Claim 10
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-07-18.)
Claim 10 has 9 facts recorded in Dontopedia across 2 references.
9 facts·9 predicates·2 sources
Mostly:gated model performs worse than(1), ex:claim statement(1), ex:claim number(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedGated Model Performs Worse ThangatedModelPerformsWorseThan
- Ungated Model[1]sourceall time · 042433c0 4b26 4370 Bc6e 6249e963dd28
Ex:claim Statementex:claimStatement
- Resonance gate: Correlates with retrieval (ρ=0.7) but gated model underperforms ungated in all conditions.[1]sourceall time · 042433c0 4b26 4370 Bc6e 6249e963dd28
Ex:claim Numberex:claimNumber
- 10[1]sourceall time · 042433c0 4b26 4370 Bc6e 6249e963dd28
Ex:part ofex:partOf
- Toiletpaper[1]all time · 042433c0 4b26 4370 Bc6e 6249e963dd28
Rdfs:labelrdfs:label
- **Claim 10** ⚠️ Resonance gate: Correlates with retrieval (ρ=0.7) but gated model underperforms ungated in all conditions.[1]sourceall time · 042433c0 4b26 4370 Bc6e 6249e963dd28
Rdf:typerdf:type
Has PropertyhasProperty
- Minimal Specialization[2]sourceall time · 365
Has SubjecthasSubject
- Alpha G G8[2]all time · 365
Resulted inresultedIn
- Gated Model Underperformance[1]sourceall time · 042433c0 4b26 4370 Bc6e 6249e963dd28
Timeline
Timeline 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.
—
claimNumberdocument/042433c0-4b26-4370-bc6e-6249e963dd28
10
—
claimStatementdocument/042433c0-4b26-4370-bc6e-6249e963dd28
Resonance gate: Correlates with retrieval (ρ=0.7) but gated model underperforms ungated in all conditions.
—
partOfdocument/042433c0-4b26-4370-bc6e-6249e963dd28
ex:toiletpaper
—
gatedModelPerformsWorseThandocument/042433c0-4b26-4370-bc6e-6249e963dd28
ex:ungatedModel
—
hasPropertyblah/watt-activation/365
ex:minimal-specialization
—
hasSubjectblah/watt-activation/365
ex:alpha-g-g8
—
labeldocument/042433c0-4b26-4370-bc6e-6249e963dd28
**Claim 10** ⚠️ Resonance gate: Correlates with retrieval (ρ=0.7) but gated model underperforms ungated in all conditions.
—
typedocument/042433c0-4b26-4370-bc6e-6249e963dd28
ex:Claim
—
resultedIndocument/042433c0-4b26-4370-bc6e-6249e963dd28
ex:gatedModelUnderperformance
References (2)
2 references
- [1]Toiletpaper: ## Fragile Claims (mechanism confirmed, quantitative details differ) **Claim 187 factscustom
ctx:claims/document/042433c0-4b26-4370-bc6e-6249e963dd28- full textToiletpaper: ## Fragile Claims (mechanism confirmed, quantitative details differ) **Claim 18text/plain654 B
discord:msg/5075994f-c93e-4403-bd4a-9f8206594d76Show excerpt
Toiletpaper: ## Fragile Claims (mechanism confirmed, quantitative details differ) **Claim 18** ⚠️ Audio as hub: Hub-and-spoke emerges but hub = hardest modality (vision in our data, not audio). Data-dependent. **Claim 28** ⚠️ κ_VL rises 0…
- custom
ctx:discord/blah/watt-activation/365- full textwatt-activation-365text/plain3 KB
doc:agent/watt-activation-365/4484333a-106a-4a18-8c2e-741801026056Show excerpt
[2026-03-18 03:04] xenonfun: ⏺ 7 of 18 configs done, 8th running. Early results already very interesting: ```┌───────────────┬────────┬─────────────┬────────┬──────────┬─────────┐ │ Encoding │ Config │ BPB │ DC@128 │ Entit…
See also
Keep researching
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.