Dontopedia

Message1

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-19.)

Message1 has 651 facts recorded in Dontopedia across 4 references, with 54 live disagreements.

651 facts·465 predicates·4 sources·54 in dispute

Mostly:rdf:type(26), donto:mentions(25), donto:claims(16)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Donto:mentionsin disputedonto:mentions

  • Xenonfun[1]all time · Discord:1349727923434815519:1462240469864943626
  • Safiersemantics[1]all time · Discord:1349727923434815519:1462240469864943626
  • Parakeet Tdt 600m[1]all time · Discord:1349727923434815519:1462240469864943626
  • Parakeet Rs[1]all time · Discord:1349727923434815519:1462240469864943626
  • Parakeet Cpp[1]all time · Discord:1349727923434815519:1462240469864943626
  • Qwen[1]all time · Discord:1349727923434815519:1462240469864943626
  • Onnx Runtime[1]all time · Discord:1349727923434815519:1462240469864943626
  • Grace Cores[1]all time · Discord:1349727923434815519:1462240469864943626
  • Metal[1]all time · Discord:1349727923434815519:1462240469864943626
  • Debian Bookworm Slim[1]all time · Discord:1349727923434815519:1462240469864943626

Donto:claimsin disputedonto:claims

  • text identical[1]all time · Discord:1349727923434815519:1462240469864943626
  • 1.8 s cold start[1]all time · Discord:1349727923434815519:1462240469864943626
  • CPU faster than warm GPU[1]all time · Discord:1349727923434815519:1462240469864943626
  • aarch64-CUDA problem evaporates[1]all time · Discord:1349727923434815519:1462240469864943626
  • no GPU needed at all[1]all time · Discord:1349727923434815519:1462240469864943626
  • zero hub code change[1]all time · Discord:1349727923434815519:1462240469864943626
  • 30 MB single binary[1]all time · Discord:1349727923434815519:1462240469864943626
  • ONNX Runtime statically linked[1]all time · Discord:1349727923434815519:1462240469864943626
  • base libs only runtime[1]all time · Discord:1349727923434815519:1462240469864943626
  • debian:bookworm-slim sufficient[1]all time · Discord:1349727923434815519:1462240469864943626

Donto:presupposesin disputedonto:presupposes

  • hub exists[1]all time · Discord:1349727923434815519:1462240469864943626
  • Qwen is deployed[1]all time · Discord:1349727923434815519:1462240469864943626
  • hub calls OpenAI-compatible ASR[1]all time · Discord:1349727923434815519:1462240469864943626
  • hub has asr_base_url config[1]all time · Discord:1349727923434815519:1462240469864943626
  • box has aarch64/Grace CPU[1]all time · Discord:1349727923434815519:1462240469864943626
  • Qwen had 34 s cold start[1]all time · Discord:1349727923434815519:1462240469864943626
  • reboot stale-bind is a known footgun[1]all time · Discord:1349727923434815519:1462240469864943626
  • team previously considered aarch64-CUDA-ONNX wall[1]all time · Discord:1349727923434815519:1462240469864943626
  • team uses Docker[1]all time · Discord:1349727923434815519:1462240469864943626
  • team had a Qwen baseline[1]all time · Discord:1349727923434815519:1462240469864943626

Donto:domain Termsin disputedonto:domainTerms

  • ASR[1]all time · Discord:1349727923434815519:1462240469864943626
  • ONNX[1]all time · Discord:1349727923434815519:1462240469864943626
  • CUDA[1]all time · Discord:1349727923434815519:1462240469864943626
  • PyTorch[1]all time · Discord:1349727923434815519:1462240469864943626
  • RTF[1]all time · Discord:1349727923434815519:1462240469864943626
  • aarch64[1]all time · Discord:1349727923434815519:1462240469864943626
  • VAD[1]all time · Discord:1349727923434815519:1462240469864943626
  • beam+LM[1]all time · Discord:1349727923434815519:1462240469864943626
  • phrase-boost[1]all time · Discord:1349727923434815519:1462240469864943626
  • Metal[1]all time · Discord:1349727923434815519:1462240469864943626

Inbound mentions (41)

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.

donto:containsMessageDonto:contains Message(2)

donto:exhibitedByDonto:exhibited by(2)

donto:sentMessageDonto:sent Message(2)

ex:containsEx:contains(2)

ex:enablesEx:enables(2)

donto:appliesToDonto:applies to(1)

donto:authoredDonto:authored(1)

donto:belongsToDonto:belongs to(1)

donto:containsDonto:contains(1)

donto:describesDonto:describes(1)

donto:firstPairPartDonto:first Pair Part(1)

donto:hasTurnDonto:has Turn(1)

donto:inContextOfDonto:in Context of(1)

donto:initiatedByDonto:initiated by(1)

donto:initiatesInteractionDonto:initiates Interaction(1)

donto:isEmbeddedInDonto:is Embedded in(1)

donto:isRelevantToDonto:is Relevant to(1)

donto:logsDonto:logs(1)

donto:observedByDonto:observed by(1)

donto:precededDonto:preceded(1)

donto:quotedFromDonto:quoted From(1)

donto:servedByDonto:served by(1)

donto:storesDonto:stores(1)

donto:triggeredByDonto:triggered by(1)

donto:triggersDonto:triggers(1)

ex:authoredEx:authored(1)

ex:createdEx:created(1)

ex:describesEx:describes(1)

ex:isAttachedToEx:is Attached to(1)

ex:isAuthorOfEx:is Author of(1)

ex:isNecessaryForEx:is Necessary for(1)

ex:isPartOfEx:is Part of(1)

ex:partOfEx:part of(1)

ex:postedEx:posted(1)

ex:sentEx:sent(1)

sioc:creator_ofSioc:creator of(1)

Other facts (558)

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.

558 facts
PredicateValueRef
Donto:causal ClaimCPU speed caused selection of parakeet-rs[1]
Donto:causal ClaimGrace speed caused obviating GPU[1]
Donto:causal Claimstatic linking removes .so sidecar[1]
Donto:causal ClaimCPU-only removes aarch64-CUDA wall[1]
Donto:causal Claimno PyTorch removes 34 s cold start[1]
Donto:causal Claimno GPU removes reboot stale-bind[1]
Donto:citesspike numbers[1]
Donto:cites4 unit tests[1]
Donto:citestwo clip benchmarks[1]
Donto:citesbad input test[1]
Donto:citesRTF comparison[1]
Donto:citescold start comparison[1]
Donto:contrastCPU vs GPU[1]
Donto:contrastparakeet-rs vs parakeet.cpp[1]
Donto:contrast1.8 s vs 34 s[1]
Donto:contrast30 MB vs GB-image[1]
Donto:contrastRTF 0.05 vs 0.07[1]
Donto:implicaturedeployment is recommended now[1]
Donto:implicatureall major risks addressed[1]
Donto:implicatureno further blockers[1]
Donto:implicaturecutover is safe[1]
Donto:implicatureImage Speaks for Itself[2]
Ex:referencesDgx[1]
Ex:referencesPostgres[1]
Ex:referencesReaders[1]
Ex:referencesMemory[1]
Ex:referencesStuff[1]
Donto:tonedirect[1]
Donto:tonedata-driven[1]
Donto:toneassertive[1]
Donto:tonecelebratory[1]
Donto:evidencetwo clips benchmarked[1]
Donto:evidence4 unit tests pass[1]
Donto:evidencebad input tested[1]
Donto:evidenceendpoints verified[1]
Donto:excludes ComponentPoll[2]
Donto:excludes ComponentEmbed[2]
Donto:excludes ComponentCode Block[2]
Donto:excludes ComponentQuote Block[2]
Ex:has TopicPostgres Migration[1]
Ex:has TopicMemory Management[1]
Ex:has TopicWorkload Consolidation[1]
Ex:has TopicCapacity Planning[1]
Ex:toneOperational[1]
Ex:toneCasual[1]
Ex:toneResigned[1]
Ex:toneunknown[4]
Ex:contains Tokenxenonfun[4]
Ex:contains Token#hardware[4]
Ex:contains Tokenno text[4]
Ex:contains Tokenimage attachment only[4]
Donto:is aStatus Update[1]
Donto:is aProgress Report[1]
Donto:is aNotification[1]
Donto:is aInformal Announcement[1]
Donto:contains Phraseit works now[1]
Donto:contains Phrasecan download[1]
Donto:contains Phrasethe images[1]
Donto:contains Phraselook over[1]
Donto:has ToneCasual[1]
Donto:has ToneOptimistic[1]
Donto:has ToneMatter of Fact[1]
Donto:has ToneConfident[1]
Donto:implicatesapproval sought from channel[1]
Donto:implicatesdrop-in replacement recommended[1]
Donto:implicatesspeaker is competent deployer[1]
Donto:has AuthorXenonfun[2]
Donto:has AuthorXenonfun[3]
Donto:has AuthorXenonfun[1]
Donto:speech Act TypeExpressive[2]
Donto:speech Act TypeInformative[2]
Donto:speech Act TypeDirective[2]
Donto:excludes Media TypeVideo[2]
Donto:excludes Media TypeAudio[2]
Donto:excludes Media TypeEmbedded Link[2]
Donto:adheres toGricean Maxim of Relevance[3]
Donto:adheres toGricean Maxim of Brevity[3]
Donto:adheres toGricean Maxim of Clarity[3]
Ex:has ModalityDeontic[1]
Ex:has ModalityEpistemic[1]
Ex:has ModalityDynamic[1]
Donto:has Speech ActAssertive[1]
Donto:has Speech ActRepresentative[1]
Donto:has Speech ActExpressive[1]
Donto:has Implicaturespeaker previously had a problem that is now resolved[1]
Donto:has Implicaturespeaker has been working on a task involving images[1]
Donto:has Implicaturethe working state is a change from a prior non-working state[1]
Donto:has ClauseClause1[1]
Donto:has ClauseClause2[1]
Donto:has ClauseClause3[1]
Donto:expressesRelief[1]
Donto:expressesAccomplishment[1]
Donto:expressesAgency[1]
Donto:registertechnical[1]
Donto:registerInformal[2]
Donto:sentimentpositive[1]
Donto:sentimentNeutral[2]
Donto:mooddeclarative[1]
Donto:moodUnknown[2]
Donto:politenesslow-formal[1]

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.

typeclaims/session/discord:1349727923434815519:1462240469864943626
donto:ChatMessage
authoredByclaims/session/discord:1349727923434815519:1462240469864943626
ex:xenonfun
postedInclaims/session/discord:1349727923434815519:1462240469864943626
ex:safiersemantics
topicclaims/session/discord:1349727923434815519:1462240469864943626
ex:ASR_optimizations
speechActclaims/session/discord:1349727923434815519:1462240469864943626
donto:InformAssert
registerclaims/session/discord:1349727923434815519:1462240469864943626
technical
sentimentclaims/session/discord:1349727923434815519:1462240469864943626
positive
moodclaims/session/discord:1349727923434815519:1462240469864943626
declarative
politenessclaims/session/discord:1349727923434815519:1462240469864943626
low-formal
codeSwitchingclaims/session/discord:1349727923434815519:1462240469864943626
true
containsCodeclaims/session/discord:1349727923434815519:1462240469864943626
true
emojiPresentclaims/session/discord:1349727923434815519:1462240469864943626
true
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
hub exists
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
Qwen is deployed
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
hub calls OpenAI-compatible ASR
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
hub has asr_base_url config
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
box has aarch64/Grace CPU
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
Qwen had 34 s cold start
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
reboot stale-bind is a known footgun
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
team previously considered aarch64-CUDA-ONNX wall
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
team uses Docker
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
team had a Qwen baseline
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
parakeet.cpp was a candidate
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
parakeet-rs was a candidate
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
OpenAI API is the team's contract
presupposesclaims/session/discord:1349727923434815519:1462240469864943626
benchmark clips are representative
implicatesclaims/session/discord:1349727923434815519:1462240469864943626
approval sought from channel
implicatesclaims/session/discord:1349727923434815519:1462240469864943626
drop-in replacement recommended
implicatesclaims/session/discord:1349727923434815519:1462240469864943626
speaker is competent deployer
audienceclaims/session/discord:1349727923434815519:1462240469864943626
#safiersemantics team
mediumclaims/session/discord:1349727923434815519:1462240469864943626
chat
has_quoted_blockclaims/session/discord:1349727923434815519:1462240469864943626
true
quoteCountclaims/session/discord:1349727923434815519:1462240469864943626
1
trailing_lineclaims/session/discord:1349727923434815519:1462240469864943626
drop in replacement as it.
uses_emojiclaims/session/discord:1349727923434815519:1462240469864943626
emoji_meaningclaims/session/discord:1349727923434815519:1462240469864943626
pass/verified
uses_arrowclaims/session/discord:1349727923434815519:1462240469864943626
uses_plusclaims/session/discord:1349727923434815519:1462240469864943626
+
uses_backticksclaims/session/discord:1349727923434815519:1462240469864943626
true
uses_bullet_pointsclaims/session/discord:1349727923434815519:1462240469864943626
true
hasCodeBlockclaims/session/discord:1349727923434815519:1462240469864943626
true
codeBlockLanguageclaims/session/discord:1349727923434815519:1462240469864943626
unspecified
formattingclaims/session/discord:1349727923434815519:1462240469864943626
markdown-ish
channelclaims/session/discord:1349727923434815519:1462240469864943626
#safiersemantics
temporalclaims/session/discord:1349727923434815519:1462240469864943626
recent
platformclaims/session/discord:1349727923434815519:1462240469864943626
chat (e.g. Slack/Discord)
claimsclaims/session/discord:1349727923434815519:1462240469864943626
text identical
claimsclaims/session/discord:1349727923434815519:1462240469864943626
1.8 s cold start
claimsclaims/session/discord:1349727923434815519:1462240469864943626
CPU faster than warm GPU
claimsclaims/session/discord:1349727923434815519:1462240469864943626
aarch64-CUDA problem evaporates
claimsclaims/session/discord:1349727923434815519:1462240469864943626
no GPU needed at all
claimsclaims/session/discord:1349727923434815519:1462240469864943626
zero hub code change
claimsclaims/session/discord:1349727923434815519:1462240469864943626
30 MB single binary
claimsclaims/session/discord:1349727923434815519:1462240469864943626
ONNX Runtime statically linked
claimsclaims/session/discord:1349727923434815519:1462240469864943626
base libs only runtime
claimsclaims/session/discord:1349727923434815519:1462240469864943626
debian:bookworm-slim sufficient
claimsclaims/session/discord:1349727923434815519:1462240469864943626
Grace CPU faster than warm Qwen-GPU
claimsclaims/session/discord:1349727923434815519:1462240469864943626
kills 34 s cold start
claimsclaims/session/discord:1349727923434815519:1462240469864943626
kills reboot stale-bind footgun
claimsclaims/session/discord:1349727923434815519:1462240469864943626
parakeet-rs over parakeet.cpp
claimsclaims/session/discord:1349727923434815519:1462240469864943626
parakeet.cpp Metal edge moot
claimsclaims/session/discord:1349727923434815519:1462240469864943626
parakeet.cpp is fallback
toneclaims/session/discord:1349727923434815519:1462240469864943626
direct
toneclaims/session/discord:1349727923434815519:1462240469864943626
data-driven
toneclaims/session/discord:1349727923434815519:1462240469864943626
assertive
toneclaims/session/discord:1349727923434815519:1462240469864943626
celebratory
jargonDensityclaims/session/discord:1349727923434815519:1462240469864943626
high
abbreviationsclaims/session/discord:1349727923434815519:1462240469864943626
ASR, RTF, GPU, CPU, MB, ms, s
audienceExpertiseclaims/session/discord:1349727923434815519:1462240469864943626
peer engineers
expectedReactionclaims/session/discord:1349727923434815519:1462240469864943626
approval
convictionclaims/session/discord:1349727923434815519:1462240469864943626
high
evidenceQualityclaims/session/discord:1349727923434815519:1462240469864943626
empirical
evidenceclaims/session/discord:1349727923434815519:1462240469864943626
two clips benchmarked
evidenceclaims/session/discord:1349727923434815519:1462240469864943626
4 unit tests pass
evidenceclaims/session/discord:1349727923434815519:1462240469864943626
bad input tested
evidenceclaims/session/discord:1349727923434815519:1462240469864943626
endpoints verified
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
ASR
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
ONNX
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
CUDA
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
PyTorch
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
RTF
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
aarch64
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
VAD
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
beam+LM
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
phrase-boost
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
Metal
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
Grace cores
domainTermsclaims/session/discord:1349727923434815519:1462240469864943626
bookworm-slim
technical_depthclaims/session/discord:1349727923434815519:1462240469864943626
deep
estimatedReadingTimeclaims/session/discord:1349727923434815519:1462240469864943626
2-3 min
actionabilityclaims/session/discord:1349727923434815519:1462240469864943626
high
hasCheckmarksclaims/session/discord:1349727923434815519:1462240469864943626
true
usesDashesclaims/session/discord:1349727923434815519:1462240469864943626
true
usesColonsclaims/session/discord:1349727923434815519:1462240469864943626
true
usesSlashclaims/session/discord:1349727923434815519:1462240469864943626
true
slashUseclaims/session/discord:1349727923434815519:1462240469864943626
v1/models
structureclaims/session/discord:1349727923434815519:1462240469864943626
title + body + bullets + conclusion
titleSectionclaims/session/discord:1349727923434815519:1462240469864943626
ASR optimizations:
bodySectionsclaims/session/discord:1349727923434815519:1462240469864943626
What it is, Verified, Shape, Key takeaways
whatItIsclaims/session/discord:1349727923434815519:1462240469864943626
Rust daemon wrapping Parakeet
verifiedclaims/session/discord:1349727923434815519:1462240469864943626
end-to-end
shapeclaims/session/discord:1349727923434815519:1462240469864943626
30 MB binary
keyTakeawaysclaims/session/discord:1349727923434815519:1462240469864943626
2
conclusionclaims/session/discord:1349727923434815519:1462240469864943626
drop in replacement
lineCountclaims/session/discord:1349727923434815519:1462240469864943626
21
wordCountclaims/session/discord:1349727923434815519:1462240469864943626
~250
densityclaims/session/discord:1349727923434815519:1462240469864943626
high
linksclaims/session/discord:1349727923434815519:1462240469864943626
none
imagesclaims/session/discord:1349727923434815519:1462240469864943626
none
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:xenonfun
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:safiersemantics
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:Parakeet_TDT_600m
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:parakeet_rs
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:parakeet_cpp
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:Qwen
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:ONNX_Runtime
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:Grace_cores
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:Metal
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:debian_bookworm_slim
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:CUDA
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:hub
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:asr_base_url
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:OpenAI_API_contract
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:VAD
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:beam_LM
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:phrase_boost
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:reboot_stale_bind
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:Dockerfile
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:README
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:fetch_model_sh
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:unit_tests
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:clip_3_3s
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:clip_10_5s
mentionsclaims/session/discord:1349727923434815519:1462240469864943626
ex:bad_input_test
causalClaimclaims/session/discord:1349727923434815519:1462240469864943626
CPU speed caused selection of parakeet-rs
causalClaimclaims/session/discord:1349727923434815519:1462240469864943626
Grace speed caused obviating GPU
causalClaimclaims/session/discord:1349727923434815519:1462240469864943626
static linking removes .so sidecar
causalClaimclaims/session/discord:1349727923434815519:1462240469864943626
CPU-only removes aarch64-CUDA wall
causalClaimclaims/session/discord:1349727923434815519:1462240469864943626
no PyTorch removes 34 s cold start
causalClaimclaims/session/discord:1349727923434815519:1462240469864943626
no GPU removes reboot stale-bind
contrastclaims/session/discord:1349727923434815519:1462240469864943626
CPU vs GPU
contrastclaims/session/discord:1349727923434815519:1462240469864943626
parakeet-rs vs parakeet.cpp
contrastclaims/session/discord:1349727923434815519:1462240469864943626
1.8 s vs 34 s
contrastclaims/session/discord:1349727923434815519:1462240469864943626
30 MB vs GB-image
contrastclaims/session/discord:1349727923434815519:1462240469864943626
RTF 0.05 vs 0.07
numbersGivenclaims/session/discord:1349727923434815519:1462240469864943626
3.3, 227, 10.5, 409, 1.8, 0.05, 0.07, 34, 30, 4, 8112, 8101, 400
unitsGivenclaims/session/discord:1349727923434815519:1462240469864943626
s, ms, MB
temporalAnchorclaims/session/discord:1349727923434815519:1462240469864943626
benchmark recently completed
spatialAnchorclaims/session/discord:1349727923434815519:1462240469864943626
this box
languageclaims/session/discord:1349727923434815519:1462240469864943626
English
hasApostropheclaims/session/discord:1349727923434815519:1462240469864943626
true
contractionsclaims/session/discord:1349727923434815519:1462240469864943626
That's
pluralNounsclaims/session/discord:1349727923434815519:1462240469864943626
takeaways, libs, cores, scripts, tests
confidenceMarkersclaims/session/discord:1349727923434815519:1462240469864943626
verified, identical, kills, evaporates
hedgeMarkersclaims/session/discord:1349727923434815519:1462240469864943626
~0.05
honestyMarkersclaims/session/discord:1349727923434815519:1462240469864943626
compared to live Qwen
limitsMentionedclaims/session/discord:1349727923434815519:1462240469864943626
no Mac-GPU throughput
limitsMentionedclaims/session/discord:1349727923434815519:1462240469864943626
fallback kept
implicatureclaims/session/discord:1349727923434815519:1462240469864943626
deployment is recommended now
implicatureclaims/session/discord:1349727923434815519:1462240469864943626
all major risks addressed
implicatureclaims/session/discord:1349727923434815519:1462240469864943626
no further blockers
implicatureclaims/session/discord:1349727923434815519:1462240469864943626
cutover is safe
citesclaims/session/discord:1349727923434815519:1462240469864943626
spike numbers
citesclaims/session/discord:1349727923434815519:1462240469864943626
4 unit tests
citesclaims/session/discord:1349727923434815519:1462240469864943626
two clip benchmarks
citesclaims/session/discord:1349727923434815519:1462240469864943626
bad input test
citesclaims/session/discord:1349727923434815519:1462240469864943626
RTF comparison
citesclaims/session/discord:1349727923434815519:1462240469864943626
cold start comparison
advocacyclaims/session/discord:1349727923434815519:1462240469864943626
strong
decisiveclaims/session/discord:1349727923434815519:1462240469864943626
true
postureclaims/session/discord:1349727923434815519:1462240469864943626
leadership
typeclaims/session/discord:1349727923434815519:1450862713218797760
donto:ChatMessage
typeclaims/session/discord:1349727923434815519:1450862713218797760
donto:Message
typeclaims/session/discord:1349727923434815519:1450862713218797760
donto:DigitalArtifact
typeclaims/session/discord:1349727923434815519:1450862713218797760
donto:CommunicationAct
typeclaims/session/discord:1349727923434815519:1450862713218797760
donto:SocialAct
typeclaims/session/discord:1349727923434815519:1450862713218797760
donto:ImageOnlyMessage
typeclaims/session/discord:1349727923434815519:1450862713218797760
donto:MediaMessage
typeclaims/session/discord:1349727923434815519:1450862713218797760
donto:NonVerbalMessage
hasAuthorclaims/session/discord:1349727923434815519:1450862713218797760
ex:xenonfun
wasSentInclaims/session/discord:1349727923434815519:1450862713218797760
ex:channelMaldoror
hasTextContentclaims/session/discord:1349727923434815519:1450862713218797760
false
containsNoTextclaims/session/discord:1349727923434815519:1450862713218797760
true
hasImageAttachmentclaims/session/discord:1349727923434815519:1450862713218797760
true
containsAttachmentclaims/session/discord:1349727923434815519:1450862713218797760
ex:imageAttachment1
hasAttachmentTypeclaims/session/discord:1349727923434815519:1450862713218797760
donto:Image
hasNoTextBodyclaims/session/discord:1349727923434815519:1450862713218797760
true
isEmptyOfTextclaims/session/discord:1349727923434815519:1450862713218797760
true
wasDeliveredclaims/session/discord:1349727923434815519:1450862713218797760
true
isVisualCommunicationclaims/session/discord:1349727923434815519:1450862713218797760
true
lacksVerbalContentclaims/session/discord:1349727923434815519:1450862713218797760
true
hasContentTypeclaims/session/discord:1349727923434815519:1450862713218797760
donto:Image
hasTimestampclaims/session/discord:1349727923434815519:1450862713218797760
donto:Unknown
hasMessageIDclaims/session/discord:1349727923434815519:1450862713218797760
donto:Unknown
hasEditStatusclaims/session/discord:1349727923434815519:1450862713218797760
donto:Unknown
hasDeletionStatusclaims/session/discord:1349727923434815519:1450862713218797760
donto:NotDeleted
hasReactionCountclaims/session/discord:1349727923434815519:1450862713218797760
donto:Unknown
hasReplyCountclaims/session/discord:1349727923434815519:1450862713218797760
donto:Unknown
isOnePartclaims/session/discord:1349727923434815519:1450862713218797760
true
hasExactlyOneAttachmentclaims/session/discord:1349727923434815519:1450862713218797760
true

References (4)

4 references
  1. ctx:memory/claims/session/discord:1349727923434815519:1462240469864943626
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      xenonfun in #safiersemantics: images page starting.
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      text/plain63 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/84f752e5-8df6-4f35-b961-123de5ea6bba
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      xenonfun in #safiersemantics: (no text — image attachment only)
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      xenonfun in #safiersemantics: well perhaps this is messy for sure. wish I just had bigger disk. stupid acer was $200 more with 4tb recently...
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      text/plain236 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/f8d3c435-9bf4-4e02-b989-975ae9164c4a
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      xenonfun in #safiersemantics: well that was kinda impressive, NFS wedged (Again). found root source, NFS server was set to auto idle (WTF?) at least the NIC wasn't core issue, so that is good. restarted NFS and claude came back to life.
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      text/plain49 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/8ba9590f-01a7-4afe-b877-9a00935ce945
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      xenonfun in #safiersemantics: failing faster now.
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      text/plain63 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/8343805f-7357-46d5-a95f-63ae94f47c5e
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      xenonfun in #safiersemantics: (no text — image attachment only)
    • full textctx:memory/claims/session/discord:1349727923434815519:1462240469864943626
      text/plain235 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/1d7f7d95-9bee-4226-bc0d-887f636f941b
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      xenonfun in #safiersemantics: ✶ Propagating… (8m 35s · ↓ 28.4k tokens) ⎿  ◻ Manual-invoke image builds as CI jobs + UI single-job trigger ◻ [LARGER] Publish named images to uranus OCI feed + k3s pulls from there (retire --local)
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      text/plain142 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/0de5e096-8078-43b8-a191-4807fedd4e6d
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      xenonfun in #safiersemantics: will get docker images as well some UI exposure. as it is also hosting its own images, or will be again shortly.
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      text/plain124 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/1ce49165-c5e5-471e-80e4-5f6602af8652
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      xenonfun in #safiersemantics: looks like shit but guess it counts, don't think I ever actually published package and viewed.
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      text/plain349 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/cb2c8f8f-b720-41b3-86f6-45f83fed3537
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      xenonfun in #safiersemantics: I really need to split build up for bigger projects: perhaps publish and pull the crates (which then are all sccached), would probably improve build cycle times as a lot of them don't get touched in a feature u
    • full textctx:memory/claims/session/discord:1349727923434815519:1462240469864943626
      text/plain42 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/7950c82a-d307-45d3-ac87-8fc9efc28eb5
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      xenonfun in #safiersemantics: tags now too
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      text/plain51 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/b45666ea-e93d-4140-8811-4709f8f05fcf
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      xenonfun in #safiersemantics: better luck next-time
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      text/plain55 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/2f795fdf-bc52-454a-a194-c356f6232465
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      xenonfun in #safiersemantics: self release time, again.
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      text/plain117 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/bde92f9b-4fd0-4c64-a100-e758040bb0c2
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      xenonfun in #safiersemantics: crates are coming back. getting orleans-rust-client fixed up so will do whole publish .
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      text/plain354 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/f98a1ffe-c580-4c82-a7d5-bb384ba3345b
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      xenonfun in #safiersemantics: ● The OCI restoration Understand workflow (wmb8i3k3n) is running — read-only mapping of the registry impl, the prior working publish flow (from git history), the DGX-era change, and exposure, then a restorati
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      text/plain129 Bdoc:memory/claims/session/discord:1349727923434815519:1462240469864943626/49018b70-24e7-4958-8323-774ef3894f18
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      xenonfun in #safiersemantics: okay now its gotta rediscover we already build a whole OCI endpoint its gotta start using it again.
  2. ctx:memory/claims/session/discord:1349727923434815519:1450862713218797760
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      xenonfun in #maldoror: remember when coding them most of it was your pathing algo, building up a map with probabilies as much as possible, when antenna showed up protocols to transmit that map to others of your kind, some people did cooprat
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      xenonfun in #maldoror: but could change that around perhaps `x` LLM tokens for a brain prompt, and limited response tokens/thinking as well to augment code.
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      text/plain494 Bdoc:memory/claims/session/discord:1349727923434815519:1450862713218797760/e5db94b0-98b9-49ba-8f61-f5623696f273
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      xenonfun in #maldoror: Big callout: the original terrariumapp/terrarium license has a non-commercial educational-use limitation, so for a true open playground demo I’d make this a clean-room remake and only reuse code/assets after a license
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      text/plain606 Bdoc:memory/claims/session/discord:1349727923434815519:1450862713218797760/7f0ea203-5f1c-4aa5-b883-e5d3c3dc25aa
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      xenonfun in #maldoror: Terrarium is a richer target than a simple port: the repo has the old client engine, organism SDK, peer-to-peer teleport code, SOAP-era server services, samples, and art assets. I’m narrowing that into “what must be p
    • full textctx:memory/claims/session/discord:1349727923434815519:1450862713218797760
      text/plain134 Bdoc:memory/claims/session/discord:1349727923434815519:1450862713218797760/dc814280-f06f-4db1-82e4-ab7c08fd1ef2
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      xenonfun in #maldoror: putting codex on a plan to make me plugins like the TTS/ASR grains patterns and will see what it comes up with.
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      text/plain45 Bdoc:memory/claims/session/discord:1349727923434815519:1450862713218797760/949d7db8-d75d-41f9-ad4e-9354f0bbb7bb
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      xenonfun in #maldoror: was from before github
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      xenonfun in #maldoror: yeah its all released, there was guy 9yrs ago working on 2.0 version, the first one touched every part of .NET 1 and things got dropped in 2.0 plus DirectX junk so became really hard to port. I tried a couple times. H
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      ajaxdavis in #maldoror: lol nice, do you have the source code
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      xenonfun in #maldoror: this is the Terrarium .NET 1.0 I spent hundreds of hours building things for. now you could make 3d version, sky and sea creatures, and hybrids.
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      lisamegawatts in #maldoror: i moved it here https://tellus.flobots.xyz/ still not quite working
  3. ctx:memory/claims/session/discord:1349727923434815519:1357475522711654440
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      xenonfun in #random: https://x.com/RT_India_news/status/2061775217157087407?s=20
  4. ctx:memory/claims/session/discord:1349727923434815519:1474609483052355796
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      xenonfun in #hardware: <@823468778704076810> highly recommend you check it out. will post recipe its still tweaking a bit.
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      xenonfun in #hardware: Outstanding — 11/11 grounded inside bbox, mean error 4px on the real dense dashboard, and the live clicks landed exactly on 📊 monitor and 🌐 network. Let me visually confirm the clicks actually switched views.
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      xenonfun in #hardware: yeah its impressive
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      xenonfun in #hardware: ``` Concurrency sweep (mixed image+text, 256 tok out) — 46/46 OK ┌──────┬─────────────┬──────┬──────┐ │ Conc │ Gen tput │ p50 │ p95 │ ├──────┼─────────────┼──────┼──────┤ │ 1 │ 75.8 tok/s │ 3.0s │
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      xenonfun in #hardware: All the earlier verifications still stand from this same running instance: KV fit at 0.35 (18 GB / 1.79M tokens → 6.84× at full 256K), tool calling working (structured tool_calls, qwen3_coder), and 44K-token needle
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      xenonfun in #hardware: running it thru some tests now.
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      xenonfun in #hardware: yeah its looking pretty solid
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      xenonfun in #hardware: would be nice if FP4 worked. Your GPU does not have native support for FP4 computation but FP4 quantization is being used. Weight-only FP4 compression will be used leveraging the Marlin kernel. This may degrade perfor
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      xenonfun in #hardware: holo3.1 running. faster than nemo with zero optimization, will see how it goes: https://huggingface.co/Hcompany/Holo-3.1-35B-A3B-NVFP4
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      xenonfun in #hardware: yeah I was going to start looking but that guy been working on it. glad can quant as they are heavy.
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      ajaxdavis in #hardware: that will be pretty sick to have locally
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      text/plain65 Bdoc:memory/claims/session/discord:1349727923434815519:1474609483052355796/75f74b9d-cda4-40da-89a3-7081ca688dd6
      Show excerpt
      xenonfun in #hardware: https://x.com/i/status/2061810401013100871

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