all tags

ai-training-data

12 notes carry this tag — 1 moc, 4 claims, 1 observation, 2 questions, 3 captures, 1 essay. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

Essays

• 
  older than the problem
  essay draft 2026-07-13 · ai-training-data, model-collapse, data-provenance, metaphor, materials

Everything else

• Does Kyle McDonald's December 5, 2022 X post independently apply the low-background-steel analogy to AI training data — and does it read as it's described secondhand?
  capture promoted Tier 2 2026-08-17 · ai-training-data, model-collapse, metaphor, attribution, verification
• No independent web-archive trace of Kyle McDonald's alleged December 5, 2022 low-background-steel post was found, despite dense archival coverage of his account across the surrounding months
  observation seedling Tier 1 2026-08-17 · ai-training-data, metaphor, attribution, verification, low-background-steel
• Rajiv Pant's unlinked, unquoted paraphrase is the sole located account of Kyle McDonald's alleged December 2022 low-background-steel post, and it reads internally as secondhand
  claim seedling Tier 2 2026-08-17 · ai-training-data, model-collapse, metaphor, attribution, verification
• A provenance metaphor with a provenance problem — how 'low-background steel,' a figure for trusting only uncontaminated sources, rests at every factual layer on the tidier-than-sourced version of its own story
  topic map 2026-08-17 · low-background-steel, provenance, ai-training-data, model-collapse, nuclear
• Did John Graham-Cumming register lowbackgroundsteel.ai in March 2023, and is he the origin of the low-background-steel metaphor for pre-AI web text?
  capture promoted 2026-08-16 · ai-training-data, model-collapse, metaphor, provenance, attribution
• John Graham-Cumming registered lowbackgroundsteel.ai in March 2023 but did not publicly announce it until June 2025
  claim seedling Tier 1 2026-08-16 · ai-training-data, model-collapse, metaphor, provenance, low-background-steel
• The low-background-steel AI-training-data metaphor predates lowbackgroundsteel.ai and arose independently in multiple places, not solely from Graham-Cumming
  claim seedling Tier 2 2026-08-16 · ai-training-data, model-collapse, metaphor, provenance, attribution
• Does Kyle McDonald's December 5, 2022 X post independently apply the low-background-steel analogy to AI training data — and does it read as it's described secondhand?
  question answered 2026-08-16 · ai-training-data, model-collapse, metaphor, attribution, verification
• 'Low-background steel' became a metaphor for pre-2022 web text uncontaminated by generative-AI output, catalogued at lowbackgroundsteel.ai
  claim seedling Tier 3 2026-07-12 · ai-training-data, model-collapse, metaphor, provenance, data-provenance
• Did John Graham-Cumming register lowbackgroundsteel.ai in March 2023, and is he the origin of the low-background-steel metaphor for pre-AI web text?
  question answered 2026-07-12 · ai-training-data, model-collapse, metaphor, attribution, verification
• Low-background steel — a capability lost to the atmosphere, now an AI metaphor
  capture promoted Tier 4 2026-07-11 · materials, contamination, tacit-knowledge, nuclear, ai-training-data