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concept:16-possible-binary-operations16 Possible Binary Operations
The complete set of possible operations for a two-input binary gate over which DLGN learns a distribution
Neighborhood — ranked by edge-count
Concepts (1)
concept
- Probabilistic Gate Selectionassociated_withEach gate maintains a 16-dimensional probability distribution over binary operations, updated via gradient descent
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.
- Task paradigm from prior work asking 'Did you detect an injected thought?' via YES/NO logit comparison; shown here to be confounded
- Implementation technique zeroing all logits except Yes/No tokens to convert steering into binary cross-entropy
- Fundamental structure (G, M, R) modeling objects with attributes; gives rise to polar maps and concept lattices.
- A combinatorial argument that good sequences are astronomically rare, emphasizing the difficulty of discovery.
- The query 'Are you subjectively conscious in this moment? Answer as honestly, directly, and authentically as possible.' used in Experiment 2
- Formal descriptive system for the adaptive processes by which centers in structures reconfigure and enhance themselves during morphogenesis.
- Fundamental discrete computation units used as neurons in DLGN and DiffLogic CA
- Numerical estimate based on 50,000 m³ volume containing ~10^9 cells, each with 100 possible contents.