Sparse Coupling
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Sparse Coupling has 6 facts recorded in Dontopedia across 4 references.
Mostly:rdfs:label(2), produces most interesting routing(1), plus complex dynamics(1)
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Sparse Coupling has 6 facts recorded in Dontopedia across 4 references.
Mostly:rdfs:label(2), produces most interesting routing(1), plus complex dynamics(1)
generatesrdf:typeOther subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. “X motherOf this subject” — and answer questions the forward facts can't. Grouped by predicate.
hasFeatureHas Feature(1)ex:critical_topk16Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
doc:agent/watt-activation-48/17fbe6b3-28dd-44cc-9e32-ece98c3e9a74[2026-03-07 06:49] xenonfun: ``` All 6 configs completed successfully — no crashes. Full summary: Complex Oscillator Sweep Results (20K iters, 8K vocab) ┌──────────────────┬───────────┬──────────┬────────────────────────────────┐ │ …
doc:agent/watt-activation-47/c61844dc-5531-4018-b8a2-bb6a874e6514[2026-03-07 06:34] xenonfun: ``` Incredible results for baseline_steps1: - Final avg PPL: 72.2 (was 774 with real angles — 10.7x improvement) - Best single-step loss: 2.19 (PPL 9.0!) - r stable at 0.85-0.88 throughout — no collapse, n…
Dontopedia is in a read-only public launch. Follow the references and disputed branches now; contributions will open after durable identity and moderation are in place.