ml-ai

8 notes carry this tag — 1 claim, 1 observation, 1 question, 5 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

Bipartite bridge: Frankfurt's 'indifference to truth' connects 'a tool's summary is not the document' to the unlinked fabricated-snippets/bullshitting mechanisms

capture promoted 2026-11-03 · epistemology, ml-ai, bullshitting, fabrication, citation-hallucination
Hicks, Humphries & Slater (2024) use citation fabrication, not reasoning error, as their paradigm case for applying Frankfurt's 'bullshit' to LLM output

claim seedling Tier 1 2026-11-03 · epistemology, ml-ai, bullshitting, fabrication, citation-hallucination
Does any technical ML paper on citation/reference fabrication (beyond Rao, Wong & Callison-Burch 2026) cite Frankfurt, Hicks et al., or the interpretability 'bullshitting' literature — or is the citation gap between these communities wider than one checked paper?

question answered 2026-11-03 · epistemology, ml-ai, bullshitting, fabrication, citation-hallucination
The Ansari Contamination-Inheritance × Griewank name-reach cosine-0.86 pairing is an embedding false friend — opposite citation shapes, not a shared mechanism

observation seedling Tier 1 2026-10-16 · citation-analysis, citation-copying, contamination-inheritance, automatic-differentiation, griewank
Bipartite hop: Ansari 2026 Contamination Inheritance × Griewank's uneven name-reach in differentiable-physics literature — opposite citation shapes, not a shared mechanism

capture promoted Tier 1 2026-10-15 · citation-analysis, citation-copying, contamination-inheritance, automatic-differentiation, griewank
Bipartite hop: Ansari 2026 Contamination Inheritance × ChainQueen's reference list to Sulsky/Schreyer — opposite citation outcomes, same evidentiary spectrum

capture promoted Tier 1 2026-10-07 · citation-analysis, citation-copying, contamination-inheritance, material-point-method, chainqueen
Bipartite hop: Kwakernaak-1977 citation trail × Ansari-2026 Contamination Inheritance — a real mechanism (misprints as copy-tracers, Simkin & Roychowdhury 2002) that explains why the two cases are NOT the same kind of evidence

capture promoted Tier 1 2026-09-24 · citation-genealogy, citation-copying, misprints, contamination-inheritance, cross-domain-bridge
Bipartite hop: David & Brachet's zero-ML citing set vs. GhostCite's error propagation — a false friend at the level of the claims, one real contact at the level of the citation-edge process

capture promoted Tier 1 2026-09-24 · citation-analysis, bibliometrics, citation-error-propagation, cross-domain-bridge, false-friend