method
active
method:gate-pruning

Gate Pruning

Post-training removal of pass-through and non-contributing gates to reveal minimal circuit structure

Neighborhood — ranked by edge-count

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

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

  • Pruning policy trees by discarding policies whose expected free energy exceeds that of the best by a threshold.
  • gatesconcept0.729
  • Each gate maintains a 16-dimensional probability distribution over binary operations, updated via gradient descent
  • Pragmatic Behaviorconcept0.682
    Behavior driven by prior preferences (extrinsic value); dominates when uncertainty is resolved
  • tunnelingconcept0.671
    Quantum-physics-inspired notion of a direct connection between matter and the I-plenum, allowing centers to reveal the I.
  • gated fusionmethod0.664
    Multimodal fusion technique combining language and vision representations via learnable gating parameters.
  • SkillsBench enforcement mechanism that accepts only single-key JSON actions; composite multi-key actions are rejected, preventing skill loading
  • Initial gate distribution biased toward pass-through gates A and B to facilitate training stability