Dontopedia

Fix 3

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

Fix 3 is learnable adjacency.

21 facts·16 predicates·8 sources·3 in dispute

Mostly:performs action(2), description(2), adds delete bot with confirmation(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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hasFixHas Fix(1)

Other facts (18)

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.

18 facts
PredicateValueRef
Performs ActionScan Session Dir[6]
Performs ActionRemove Leftover Dirs[6]
Descriptionlearnable adjacency[7]
Descriptionreport per-modality losses[8]
Adds Delete Bot With Confirmationtrue[1]
Strips Html EntitiesLt Amp Etc[2]
Causes Performance Improvementtrue[3]
Is Split Lr for Omega5xTrue[4]
Rdf:typeFix[6]
Part ofRobustness Fixes[6]
LocationSandbox Server[6]
Trigger EventStartup[6]
Removal Target OriginPrevious Runs[6]
Causes Instabilitytrue[7]
Reports Text Loss4.5[8]
Reports Text Perplexity91[8]
Reports Image Loss0[8]
Reports Audio Loss0.88[8]

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.

21 undated
—
addsDeleteBotWithConfirmationblah/safiersemantics/part-42
true
—
stripsHtmlEntitiesblah/watt-activation/part-28
ex:lt-amp-etc
—
causesPerformanceImprovementblah/watt-activation/part-314
true
—
isSplitLrForOmega5xblah/watt-activation/part-501
ex:true
—
labelblah/safiersemantics/40
Fix 3
—
typeblah/tpmjs/59
ex:Fix
—
labelblah/tpmjs/59
Orphaned Session Cleanup
—
partOfblah/tpmjs/59
ex:robustness-fixes
—
locationblah/tpmjs/59
ex:sandbox-server
—
triggerEventblah/tpmjs/59
ex:startup
—
performsActionblah/tpmjs/59
ex:scan-session-dir
—
performsActionblah/tpmjs/59
ex:remove-leftover-dirs
—
removalTargetOriginblah/tpmjs/59
ex:previous-runs
—
labelblah/watt-activation/138
Fix 3
—
descriptionblah/watt-activation/138
learnable adjacency
—
causesInstabilityblah/watt-activation/138
true
—
descriptionblah/watt-activation/243
report per-modality losses
—
reportsTextLossblah/watt-activation/243
4.5
—
reportsTextPerplexityblah/watt-activation/243
91
—
reportsImageLossblah/watt-activation/243
0
—
reportsAudioLossblah/watt-activation/243
0.88

References (8)

8 references
  1. [1]Part 421 fact
    ctx:discord/blah/safiersemantics/part-42
  2. [2]Part 281 fact
    ctx:discord/blah/watt-activation/part-28
  3. [3]Part 3141 fact
    ctx:discord/blah/watt-activation/part-314
  4. [4]Part 5011 fact
    ctx:discord/blah/watt-activation/part-501
  5. [5]401 fact
    ctx:discord/blah/safiersemantics/40
    • full textsafiersemantics-40
      text/plain3 KBdoc:agent/safiersemantics-40/cd5b0519-62d6-4ca4-9c47-f63a84ec0fc5
      Show excerpt
      [2026-01-31 05:54] xenonfun: we can use the fuck out of Azure $130ish free bucks a month, still need some for my DNS [2026-01-31 05:54] xenonfun: so the server keys are setup for gpt-4.1 and 4.1-mini, but have some other stuff I can enable …
  6. [6]598 facts
    ctx:discord/blah/tpmjs/59
    • full texttpmjs-59
      text/plain2 KBdoc:agent/tpmjs-59/284e7f68-2ac2-4704-a4e4-de72c1d00b06
      Show excerpt
      [2026-02-14 20:40] omega [bot]: **4. Turn 3 — Verification** Sends: *"Read the file omega/sandbox-test.txt and show me the last 3 git log entries"* Uses `readFile` and `shellExec` (git log). The test asserts the response contains "Hello f…
  7. [7]1383 facts
    ctx:discord/blah/watt-activation/138
    • full textwatt-activation-138
      text/plain3 KBdoc:agent/watt-activation-138/9bd08756-4bea-4055-bcfd-5d3ed62434a1
      Show excerpt
      [2026-03-09 06:23] xenonfun: ``` ⏺ No — softmax is on self.log_adjacency which is a static (G, G) parameter tensor, completely independent of T. It runs once per forward pass in O(G²) = O(64). The sequence-length work is entirely in _gate…
  8. [8]2435 facts
    ctx:discord/blah/watt-activation/243
    • full textwatt-activation-243
      text/plain3 KBdoc:agent/watt-activation-243/14f8ddd1-c20c-4aa1-99ee-73dc849eba12
      Show excerpt
      [2026-03-12 05:04] xenonfun: ⏺ While we wait for the image data to re-prep, let me summarize the issues found and fixed: Problems found: 1. tok/s inflated — was averaging all modality step times but computing tokens as bs*seq which onl…

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