framework
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framework:disentanglementDisentanglement
Related research agenda seeking representations that separate conceptually distinct factors; contrasted with superposition approach
Neighborhood — ranked by edge-count
Frameworks (1)
framework
- Superposition HypothesiscontradictsCore theoretical framework: neural networks represent more features than neurons by encoding features as directions in superposition
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.
- CIMC's characterization of part of the solution to the Hard Problem: insight into the structural necessities of phenomenal representation
- Less hierarchical than embedment; multiple texts work into and out of each other, creating associations across levels and connecting any single text to the matrix of all others.
- Adjacent ML literature on separating independent factors of variation; related to but distinct from the polysemanticity problem studied here
- A state caused by disorderly, dead environments where people lose connection to everyday human events and freedom.
- The 20th-century divorce of design from making, which prevents ornament from arising naturally.
- Multiple possible meanings for words like Alice, disambiguated by context; harder when grammar and meaning intertwine
- Inherent in Linda because an in statement chooses one matching tuple arbitrarily; essential for many parallel patterns.
- A measure of quantum entanglement between subsystems; invoked to show boundary unmeasurability from within.