Dontopedia

Key Finding 3

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

Key Finding 3 has 23 facts recorded in Dontopedia across 7 references, with 2 live disagreements.

23 facts·16 predicates·7 sources·2 in dispute

Mostly:rdf:type(4), claims accuracy(1), described in(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (3)

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.

hasFindingHas Finding(1)

hasKeyFindingHas Key Finding(1)

mentionsFindingMentions Finding(1)

Other facts (19)

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.

19 facts
PredicateValueRef
Rdf:typeClaim[2]
Rdf:typeKey Finding[3]
Rdf:typeKey Finding[4]
Rdf:typeClaim[5]
Claims AccuracySynthetic Eval Tasks[1]
Described inLog Entry 2026 03 17 15 27[3]
Performance At2 Percent59[4]
Performance At20 Percent97.5[4]
Unaffected MetricBpb Metric[4]
Claimed byXenonfun[5]
References Parameter Count6000[5]
References Metric Value4.19[5]
References Throughput197000[5]
Described Asinsane efficiency[5]
Refers to Task TypeSynthetic Eval Tasks[6]
Reports Accuracy0[6]
States ReasonUntrained Formats[6]
Describes BehaviorBeta Saturation[7]
Implies ConsequenceIgnoring Cache[7]

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.

23 undated
—
claimsAccuracyblah/watt-activation/part-605
ex:synthetic-eval-tasks
—
typeblah/watt-activation/292
ex:Claim
—
labelblah/watt-activation/355
Key Finding 3
—
typeblah/watt-activation/355
ex:KeyFinding
—
describedInblah/watt-activation/355
ex:log-entry-2026-03-17-15-27
—
typeblah/watt-activation/360
ex:KeyFinding
—
performanceAt2Percentblah/watt-activation/360
59
—
performanceAt20Percentblah/watt-activation/360
97.5
—
unaffectedMetricblah/watt-activation/360
ex:bpb-metric
—
typeblah/watt-activation/393
ex:Claim
—
labelblah/watt-activation/393
QPSK rotor efficiency
—
claimedByblah/watt-activation/393
ex:xenonfun
—
referencesParameterCountblah/watt-activation/393
6000
—
referencesMetricValueblah/watt-activation/393
4.19
—
referencesThroughputblah/watt-activation/393
197000
—
describedAsblah/watt-activation/393
insane efficiency
—
labelblah/watt-activation/602
Key Finding 3
—
refersToTaskTypeblah/watt-activation/602
ex:synthetic-eval-tasks
—
reportsAccuracyblah/watt-activation/602
0
—
statesReasonblah/watt-activation/602
ex:untrained-formats
—
labelblah/watt-activation/608
β saturates to 1.0 — ignores cache
—
describesBehaviorblah/watt-activation/608
ex:beta-saturation
—
impliesConsequenceblah/watt-activation/608
ex:ignoring-cache

References (7)

7 references
  1. [1]Part 6051 fact
    ctx:discord/blah/watt-activation/part-605
  2. [2]2921 fact
    ctx:discord/blah/watt-activation/292
    • full textwatt-activation-292
      text/plain2 KBdoc:agent/watt-activation-292/126da404-b457-4703-9947-909873e9c37a
      Show excerpt
      [2026-03-14 03:52] xenonfun: ``` ⏺ There it is: LOHE OPTIMIZER STEP BREAKDOWN (492.5 ms total, 66.5K tok/s) ├── Forward + capture: 143.4 ms (29%) — same as RotAdamW forward ├── Block updates: 344.3 ms (70%) ← THE …
  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]3604 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 …
  5. [5]3937 facts
    ctx:discord/blah/watt-activation/393
    • full textwatt-activation-393
      text/plain3 KBdoc:agent/watt-activation-393/d9206d9a-8fe3-4b8a-9bba-45db3179f660
      Show excerpt
      [2026-03-19 03:51] xenonfun: ⏺ Excellent results! Almost all done. Here's the encoding comparison with proper LR: ``` ┌─────────┬───────────┬───────────┬──────────┬───────┬───────┬────────┐ │ Config │ Encoding │ Block │ BPB @500 │…
  6. [6]6024 facts
    ctx:discord/blah/watt-activation/602
    • full textwatt-activation-602
      text/plain3 KBdoc:agent/watt-activation-602/b35f7366-81fb-47bd-8e2b-a00aa620e54a
      Show excerpt
      [2026-04-10 04:02] xenonfun: ``` First Results Summary ┌────────────────────┬─────────┬───────┬───────────────────────────┐ │ Variant │ BPB @5K │ tok/s │ Delta Memory Active? │ ├────────────────────┼─────────┼──────…
  7. [7]6083 facts
    ctx:discord/blah/watt-activation/608
    • full textwatt-activation-608
      text/plain2 KBdoc:agent/watt-activation-608/a9cc9bc2-b034-450f-bf85-dcb33eeaecc4
      Show excerpt
      [2026-04-10 19:18] xenonfun: at 85% test coverage on library, few more improvement and enable the swarm downloading, server becomes just a seeding node mostly. ✶ Improving handler test coverage… ⎿  ◼ Improve handler.rs coverage (49% → 70%…

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