Fine-Tuning Threshold Recalibration

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

• Fine-tuningconcept0.829
  Parameter updates that reduce mismatch dr; another anchoring variant in UCCT.
• Fine Tuning and Adaptationconcept0.810
  The patient, hand-guided adjustment of shape and dimension to each unique condition in a building; requires materials that make it economical and easy.
• Synthetic Self-Correction Fine-Tuningmethod0.807
  Fine-tuning on Claude-generated self-correction examples with loss masking to induce ESR-like behavior
• Fine-Tuning via Reinforcement Learningmethod0.802
  Technique used to impose guardrails on base LLMs, analogized to censorship on the simulator's range of simulacra
• Fine-tuning harmfulness detectionconcept0.788
  Using feature analysis to detect when fine-tuning makes a model more dangerous.
• fine-tuning (SFT)method0.787
  Supervised fine-tuning to adapt model parameters.
• Fine-tuning induces the behavioral pattern of self-correction but does not improve the underlying ability to correct effectivelyclaim0.784
  Key interpretive conclusion from the dissociation between attempt rate and improvement rate in fine-tuning experiments
• Hypothesis: Fine-tuning reduces mismatch dr between prior and targethypothesis0.781
  UCCT's theoretical prediction about how fine-tuning maps onto the anchoring score