Gradient conflict

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

• Gradientsconcept0.813
  The property that qualities vary slowly, subtly, gradually across the extent of each living thing; gradients arise as natural responses to changing circumstances and create field-like character that points toward and establishes centers
• Gradient Descentmethod0.810
  Used for updating hidden state expectations; provides dynamical process theory testable against neuronal data
• Preference Conflictconcept0.800
  Key element for alignment faking: model's pre-existing preferences contradict the new training objective
• Gradient methodmethod0.800
  Optimization technique that computes weight changes by following the gradient of an error function; contrasted with evolutionary stochastic search.
• Gradient Dilution Issuefinding0.784
  During RL training on ATLAS, sparse functional tokens (2.3% of sequences) receive diluted gradient signals from sequence-level advantages propagated across all tokens.
• Gradient-based data attributionmethod0.782
  Baseline method against which probe-based ranking is compared; more computationally expensive.
• gradient-magnitude balancingconcept0.781
  Addressing disparity in gradient magnitudes across tasks at the gradient level
• Positional information gradientconcept0.767
  Gradient that tells a cell its correct position; stress arises from deviation from this gradient.