opposed to evaluation behavior; the target of steering.