Dontopedia

Depth scaling

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Depth scaling has 15 facts recorded in Dontopedia across 4 references, with 1 live disagreement.

15 facts·13 predicates·4 sources·1 in dispute

Mostly:rdf:type(2), is smooth(1), is strong(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (2)

Other 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.

describesDepthScalingDescribes Depth Scaling(1)

testsScalabilityTests Scalability(1)

Other facts (14)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

14 facts
PredicateValueRef
Rdf:typeModel Characteristic[3]
Rdf:typeScaling Behavior[4]
Is Smoothtrue[1]
Is Strongtrue[1]
Correlates With Bpb DropBpb Metric[1]
Smoothly Improvesnull[2]
Characterized Assmooth and strong[3]
Demonstrated Over RangeDepth Range 6 32[4]
Bpb Change0.47[4]
Start Bpb3[4]
End Bpb2.53[4]
DC Change19[4]
Start DC72[4]
End DC91[4]

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.

15 undated
—
isSmoothblah/watt-activation/part-357
true
—
isStrongblah/watt-activation/part-357
true
—
correlatesWithBpbDropblah/watt-activation/part-357
ex:bpb-metric
—
smoothlyImprovesblah/watt-activation/part-362
null
—
labelblah/watt-activation/355
Depth scaling
—
typeblah/watt-activation/355
ex:ModelCharacteristic
—
characterizedAsblah/watt-activation/355
smooth and strong
—
typeblah/watt-activation/360
ex:ScalingBehavior
—
demonstratedOverRangeblah/watt-activation/360
ex:depth-range-6-32
—
bpbChangeblah/watt-activation/360
0.47
—
startBpbblah/watt-activation/360
3
—
endBpbblah/watt-activation/360
2.53
—
dcChangeblah/watt-activation/360
19
—
startDcblah/watt-activation/360
72
—
endDcblah/watt-activation/360
91

References (4)

4 references
  1. [1]Part 3573 facts
    ctx:discord/blah/watt-activation/part-357
  2. [2]Part 3621 fact
    ctx:discord/blah/watt-activation/part-362
  3. [3]3553 facts
    ctx:discord/blah/watt-activation/355
    • full textwatt-activation-355
      text/plain3 KBdoc:agent/watt-activation-355/e62c81a8-1082-4c07-b675-3759a8600d0e
      Show excerpt
      [2026-03-17 15:27] xenonfun: ``` Key findings: 1. Depth scaling is smooth and strong: BPB drops monotonically 3.00→2.53 from D=6→D=32. DC@16 rises 72%→91%. 2. Retrieval reach = 128 for ALL configs — every model retrieves across the f…
  4. [4]3608 facts
    ctx:discord/blah/watt-activation/360
    • full textwatt-activation-360
      text/plain2 KBdoc:agent/watt-activation-360/2d704135-eed2-4a3e-9603-3e55129dda47
      Show excerpt
      [2026-03-17 19:08] xenonfun: ``` --- Session Summary Architecture validated - Mercury-delay-line field transport with oscillator transduction - Depth is the primary scaling axis (not K) - Retrieval is distance-invariant (DC@16 …

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