Dontopedia

Screenshot 2026-03-21 11.25.54 PM

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

Screenshot 2026-03-21 11.25.54 PM has 35 facts recorded in Dontopedia across 20 references, with 5 live disagreements.

35 facts·5 predicates·20 sources·5 in dispute

Mostly:rdf:type(18), has filename(4), filename(3)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Inbound mentions (15)

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.

referencesFileReferences File(3)

attachedFileAttached File(2)

hasAttachmentHas Attachment(2)

postedFilePosted File(2)

attachesFileAttaches File(1)

containsAttachmentContains Attachment(1)

containsReferenceToContains Reference to(1)

mentionsFileMentions File(1)

referencesResourceReferences Resource(1)

sharedFileShared File(1)

Other facts (10)

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.

10 facts
PredicateValueRef
Has FilenameScreenshot_2026-01-19_at_3.48.01_PM.png[2]
Has FilenameScreenshot_2026-02-14_at_12.26.16_AM.png[8]
Has FilenameScreenshot_2026-03-07_at_1.35.10_PM.png[13]
Has FilenameScreenshot_2026-03-21_at_11.25.54_PM.png[18]
FilenameScreenshot_2026-01-29_at_5.54.48_PM.png[5]
FilenameScreenshot_2025-12-05_at-3.33.32_PM.png[10]
FilenameScreenshot_2026-03-21_at_7.45.00_PM.png[17]
File NameScreenshot_2026-02-06_at_6.49.51_PM.png[6]
File NameScreenshot_2026-03-10_at_11.57.13_PM.png[14]
Referenced in MessageMessage 2026 01 29 22 55[5]

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.

typeblah/random/27
ex:File
typeblah/safiersemantics/7
ex:File
hasFilenameblah/safiersemantics/7
Screenshot_2026-01-19_at_3.48.01_PM.png
typeblah/safiersemantics/16
ex:File
typeblah/safiersemantics/38
ex:ScreenshotFile
typeblah/safiersemantics/37
ex:ImageFile
filenameblah/safiersemantics/37
Screenshot_2026-01-29_at_5.54.48_PM.png
referencedInMessageblah/safiersemantics/37
ex:message-2026-01-29-22-55
typeblah/safiersemantics/54
ex:ScreenshotFile
fileNameblah/safiersemantics/54
Screenshot_2026-02-06_at_6.49.51_PM.png
typeblah/safiersemantics/59
ex:ImageFile
labelblah/safiersemantics/59
Screenshot_2026-02-08_at_1.16.22_PM.png
hasFilenameblah/safiersemantics/67
Screenshot_2026-02-14_at_12.26.16_AM.png
typeblah/safiersemantics/67
ex:ImageFile
typeblah/safiersemantics/70
ex:ImageFile
typeblah/tpmjs/6
ex:ImageFile
filenameblah/tpmjs/6
Screenshot_2025-12-05_at-3.33.32_PM.png
labelblah/tpmjs/20
Screenshot_2026-01-14_at_1.57.27_AM.png
typeblah/tpmjs/20
ex:ImageFile
typeblah/tpmjs/28
ex:ImageFile
typeblah/watt-activation/76
ex:ImageFile
hasFilenameblah/watt-activation/76
Screenshot_2026-03-07_at_1.35.10_PM.png
typeblah/watt-activation/209
ex:ImageFile
fileNameblah/watt-activation/209
Screenshot_2026-03-10_at_11.57.13_PM.png
labelblah/watt-activation/274
Screenshot_2026-03-13_at_4.43.47_PM.png
typeblah/watt-activation/340
ex:ImageFile
labelblah/watt-activation/340
Screenshot_2026-03-15_at_6.39.11_PM.png
typeblah/watt-activation/482
ex:ScreenshotFile
filenameblah/watt-activation/482
Screenshot_2026-03-21_at_7.45.00_PM.png
typeblah/watt-activation/486
ex:ImageFile
labelblah/watt-activation/486
Screenshot 2026-03-21 11.25.54 PM
hasFilenameblah/watt-activation/486
Screenshot_2026-03-21_at_11.25.54_PM.png
typeblah/watt-activation/682
ex:ImageFile
labelblah/watt-activation/682
Screenshot_2026-04-22_at_11.57.38_AM.png
labelblah/watt-activation/693
Screenshot_2026-04-28_at_9.41.34_PM.png

References (20)

20 references
  1. [1]271 fact
    ctx:discord/blah/random/27
    • full textrandom-27
      text/plain2 KBdoc:agent/random-27/e650c997-da27-4878-ba9f-a405e95b956a
      Show excerpt
      [2026-02-17 18:23] xenonfun: yeah is with bpe, 7.5M model, with ~40MB of data on that (Gutenburg free library) I am going to do full training that should be enouge sample data now: ``` It's running! 55.7M tokens — so 1 epoch = 50.1M / 4096
  2. [2]72 facts
    ctx:discord/blah/safiersemantics/7
    • full textsafiersemantics-7
      text/plain2 KBdoc:agent/safiersemantics-7/58260437-e784-4c66-b60f-0a0386674fd8
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      [2026-01-19 05:04] xenonfun: ``` [00:01:24 ERR] Failed to render tool HTML System.InvalidOperationException: View 'Pages/Shared/Components/_ToolCall' not found. Searched locations: at SafierSemantics.Services.ViewRenderService.RenderPa
  3. [3]161 fact
    ctx:discord/blah/safiersemantics/16
    • full textsafiersemantics-16
      text/plain3 KBdoc:agent/safiersemantics-16/58f5296a-e209-4cc3-8461-a2eeca16a86f
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      [2026-01-20 20:40] foxhop.: That's a good sign typically. [2026-01-20 20:40] foxhop.: : ) [2026-01-20 20:41] xenonfun: yeah, think its fully ported to agent framework, has way better cleaner logging, and all the stuff from before works I th
  4. [4]381 fact
    ctx:discord/blah/safiersemantics/38
  5. [5]373 facts
    ctx:discord/blah/safiersemantics/37
    • full textsafiersemantics-37
      text/plain3 KBdoc:agent/safiersemantics-37/1bf7ce90-cb99-448a-95a1-806c99190cc2
      Show excerpt
      [2026-01-29 15:04] xenonfun: Okay `master` branch is fully functional, resume even works correct https://youtu.be/uCT3By5_Fn4 next up is optimizing tool call output to be less verbose [2026-01-29 15:36] xenonfun: https://github.com/rsafie
  6. [6]542 facts
    ctx:discord/blah/safiersemantics/54
    • full textsafiersemantics-54
      text/plain3 KBdoc:agent/safiersemantics-54/3405a9f6-99bd-44dd-ae7c-d7e08965d81b
      Show excerpt
      [2026-02-06 23:10] xenonfun: it also is suppose to alrady have a valid AG-UI endpoint so could run your own UI off that, tho really not sure how well that works at this point with all the other stucture there [2026-02-06 23:10] traves_thebe
  7. [7]592 facts
    ctx:discord/blah/safiersemantics/59
    • full textsafiersemantics-59
      text/plain3 KBdoc:agent/safiersemantics-59/66ed50cb-adf4-467b-bcd7-58dab42c65d1
      Show excerpt
      [2026-02-08 16:50] xenonfun: this I think has unfucked itself, but will have to look at diff, it was already messy not convinced this was improvement. will probablt go look at this simpled down template apps [2026-02-08 17:01] xenonfun: (f
  8. [8]672 facts
    ctx:discord/blah/safiersemantics/67
    • full textsafiersemantics-67
      text/plain3 KBdoc:agent/safiersemantics-67/88338f87-110b-46da-a4ad-fe0eadef124a
      Show excerpt
      [2026-02-13 15:44] xenonfun: ``` The user wants me to: Take the layered-accounting-logo-primary.png logo design Create a Three.js version of it with 3 rotating elements Middle element rotates counter to top and bottom Create a sample page
  9. [9]701 fact
    ctx:discord/blah/safiersemantics/70
    • full textsafiersemantics-70
      text/plain3 KBdoc:agent/safiersemantics-70/dbacde78-f635-4864-93c8-c2425e32c560
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      [2026-02-19 20:25] xenonfun: model-ds being trained, asked it to optimize just on this training set what can be done without blowing out my 24GB limit and not exhausting the model from not enough data. (files: Screenshot_2026-02-19_at_3.23.
  10. [10]62 facts
    ctx:discord/blah/tpmjs/6
    • full texttpmjs-6
      text/plain3 KBdoc:agent/tpmjs-6/bfaa5404-dabc-4f9a-b804-a4b69c39ae77
      Show excerpt
      [2025-12-04 16:42] ajaxdavis: - they get a playground to test their tools (freeish) - searchAndUseTpmjsTool (might be useful) but nothing really, just chicken and egg problem [2025-12-04 16:42] ajaxdavis: in a race against vercel regist
  11. [11]202 facts
    ctx:discord/blah/tpmjs/20
    • full texttpmjs-20
      text/plain2 KBdoc:agent/tpmjs-20/87520c47-6b07-4864-8de7-140bd70e926b
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      [2026-01-14 06:32] ajaxdavis: (the still butchering the tpmjs stuff, trying to figure out the ownership model of collections/agents, i've currently settled on that you "fork" them. or "copy") it's currently a clone model and it becomes your
  12. [12]281 fact
    ctx:discord/blah/tpmjs/28
    • full texttpmjs-28
      text/plain3 KBdoc:agent/tpmjs-28/acb1d01e-93d9-458c-9585-0143026f36de
      Show excerpt
      [2026-01-16 20:18] xenonfun: from the tools response (files: Screenshot_2026-01-16_at_3.18.33_PM.png) [2026-01-16 20:18] xenonfun: I will check working one [2026-01-16 20:19] ajaxdavis: also the health check tool on unsandbox probs doesnt w
  13. [13]762 facts
    ctx:discord/blah/watt-activation/76
    • full textwatt-activation-76
      text/plain3 KBdoc:agent/watt-activation-76/961fc69a-4972-401d-be24-5f9157949baf
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      [2026-03-07 18:31] xenonfun: ``` Excellent results. Full-sequence chunking (chunk_size=L) with the new formulation: ┌────────────────┬──────────────┬─────────────────────┬─────────────┬───────────┬────────┐ │ Config │ Old 5D to
  14. [14]2092 facts
    ctx:discord/blah/watt-activation/209
    • full textwatt-activation-209
      text/plain2 KBdoc:agent/watt-activation-209/d7eabcf9-d506-432f-9a2c-b25cf5ef8ccd
      Show excerpt
      [2026-03-11 03:51] xenonfun: ```# coupling (K) and adjacency are structural constants — not updated. 598 + # v2: update harmonic_coeffs (G×H learned frequency weights) 599 + # v3: update mode_amplitudes (k scalars,
  15. [15]2741 fact
    ctx:discord/blah/watt-activation/274
    • full textwatt-activation-274
      text/plain1 KBdoc:agent/watt-activation-274/2c5f3f8e-4dd2-4aea-8be5-e9d163af5028
      Show excerpt
      [2026-03-13 20:06] xenonfun: It tried its fuckery again but we learned an antipattern to remember. ```⏺ Here's the difference: _normalize (attention.py:136-141): norm = mx.sqrt(mx.maximum(sum(x²), eps)) # eps=1e-6 for float32 x / no
  16. [16]3402 facts
    ctx:discord/blah/watt-activation/340
    • full textwatt-activation-340
      text/plain3 KBdoc:agent/watt-activation-340/ec99b9a7-182e-4e78-864e-12381357aa47
      Show excerpt
      [2026-03-15 21:48] xenonfun: (files: Screenshot_2026-03-15_at_5.48.31_PM.png) [2026-03-15 21:58] xenonfun: try some weird stuff (files: Screenshot_2026-03-15_at_5.58.32_PM.png) [2026-03-15 22:32] xenonfun: We measure bandwidth now, how muc
  17. [17]4822 facts
    ctx:discord/blah/watt-activation/482
    • full textwatt-activation-482
      text/plain2 KBdoc:agent/watt-activation-482/3ab5810b-8f32-47b9-a3a9-debf4ee57bd3
      Show excerpt
      [2026-03-21 23:22] xenonfun: ``` ⏺ The analytical path reads raw bytes — it never uses the NPY loader. That means the BPE-8K experiment actually trained on the raw bytes of the NPY file (header + int32 data), not on the tokens themselves.
  18. [18]4863 facts
    ctx:discord/blah/watt-activation/486
    • full textwatt-activation-486
      text/plain3 KBdoc:agent/watt-activation-486/c8568fef-e9f2-4d48-9840-89f375514ea3
      Show excerpt
      [2026-03-22 03:19] xenonfun: ``` ⏺ The IVF was useless before because ivf_dirty got set on every insert (128/step), and only cleared every 500 steps on rebuild. So 99.7% of lookups fell back to linear scan. Now: - New entries get assigne
  19. [19]6822 facts
    ctx:discord/blah/watt-activation/682
    • full textwatt-activation-682
      text/plain3 KBdoc:agent/watt-activation-682/d73a60c6-dcef-4901-b083-537925f7bdfe
      Show excerpt
      [2026-04-22 15:51] xenonfun: (files: Screenshot_2026-04-22_at_11.51.23_AM.png) [2026-04-22 15:54] xenonfun: done 20000 steps in 7006.5s — best bpb=1.3575 -> data/runs/unified_rotor_gpu_25m/final [2026-04-22 15:55] xenonfun: (files: Scree
  20. [20]6931 fact
    ctx:discord/blah/watt-activation/693
    • full textwatt-activation-693
      text/plain3 KBdoc:agent/watt-activation-693/8372b985-fcfe-4f68-a730-4cd9d14a0fb9
      Show excerpt
      [2026-04-28 23:22] xenonfun: KickModel (sparse extreme — top pick for fast iteration) 25 params total at g=8 (yes, twenty-five). BPB 2.04 on fineweb. Architecture: ∂ₜΨ = [Ω, Ψ] − γ⟨Ψ⟩ + kick, G independent S³ oscillators (3G+1 params), exp

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