method
active
method:gate-pruningGate 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 edgeEntities 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.
- Each gate maintains a 16-dimensional probability distribution over binary operations, updated via gradient descent
- Behavior driven by prior preferences (extrinsic value); dominates when uncertainty is resolved
- Quantum-physics-inspired notion of a direct connection between matter and the I-plenum, allowing centers to reveal the I.
- 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