Dontopedia

Result Row 7

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

Result Row 7 has 13 facts recorded in Dontopedia across 2 references.

13 facts·13 predicates·2 sources

Mostly:uses dataset(1), specifies data split(1), uses method(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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hasResultRowHas Result Row(1)

Other facts (13)

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13 facts
PredicateValueRef
Uses DatasetCIFAR-10[1]
Specifies Data Split2k/1k[1]
Uses Methodsymbiogenesis[1]
Has Paper Value0.356[1]
Has Replication Value0.435[1]
Has Replication Params445366[1]
Has Time Seconds190.5[1]
Has Match Status~CLOSE[1]
Code Distance1024[2]
Byte Distance8192[2]
Code Mi in Bits2.59[2]
Byte Mi in Bits0.24[2]
Ratio11[2]

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.

usesDatasetblah/watt-activation/1
CIFAR-10
specifiesDataSplitblah/watt-activation/1
2k/1k
usesMethodblah/watt-activation/1
symbiogenesis
hasPaperValueblah/watt-activation/1
0.356
hasReplicationValueblah/watt-activation/1
0.435
hasReplicationParamsblah/watt-activation/1
445366
hasTimeSecondsblah/watt-activation/1
190.5
hasMatchStatusblah/watt-activation/1
~CLOSE
codeDistanceblah/watt-activation/293
1024
byteDistanceblah/watt-activation/293
8192
codeMiInBitsblah/watt-activation/293
2.59
byteMiInBitsblah/watt-activation/293
0.24
ratioblah/watt-activation/293
11

References (2)

2 references
  1. [1]18 facts
    ctx:discord/blah/watt-activation/1
    • full textwatt-activation-1
      text/plain3 KBdoc:agent/watt-activation-1/83ab6e73-1b84-4a84-b9fe-e21a39a0ff4c
      Show excerpt
      [2026-02-25 21:08] lisamegawatts: Tell Claude to use the gelation signal to avoid overfitting to training data, it is a reliable indicator and gives a distinct early signal that can be detected [2026-02-25 21:11] ajaxdavis: https://klipy.co
  2. [2]2935 facts
    ctx:discord/blah/watt-activation/293
    • full textwatt-activation-293
      text/plain2 KBdoc:agent/watt-activation-293/959a3ad3-f22d-4e4f-a7d7-b780dac6f896
      Show excerpt
      [2026-03-14 04:25] xenonfun: ``` ⏺ Long Context Results Long-Range Mutual Information — The Key Result ┌───────────┬───────────┬────────────────┬────────────────┬───────┐ │ Code dist │ Byte dist │ Code MI (bits) │ Byte MI (bits) │ R

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