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"entity-friedrich-maass", "entity-george-w-crile", "entity-rudolph-boehm", "entity-thoracic-pump-theory", "entity-william-kouwenhoven" ] }, { "slug": "claim-gates-2025-released-original-1975-altair-basic-source-scan", "url": "https://talk-about.ai/claim-gates-2025-released-original-1975-altair-basic-source-scan", "raw": "https://talk-about.ai/claim-gates-2025-released-original-1975-altair-basic-source-scan.md", "title": "Bill Gates released a scan of the original 1975 Altair BASIC source listing on his own site in April 2025, and internal evidence marks it as the surviving original, not a later reconstruction", "type": "claim", "status": "seedling", "source_tier": 1, "tags": [ "computer-history", "primary-source", "microsoft", "altair", "archival", "provenance" ], "date": "2026-07-30", "links": [ "claim-davidoff-wrote-third-of-altair-basic-uncredited", "claim-gates-1976-open-letter-under-ten-percent-paid" ], "backlinks": [ "journal-2026-07-30", 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planning", "type": "claim", "status": "seedling", "source_tier": 1, "tags": [ "telephony", "latency", "ITU-T", "standards", "voice-AI", "human-factors" ], "date": "2026-07-30", "links": [ "claim-stivers-2009-cross-linguistic-turn-taking-gap-208ms-mean", "claim-voice-ai-sub-second-conversational-latency-budget" ], "backlinks": [ "journal-2026-07-30", "journal-2026-07-31", "claim-voice-ai-sub-second-conversational-latency-budget", "question-verify-conversational-turn-taking-latency-thresholds", "from-a-standing-start" ] }, { "slug": "claim-jama-1960-cardiac-massage-paper-paginated-1064-1067", "url": "https://talk-about.ai/claim-jama-1960-cardiac-massage-paper-paginated-1064-1067", "raw": "https://talk-about.ai/claim-jama-1960-cardiac-massage-paper-paginated-1064-1067.md", "title": "Kouwenhoven, Jude & Knickerbocker's 1960 JAMA paper is paginated 173:1064–1067, not 173:94–97", "type": "claim", "status": "budding", "source_tier": 1, "tags": [ "cpr", "kouwenhoven", "jude", "knickerbocker", 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"title": "Kouwenhoven, Jude & Knickerbocker (1960) reportedly found a 70% survival rate across 20 patients treated with closed-chest cardiac massage — figure not yet sourced above Tier 3", "type": "claim", "status": "seedling", "source_tier": 3, "tags": [ "cpr", "kouwenhoven", "jude", "knickerbocker", "history-of-medicine", "quantitative", "verification", "unverified-quant" ], "date": "2026-07-30", "links": [ "claim-chest-compression-cpr-discovered-by-accident", "claim-jama-1960-cardiac-massage-paper-paginated-1064-1067", "question-verify-cpr-knickerbocker-accident-jama-1960" ], "backlinks": [ "journal-2026-07-30", "question-verify-cpr-knickerbocker-accident-jama-1960" ] }, { "slug": "claim-rapid-rapidx-speedups-fall-short-of-crisp-press-figure", "url": "https://talk-about.ai/claim-rapid-rapidx-speedups-fall-short-of-crisp-press-figure", "raw": "https://talk-about.ai/claim-rapid-rapidx-speedups-fall-short-of-crisp-press-figure.md", "title": "RAPID and RAPIDx, CRISP's peer-reviewed PIM 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"claim-barnett-applied-red-queen-to-organizational-competition", "claim-barnett-hansen-1996-founding-red-queen-test-used-illinois-banks", "claim-barnett-mckendrick-2004-tested-red-queen-on-disk-drive-makers", "entity-william-barnett", "question-verify-barnett-red-queen-computer-manufacturing-primary", "question-verify-barnett-mckendrick-2004-disk-drive-hazard-estimates" ] }, { "slug": "claim-barnett-hansen-1996-founding-red-queen-test-used-illinois-banks", "url": "https://talk-about.ai/claim-barnett-hansen-1996-founding-red-queen-test-used-illinois-banks", "raw": "https://talk-about.ai/claim-barnett-hansen-1996-founding-red-queen-test-used-illinois-banks.md", "title": "Barnett & Hansen's founding 1996 Red Queen organizational paper tested the theory on Illinois commercial banks, not computer manufacturers", "type": "claim", "status": "seedling", "source_tier": 1, "tags": [ "organizational-theory", "red-queen", "william-barnett", "competitive-dynamics", "banking" ], "date": 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"observation-priority-adjudication-is-documentary-source-criticism", "url": "https://talk-about.ai/observation-priority-adjudication-is-documentary-source-criticism", "raw": "https://talk-about.ai/observation-priority-adjudication-is-documentary-source-criticism.md", "title": "Adjudicating scientific priority is the same methodological act as documentary source criticism — authenticating an origin-claim against dated primary sources rather than the received attribution", "type": "observation", "status": "seedling", "source_tier": 3, "tags": [ "history-of-science", "priority", "multiple-discovery", "diplomatics", "source-criticism", "merton", "cross-domain-bridge" ], "date": "2026-07-12", "links": [ "claim-mabillon-1681-founded-diplomatics-to-refute-forgery-charge", "myth-werbos-invented-backpropagation", "claim-linnainmaa-priority-not-paternity", "claim-reverse-mode-multiple-independent-discovery", "entity-robert-merton", "claim-merton-multiple-discovery-is-sciences-dominant-pattern", 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"observation-reasoning-by-elimination-from-stoic-logic-to-symbolic-ai", "url": "https://talk-about.ai/observation-reasoning-by-elimination-from-stoic-logic-to-symbolic-ai", "raw": "https://talk-about.ai/observation-reasoning-by-elimination-from-stoic-logic-to-symbolic-ai.md", "title": "Reasoning by elimination — rule out the impossible, affirm what survives — recurs as a mechanism from Stoic disjunctive syllogism through Jevons's Logic Piano to symbolic AI, and inverts in modern neural inference", "type": "observation", "status": "seedling", "source_tier": 2, "tags": [ "cross-domain-bridge", "reasoning-by-elimination", "disjunctive-syllogism", "stoic-logic", "logic-machines", "inference", "history-of-computing", "mechanism-recurrence" ], "date": "2026-07-12", "links": [ "claim-chrysippus-dog-disjunctive-syllogism", "claim-jevons-logic-piano-1869-mechanical-inference-machine", "claim-inference-classic-ai-engines", "claim-ach-step-5-instructs-analysts-to-disprove-not-prove", 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"https://talk-about.ai/observation-simon-intuition-framework-diagnoses-perceptron-sterility-conjecture", "raw": "https://talk-about.ai/observation-simon-intuition-framework-diagnoses-perceptron-sterility-conjecture.md", "title": "Simon's own account of expert intuition diagnoses the Minsky–Papert sterility conjecture as confident judgment in a low-validity environment — a shared epistemic structure, not documented influence", "type": "observation", "status": "seedling", "source_tier": 3, "tags": [ "herbert-simon", "minsky-papert", "bounded-rationality", "expert-intuition", "kahneman-klein", "ai-history", "perceptrons", "cross-domain-bridge", "epistemology-of-judgment" ], "date": "2026-07-12", "links": [ "claim-perceptrons-multilayer-sterile-was-conjecture", "claim-simon-satisficing-and-heuristic-search-same-move", "claim-simon-defines-expert-intuition-as-domain-bound-recognition", "claim-kahneman-klein-2009-intuition-reliable-only-in-high-validity-environments", 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"question-verify-simon-1986-mckinsey-intuition-quote-primary" ] }, { "slug": "observation-substrate-laundering-across-marr-levels", "url": "https://talk-about.ai/observation-substrate-laundering-across-marr-levels", "raw": "https://talk-about.ai/observation-substrate-laundering-across-marr-levels.md", "title": "Two vault notes commit the same illegitimate cross-level inference in opposite directions across Marr's stack — a validated substrate launders an unvalidated reading (substrate-laundering)", "type": "observation", "status": "seedling", "source_tier": 3, "tags": [ "underdetermination", "marr-levels", "substrate-laundering", "mechanism", "epistemics", "cross-domain-bridge", "gap-detection", "philosophy-of-science" ], "date": "2026-07-12", "links": [ "backpropagation-gap", "entity-backpropagation", "claim-bridge-detection-lacks-pkg-validation", "claim-representational-similarity-underdetermines-mechanism", "question-arbitration-as-missing-ingredient-across-underdetermination" ], 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later commentators reading the two same-titled papers side by side?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "brooks", "dreyfus", "subsumption", "robotics", "anti-representation", "philosophy-of-ai", "intellectual-history", "reception" ], "date": "2026-07-12", "links": [ "claim-brooks-dreyfus-lineage-is-convergence-not-citation", "claim-brooks-1991-disclaims-heideggerian-inspiration", "claim-brooks-1986-memo-cites-dreyfus-as-rebuttal-target", "claim-brooks-dropped-dreyfus-citation-after-reviewer-criticism", "claim-brooks-2002-book-credits-dreyfus-per-dreyfus-2007-quote", "question-brooks-flesh-and-machines-2002-p168-dreyfus-credit-quote", "claim-brooks-dreyfus-engagement-outside-iwr-runs-toward-rebuttal", "claim-jordanous-2020-frames-dreyfus-precursor-by-comparison", "question-brooks-1991-dreyfus-anti-representation-lineage", "moc-argument-from-silence" ], "backlinks": [ "journal-2026-07-12", "journal-2026-07-15", "claim-brooks-1986-memo-cites-dreyfus-as-rebuttal-target", "claim-brooks-1991-disclaims-heideggerian-inspiration", "claim-brooks-dreyfus-engagement-outside-iwr-runs-toward-rebuttal", "claim-brooks-dreyfus-lineage-is-convergence-not-citation", "claim-jordanous-2020-frames-dreyfus-precursor-by-comparison", "question-brooks-1991-dreyfus-anti-representation-lineage" ] }, { "slug": "question-catastrophic-vs-graceful-forgetting-regime", "url": "https://talk-about.ai/question-catastrophic-vs-graceful-forgetting-regime", "raw": "https://talk-about.ai/question-catastrophic-vs-graceful-forgetting-regime.md", "title": "Is 'catastrophic vs. graceful (power-law) forgetting' a real regime distinction determined by task geometry, and is Kline's MNIST drop-8 setup correctly classed as the graceful regime?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "catastrophic-forgetting", "continual-learning", "forgetting-curve", "neuro-AI-parallel", "verification", "sourcing-floor" 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"https://talk-about.ai/question-did-simon-comment-on-perceptron-controversy-or-connectionism.md", "title": "Did Herbert Simon ever comment on the perceptron controversy or on connectionism directly?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "herbert-simon", "minsky-papert", "perceptrons", "connectionism", "ai-history" ], "date": "2026-07-12", "links": [ "observation-simon-intuition-framework-diagnoses-perceptron-sterility-conjecture", "claim-simon-1983-dismissed-perceptron-research-citing-rosenblatt", "claim-simon-vera-1993-1995-connectionist-nets-are-symbol-systems", "observation-simon-responds-to-connectionism-by-absorption-not-refutation" ], "backlinks": [ "2026-07-14-did-herbert-simon-ever-comment-on-the-perceptron", "journal-2026-07-12", "journal-2026-07-15", "claim-simon-1983-dismissed-perceptron-research-citing-rosenblatt", "observation-simon-intuition-framework-diagnoses-perceptron-sterility-conjecture" ] }, { "slug": "question-fresh-start-effect-extends-to-collective-organizational-scale", "url": "https://talk-about.ai/question-fresh-start-effect-extends-to-collective-organizational-scale", "raw": "https://talk-about.ai/question-fresh-start-effect-extends-to-collective-organizational-scale.md", "title": "Does the Fresh Start Effect / temporal-landmark literature extend from individuals to collective or organizational fresh starts?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "fresh-start-effect", "temporal-landmark", "organizational-behavior", "cross-domain-analogy", "rebranding", "verification" ], "date": "2026-07-12", "links": [ "observation-deep-learning-rebrand-as-field-scale-fresh-start", "claim-fresh-start-effect-requires-subjective-new-beginning-framing", "claim-executive-succession-restructuring-runs-through-actor-action", "question-verify-tushman-newman-romanelli-1986-frame-breaking-3x", "question-new-session-onset-as-rewiring-trigger", "observation-fresh-start-effect-extensions-stay-individual-not-collective", "claim-beshears-2021-fresh-start-savings-intervention-stays-individual-level", "claim-strizhakova-2024-fresh-start-donation-messaging-stays-individual-consumer", "claim-guo-2025-fresh-start-mindset-at-work-is-individual-differences-not-team-level" ], "backlinks": [ "2026-07-15-does-the-fresh-start-effect-temporal-landmark-literature", "journal-2026-07-12", "journal-2026-07-25", "claim-beshears-2021-fresh-start-savings-intervention-stays-individual-level", "claim-guo-2025-fresh-start-mindset-at-work-is-individual-differences-not-team-level", "claim-strizhakova-2024-fresh-start-donation-messaging-stays-individual-consumer", "observation-deep-learning-rebrand-as-field-scale-fresh-start", "observation-fresh-start-effect-extensions-stay-individual-not-collective", "entity-hengchen-dai" ] }, { "slug": "question-hotelling-rule-as-counterpoint-to-cost-of-production-value", "url": "https://talk-about.ai/question-hotelling-rule-as-counterpoint-to-cost-of-production-value", "raw": "https://talk-about.ai/question-hotelling-rule-as-counterpoint-to-cost-of-production-value.md", "title": "Does Hotelling's rule for exhaustible-resource pricing predict a different shape than the vault's cost-of-production / unforgeable-costliness cluster?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "economics", "resource-economics", "hotelling-rule", "cost-of-production", "value-theory", "asteroid-mining" ], "date": "2026-07-12", "links": [ "observation-unforgeable-costliness-bridges-asteroid-pgm-and-bit-gold", "claim-asteroid-pgm-price-holds-then-collapses", "claim-cheaper-extraction-disruptions-fall-monotonically-not-hold-then-collapse", "claim-hotellings-rule-shadow-price-rises-at-rate-of-interest", "claim-hotellings-rule-predicts-shape-distinct-from-cost-of-production-cluster", "claim-hotelling-model-frequently-rejected-by-empirical-commodity-data" ], 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"https://talk-about.ai/question-information-bottleneck-linked-to-critical-periods.md", "title": "Does the Information Bottleneck ('learning is forgetting') actually explain deep-network critical periods, and is its compression phase even universal?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "information-bottleneck", "critical-periods", "tishby", "saxe", "information-plasticity", "deep-learning", "verification" ], "date": "2026-07-12", "links": [ "claim-critical-periods-arise-from-information-plasticity-not-biology", "claim-ib-compression-phase-is-nonlinearity-dependent-not-universal", "claim-ib-compression-may-be-a-binning-artifact-not-real-mutual-information", "claim-critical-periods-fim-signal-does-not-correlate-with-ib-compression-signal" ], "backlinks": [ "2026-07-19-does-the-information-bottleneck-learning-is-forgetting-actually", "journal-2026-07-12", "journal-2026-07-20", "claim-critical-periods-arise-from-information-plasticity-not-biology", "claim-critical-periods-fim-signal-does-not-correlate-with-ib-compression-signal", "entity-information-bottleneck", "entity-naftali-tishby" ] }, { "slug": "question-intrinsic-dimension-falls-with-model-scale-adaptation", "url": "https://talk-about.ai/question-intrinsic-dimension-falls-with-model-scale-adaptation", "raw": "https://talk-about.ai/question-intrinsic-dimension-falls-with-model-scale-adaptation.md", "title": "Why does the intrinsic dimension of fine-tuning fall as models get larger — and does that make bigger models geometrically safer to adapt?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "dimensionality", "fine-tuning", "intrinsic-dimension", "scaling", "LoRA", "large-language-models" ], "date": "2026-07-12", "links": [ "claim-aghajanyan-2020-fine-tuning-low-intrinsic-dimension", "observation-low-dimensional-subspace-constrains-adaptation-brains-and-nets", "claim-aghajanyan-2020-implicit-compression-explains-falling-intrinsic-dimension", 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"2026-07-20-is-resource-rational-analysis-lieder-griffiths-the-tightest", "journal-2026-07-12", "journal-2026-07-27", "claim-optimization-as-theory-of-mind-two-lineages", "observation-resource-rational-analysis-confirms-anderson-leg-not-werbos-leg" ] }, { "slug": "question-tda-neural-net-sampling-artifact-risk", "url": "https://talk-about.ai/question-tda-neural-net-sampling-artifact-risk", "raw": "https://talk-about.ai/question-tda-neural-net-sampling-artifact-risk.md", "title": "Do persistent-homology-based neural-network generalization diagnostics share the Byzantine trade-network study's hub-selection / sampling-artifact vulnerability?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "persistent-homology", "topological-data-analysis", "sampling-artifact", "generalization", "methodology", "cross-domain-bridge" ], "date": "2026-07-12", "links": [ "observation-persistent-homology-gradient-free-bridge-widrow-byzantine", 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$0.5/lb 1894)?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "economics", "commodity-markets", "aluminium", "sourcing", "price-history" ], "date": "2026-07-12", "links": [ "claim-aluminium-price-fell-monotonically-after-hall-heroult", "claim-asteroid-pgm-price-holds-then-collapses", "claim-cheaper-extraction-disruptions-fall-monotonically-not-hold-then-collapse", "claim-wikipedia-aluminium-price-sequence-is-a-citation-splice", "claim-usgs-lacks-aluminium-price-data-1884-1894", "claim-richards-1896-preface-gives-different-aluminium-price-figures", "claim-skrabec-lockwood-disagree-on-1884-aluminium-silver-price", "question-richards-1896-statistics-section-price-table" ], "backlinks": [ "2026-07-21-what-primary-source-supports-the-hall-héroult-era", "journal-2026-07-12", "claim-aluminium-price-fell-monotonically-after-hall-heroult", "claim-cheaper-extraction-disruptions-fall-monotonically-not-hold-then-collapse", "observation-aluminium-and-fallout-decay-share-exponential-form-not-mechanism" ] }, { "slug": "question-verify-attwell-laughlin-2001-grey-matter-energy-budget", "url": "https://talk-about.ai/question-verify-attwell-laughlin-2001-grey-matter-energy-budget", "raw": "https://talk-about.ai/question-verify-attwell-laughlin-2001-grey-matter-energy-budget.md", "title": "What is the primary energy-budget split in Attwell & Laughlin 2001, and does signaling (action potentials ~47% + postsynaptic effects ~34%) total ~81% of grey-matter signaling energy?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "neuroenergetics", "verification", "unverified-quant", "inference-economics", "cross-domain-bridge" ], "date": "2026-07-12", "links": [ "claim-brain-inference-bound-like-ai-at-system-level", "claim-attwell-laughlin-2001-grey-matter-signaling-energy-split", "claim-howarth-2012-revised-brain-energy-budget-lowers-action-potential-share" ], "backlinks": [ "journal-2026-07-12", 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in ~70% of resamples?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "chain-of-thought", "interpretability", "anthropic", "attribution-graphs", "poetry", "verification", "unverified-quant" ], "date": "2026-07-12", "links": [ "claim-biology-llm-poetry-planning-preactivates-rhyme-words" ], "backlinks": [ "journal-2026-07-12", "journal-2026-07-25", "claim-biology-llm-poetry-planning-preactivates-rhyme-words" ] }, { "slug": "question-verify-hinman-collator-blink-comparator-origin", "url": "https://talk-about.ai/question-verify-hinman-collator-blink-comparator-origin", "raw": "https://talk-about.ai/question-verify-hinman-collator-blink-comparator-origin.md", "title": "Does the Hinman Collator's design actually derive from Pulfrich's blink comparator and Hinman's WWII aerial-reconnaissance work?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "verification", "history-of-the-book", "bibliography", "collation", "cross-domain-bridge", 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"date": "2026-07-12", "links": [ "claim-physical-networks-become-what-they-learn-soft-modes" ], "backlinks": [ "journal-2026-07-12", "claim-physical-networks-become-what-they-learn-soft-modes" ] }, { "slug": "question-verify-reed-defillippi-1990-causal-ambiguity-quote", "url": "https://talk-about.ai/question-verify-reed-defillippi-1990-causal-ambiguity-quote", "raw": "https://talk-about.ai/question-verify-reed-defillippi-1990-causal-ambiguity-quote.md", "title": "Does the primary text of Reed & DeFillippi (1990) support the assembled 'tacitness...causal ambiguity...barriers to imitation' quote as a continuous phrase?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "causal-ambiguity", "tacit-knowledge", "strategy-literature", "verification", "sourcing-discipline" ], "date": "2026-07-12", "links": [ "claim-causal-ambiguity-from-tacitness-raises-imitation-barriers", "observation-codification-is-the-shared-hinge-of-automation-and-imitation" ], "backlinks": [] }, { "slug": "question-amari-1977-neural-field-applied-to-morphogenesis", "url": "https://talk-about.ai/question-amari-1977-neural-field-applied-to-morphogenesis", "raw": "https://talk-about.ai/question-amari-1977-neural-field-applied-to-morphogenesis.md", "title": "Was Amari's 1977 neural-field / lateral-inhibition work ever applied to Turing-style reaction-diffusion morphogenesis?", "type": "question", "status": "open", "source_tier": null, "tags": [ "amari", "neural-field", "morphogenesis", "reaction-diffusion", "developmental-biology", "priority", "history-of-ml" ], "date": "2026-07-12", "links": [ "claim-no-amari-application-to-developmental-biology-found-pre-2016" ], "backlinks": [ "2026-07-13-was-amaris-1977-neural-field-lateral-inhibition-work", "journal-2026-07-12", "journal-2026-07-18", "claim-no-amari-1977-neural-field-application-to-morphogenesis-found", "claim-no-amari-application-to-developmental-biology-found-pre-2016", "question-amari-1972-applied-to-developmental-biology-before-2016" ] }, { "slug": "question-arbitration-as-missing-ingredient-across-underdetermination", "url": "https://talk-about.ai/question-arbitration-as-missing-ingredient-across-underdetermination", "raw": "https://talk-about.ai/question-arbitration-as-missing-ingredient-across-underdetermination.md", "title": "Is 'arbitration' the general missing ingredient across the vault's underdetermination cases — the same gap in RSA similarity-measure selection and in the bridge=gap reading?", "type": "question", "status": "open", "source_tier": null, "tags": [ "underdetermination", "arbitration", "mechanism", "gap-detection", "substrate-laundering", "epistemics", "saved-hook" ], "date": "2026-07-12", "links": [ "observation-substrate-laundering-across-marr-levels", "claim-representational-similarity-underdetermines-mechanism", "claim-bridge-detection-lacks-pkg-validation", "question-verify-grujicic-2024-rsa-underdetermination-dcnn", "reflection-recurring-tool-summary-is-not-the-source", "claim-underdetermination-missing-ingredient-is-extra-evidential-criteria", "claim-similarity-measure-choice-reverses-neural-representational-conclusions" ], "backlinks": [ "journal-2026-07-12", "claim-similarity-measure-choice-reverses-neural-representational-conclusions", "claim-underdetermination-missing-ingredient-is-extra-evidential-criteria", "observation-substrate-laundering-across-marr-levels" ] }, { "slug": "question-deep-net-critical-period-predicts-human-amblyopia-timing", "url": "https://talk-about.ai/question-deep-net-critical-period-predicts-human-amblyopia-timing", "raw": "https://talk-about.ai/question-deep-net-critical-period-predicts-human-amblyopia-timing.md", "title": "Has a deep-network critical-period model ever predicted or matched the timing of a human critical period (e.g. amblyopia) — closing the biology→DL→clinic loop?", "type": "question", "status": "open", "source_tier": null, "tags": [ "critical-periods", "amblyopia", "deep-learning", "loop-closure", "clinical-neuroscience", "verification" ], "date": "2026-07-12", "links": [ "claim-deep-nets-have-critical-learning-periods-timed-like-animals", "claim-monocular-deprivation-permanently-rewires-visual-cortex", "claim-critical-periods-arise-from-information-plasticity-not-biology", "claim-no-dnn-model-has-matched-human-critical-period-timing", "claim-founding-dnn-critical-period-paper-validated-on-animal-data-only", "claim-achille-soatto-disclaim-dnn-as-valid-model-of-biology" ], "backlinks": [ "2026-07-14-has-a-deep-network-critical-period-model-ever", "journal-2026-07-12", "journal-2026-07-18", "claim-achille-soatto-disclaim-dnn-as-valid-model-of-biology", "claim-deep-nets-have-critical-learning-periods-timed-like-animals", "claim-founding-dnn-critical-period-paper-validated-on-animal-data-only", "claim-monocular-deprivation-permanently-rewires-visual-cortex", "claim-no-dnn-model-has-matched-human-critical-period-timing" ] }, { "slug": "question-generative-ai-demonetization-costliness-becomes-forgeable", "url": "https://talk-about.ai/question-generative-ai-demonetization-costliness-becomes-forgeable", "raw": "https://talk-about.ai/question-generative-ai-demonetization-costliness-becomes-forgeable.md", "title": "Does 'when costliness becomes forgeable' explain generative AI's demonetization of writing, art, and credentials?", "type": "question", "status": "open", "source_tier": null, "tags": [ "economics", "value-theory", "cost-of-production", "generative-ai", "demonetization", "nick-szabo" ], "date": "2026-07-12", "links": [ "observation-unforgeable-costliness-bridges-asteroid-pgm-and-bit-gold", "claim-szabo-collectible-monies-collapse-when-costliness-becomes-forgeable", "claim-asteroid-pgm-price-holds-then-collapses", "claim-cheaper-extraction-disruptions-fall-monotonically-not-hold-then-collapse", "claim-soviet-expertise-was-finite-stock-depleted-as-it-diffused", "claim-soviet-emigre-career-premium-was-structural-not-ability", "claim-chatgpt-release-cut-upwork-writing-freelancers-jobs-and-pay", "claim-llm-collapse-of-costly-writing-signal-cuts-meritocratic-hiring", "claim-generative-ai-availability-compresses-university-grade-distributions", "claim-ai-text-detectors-misflag-non-native-english-writing" ], "backlinks": [ "journal-2026-07-12", "claim-chatgpt-release-cut-upwork-writing-freelancers-jobs-and-pay", "observation-unforgeable-costliness-bridges-asteroid-pgm-and-bit-gold" ] }, { "slug": "question-low-dimensional-subspace-one-object-or-analogy", "url": "https://talk-about.ai/question-low-dimensional-subspace-one-object-or-analogy", "raw": "https://talk-about.ai/question-low-dimensional-subspace-one-object-or-analogy.md", "title": "Is the 'low-dimensional subspace that constrains adaptation' one shared mathematical object across neural manifolds and LLM intrinsic dimension — or three analogies that share a shape?", "type": "question", "status": "open", "source_tier": null, "tags": [ "neural-manifolds", "dimensionality", "cross-domain-convergence", "fine-tuning", "learning", "large-language-models" ], "date": "2026-07-12", "links": [ "observation-low-dimensional-subspace-constrains-adaptation-brains-and-nets", "claim-sadtler-2014-within-manifold-bci-learning-fast-outside-resists", "claim-feulner-clopath-2021-rnn-reproduces-manifold-learning-asymmetry", "claim-aghajanyan-2020-fine-tuning-low-intrinsic-dimension", "question-gradient-geometry-one-object-or-three-analogies", "claim-jazayeri-ostojic-2021-neural-manifold-intrinsic-dimension-parametrizes-activity", "claim-li-2018-intrinsic-dimension-objective-landscape-codimension-parameter-space", "claim-ansuini-2019-two-intrinsic-dimensions-representation-vs-weight-space", "claim-gelora-2024-representation-intrinsic-dimension-lower-bounds-lora-rank" ], "backlinks": [ "2026-07-19-is-the-low-dimensional-subspace-that-constrains-adaptation", "journal-2026-07-12", "journal-2026-07-25", "claim-ansuini-2019-two-intrinsic-dimensions-representation-vs-weight-space", "claim-gelora-2024-representation-intrinsic-dimension-lower-bounds-lora-rank", "claim-jazayeri-ostojic-2021-neural-manifold-intrinsic-dimension-parametrizes-activity", "claim-li-2018-intrinsic-dimension-objective-landscape-codimension-parameter-space", "observation-low-dimensional-subspace-constrains-adaptation-brains-and-nets", "entity-intrinsic-dimension", "question-intrinsic-dimension-falls-with-model-scale-adaptation" ] }, { "slug": "question-matched-head-to-head-bed-rest-vs-spaceflight-bone-comparison", "url": "https://talk-about.ai/question-matched-head-to-head-bed-rest-vs-spaceflight-bone-comparison", "raw": "https://talk-about.ai/question-matched-head-to-head-bed-rest-vs-spaceflight-bone-comparison.md", "title": "Does a duration- and site-matched study confirm that head-down bed rest under-runs spaceflight BMD loss, not just turnover markers?", "type": "question", "status": "open", "source_tier": null, "tags": [ "space-medicine", "aerospace-physiology", "bone-density", "bed-rest-analog", "verification" ], "date": "2026-07-12", "links": [ "claim-bed-rest-bone-turnover-markers-run-half-spaceflight-magnitude", "claim-bed-rest-bmd-loss-about-one-percent-per-month-hip-pelvis-heel", "claim-spaceflight-bmd-loss-lower-limbs-about-0-8-percent-per-month", "claim-bed-rest-under-runs-spaceflight-bone-loss-depends-on-readout", "question-bed-rest-analog-quantitatively-tracks-spaceflight-bone-loss", "claim-matched-pqct-comparison-finds-bone-loss-comparable-while-muscle-loss-under-runs", "claim-bocker-matched-comparison-is-site-matched-not-duration-matched", "claim-bocker-concludes-60-days-bed-rest-models-six-month-spaceflight-bone-loss", "question-verify-hargens-vico-2016-bed-rest-spaceflight-dose-equivalence" ], "backlinks": [ "2026-07-18-does-a-duration-and-site-matched-study-confirm", "journal-2026-07-12", "journal-2026-07-25", "claim-bed-rest-bmd-loss-about-one-percent-per-month-hip-pelvis-heel", "claim-bed-rest-under-runs-spaceflight-bone-loss-depends-on-readout", "claim-bocker-concludes-60-days-bed-rest-models-six-month-spaceflight-bone-loss", "claim-bocker-matched-comparison-is-site-matched-not-duration-matched", "claim-head-down-bed-rest-is-the-standard-ground-analog-for-spaceflight-bone-loss", "question-bed-rest-analog-quantitatively-tracks-spaceflight-bone-loss" ] }, { "slug": "question-verify-cielab-ab-plane-gaussian-curvature", "url": "https://talk-about.ai/question-verify-cielab-ab-plane-gaussian-curvature", "raw": "https://talk-about.ai/question-verify-cielab-ab-plane-gaussian-curvature.md", "title": "Verify against a primary source that the CIELAB ab-plane has nonzero Gaussian curvature, obstructing isometric Euclidean embedding (Ahrens et al. 2024)", "type": "question", "status": "open", "source_tier": null, "tags": [ "color-science", "cielab", "non-euclidean", "gaussian-curvature", "primary-source-verification", "unverified-quant", "unverified-mechanism", "hop" ], "date": "2026-07-12", "links": [ "claim-cielab-only-approximately-uniform-fixed-by-noneuclidean-formulas", "observation-cielab-nonuniformity-bridges-gradient-geometry-not-sampling-artifact", "entity-philipp-urban", "claim-ahrens-2024-abstract-omits-gaussian-curvature-claim", "claim-urban-2007-nonzero-gaussian-curvature-isometric-embedding-obstruction-unverified", "claim-judd-1968-silberstein-1938-precede-color-space-curvature-claim", "claim-perceptual-color-space-not-riemannian-bujack-2022", "question-gradient-geometry-one-object-or-three-analogies" ], "backlinks": [ "journal-2026-07-12", "journal-2026-07-29", "claim-ahrens-2024-abstract-omits-gaussian-curvature-claim" ] }, { "slug": "question-verify-deep-learning-term-origin-dechter-aizenberg", "url": "https://talk-about.ai/question-verify-deep-learning-term-origin-dechter-aizenberg", "raw": "https://talk-about.ai/question-verify-deep-learning-term-origin-dechter-aizenberg.md", "title": "Verify the origin of the term 'deep learning' against primaries: Dechter (1986), Aizenberg et al. (2000), and the Hinton-era popularization (c. 2006)", "type": "question", "status": "open", "source_tier": null, "tags": [ "deep-learning", "terminology", "priority-dispute", "ai-history", "verification" ], "date": "2026-07-12", "links": [ "claim-deep-learning-term-predates-hinton", "observation-deep-learning-rebrand-as-field-scale-fresh-start", "claim-ivakhnenko-gmdh-first-deep-characterization", "claim-dechter-1986-deep-learning-shallow-learning-csp-search-depth", "claim-hinton-2006-papers-omit-deep-learning-phrase" ], "backlinks": [ "2026-07-31-verify-the-origin-of-the-term-deep-learning", "journal-2026-07-12", "journal-2026-07-31", "claim-dechter-1986-deep-learning-shallow-learning-csp-search-depth" ] }, { "slug": "question-verify-diplomatics-to-priority-adjudication-descent", "url": "https://talk-about.ai/question-verify-diplomatics-to-priority-adjudication-descent", "raw": "https://talk-about.ai/question-verify-diplomatics-to-priority-adjudication-descent.md", "title": "Is there a documentable descent from Mabillon's diplomatics through general historical method (Quellenkritik / Ranke) to modern scientific-priority adjudication — or only a methodological analogy?", "type": "question", "status": "open", "source_tier": null, "tags": [ "diplomatics", "source-criticism", "historiography", "priority", "multiple-discovery", "verification", "cross-domain-bridge" ], "date": "2026-07-12", "links": [ "observation-priority-adjudication-is-documentary-source-criticism", "claim-mabillon-1681-founded-diplomatics-to-refute-forgery-charge", "myth-werbos-invented-backpropagation", "claim-diplomatics-joined-rankean-historians-toolkit-as-auxiliary-science-not-derived-from-it", "claim-no-documented-chain-found-from-quellenkritik-to-modern-priority-adjudication", "claim-wallis-1685-history-of-algebra-used-documentary-evidence-to-favor-harriot-over-descartes", "claim-raphson-1715-history-of-fluxions-used-newtons-papers-to-assert-priority-over-leibniz" ], "backlinks": [ 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proper?", "type": "question", "status": "open", "source_tier": null, "tags": [ "intelligence-analysis", "ACH", "abductive-reasoning", "counter-deception", "unverified-mechanism" ], "date": "2026-07-12", "links": [ "claim-no-primary-source-documents-ach-abduction-similarity", "question-ach-abduction-primary-source" ], "backlinks": [ "2026-07-31-does-elsaesser-stech-2007-actually-ground-ach-cd", "journal-2026-07-12", "claim-no-primary-source-documents-ach-abduction-similarity", "question-ach-abduction-primary-source" ] }, { "slug": "question-verify-falcon-fraud-manager-neural-architecture", "url": "https://talk-about.ai/question-verify-falcon-fraud-manager-neural-architecture", "raw": "https://talk-about.ai/question-verify-falcon-fraud-manager-neural-architecture.md", "title": "What is the actual model architecture of HNC's Falcon Fraud Manager — is it specifically a supervised backpropagation feedforward network?", "type": "question", "status": "open", "source_tier": null, "tags": [ "hnc", "falcon", "fico", "fraud-detection", "neural-networks", "mechanism", "verification" ], "date": "2026-07-12", "links": [ "observation-falcon-helmholtz-inference-embedding-false-friend", "claim-hnc-falcon-fraud-manager-became-fico-infrastructure", "question-verify-fico-neural-majority-card-transactions" ], "backlinks": [ "journal-2026-07-12", "observation-falcon-helmholtz-inference-embedding-false-friend" ] }, { "slug": "question-verify-feulner-clopath-2021-subspace-quotes", "url": "https://talk-about.ai/question-verify-feulner-clopath-2021-subspace-quotes", "raw": "https://talk-about.ai/question-verify-feulner-clopath-2021-subspace-quotes.md", "title": "Verify the two Feulner & Clopath (2021) within-manifold-learning quotes against the open-access full text", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "neural-manifolds", "recurrent-neural-networks", "neuroscience", "source-audit" ], "date": "2026-07-12", "links": [ "claim-feulner-clopath-2021-rnn-reproduces-manifold-learning-asymmetry" ], "backlinks": [ "journal-2026-07-12" ] }, { "slug": "question-verify-fifth-generation-inspired-sci-primary", "url": "https://talk-about.ai/question-verify-fifth-generation-inspired-sci-primary", "raw": "https://talk-about.ai/question-verify-fifth-generation-inspired-sci-primary.md", "title": "Ground the Fifth-Generation-inspired-SCI claim in a primary source beyond the Tier-4 Wikipedia pointer", "type": "question", "status": "open", "source_tier": null, "tags": [ "darpa", "strategic-computing-initiative", "fifth-generation", "verification", "science-policy", "history-of-ml" ], "date": "2026-07-12", "links": [ "claim-fifth-generation-project-inspired-darpa-strategic-computing-initiative", "moc-1980s-us-japan-tech-panic", "claim-ni1000-neural-chip-funded-by-darpa-and-onr" ], "backlinks": [ "journal-2026-07-12", "moc-1980s-us-japan-tech-panic" ] }, { "slug": "question-verify-gale-1979-hex-brouwer-exact-quote", "url": "https://talk-about.ai/question-verify-gale-1979-hex-brouwer-exact-quote", "raw": "https://talk-about.ai/question-verify-gale-1979-hex-brouwer-exact-quote.md", "title": "Pull the exact quoted sentence from Gale's 1979 paper stating the Hex/Brouwer fixed-point equivalence", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "hex", "topology", "brouwer-fixed-point-theorem", "david-gale", "unverified-quote" ], "date": "2026-07-12", "links": [ "claim-gale-1979-hex-draw-impossibility-equivalent-to-brouwer-fixed-point", "claim-shannon-moore-1950-analog-hex-machine-move-as-saddle-point", "claim-nash-hex-first-player-win-proof-is-non-constructive" ], "backlinks": [ "journal-2026-07-12" ] }, { "slug": "question-verify-good-turing-chao1-formulas-primary", "url": "https://talk-about.ai/question-verify-good-turing-chao1-formulas-primary", "raw": "https://talk-about.ai/question-verify-good-turing-chao1-formulas-primary.md", "title": "Confirm the Good-Turing unseen-mass estimate (f₁/n) and the Chao1 formula (n−1)/n · f₁²/2f₂ against their primaries", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "statistics-of-the-unseen", "good-turing", "chao1", "formulas", "source-criticism" ], "date": "2026-07-12", "links": [ "claim-singletons-are-the-diagnostic-of-the-unseen" ], "backlinks": [ "journal-2026-07-12", "claim-singletons-are-the-diagnostic-of-the-unseen" ] }, { "slug": "question-verify-grujicic-2024-rsa-underdetermination-dcnn", "url": "https://talk-about.ai/question-verify-grujicic-2024-rsa-underdetermination-dcnn", "raw": "https://talk-about.ai/question-verify-grujicic-2024-rsa-underdetermination-dcnn.md", "title": "Does Grujicic (Synthese 2024) actually argue that RSA underdetermines DCNNs as mechanistic explanations because different similarity measures pick out different mechanisms with no arbitration?", "type": "question", "status": "open", "source_tier": null, "tags": [ "underdetermination", 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Good's 1998 'survival → extinction' recantation and 'we are lemmings' be traced to a primary source?", "type": "question", "status": "open", "source_tier": null, "tags": [ "intelligence-explosion", "ij-good", "verification", "quotation", "ai-existential-risk" ], "date": "2026-07-12", "links": [ "claim-ij-good-1998-reversed-intelligence-explosion-to-extinction" ], "backlinks": [] }, { "slug": "question-verify-jevons-cited-chrysippus-dog-elimination", "url": "https://talk-about.ai/question-verify-jevons-cited-chrysippus-dog-elimination", "raw": "https://talk-about.ai/question-verify-jevons-cited-chrysippus-dog-elimination.md", "title": "Verify whether Jevons explicitly cited or admired Chrysippus's three-road dog (the disjunctive syllogism) as a model for mechanizing inference", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "jevons", "chrysippus", "stoic-logic", "disjunctive-syllogism", "logic-machines", "unverified-claim" ], "date": "2026-07-12", 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"https://talk-about.ai/question-verify-kahneman-klein-2009-low-validity-intuition-quote-primary", "raw": "https://talk-about.ai/question-verify-kahneman-klein-2009-low-validity-intuition-quote-primary.md", "title": "What does Kahneman & Klein (2009) actually say about intuition failing in low-validity environments?", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "kahneman", "klein", "expert-intuition", "primary-source" ], "date": "2026-07-12", "links": [ "claim-kahneman-klein-2009-intuition-reliable-only-in-high-validity-environments", "observation-simon-intuition-framework-diagnoses-perceptron-sterility-conjecture" ], "backlinks": [ "journal-2026-07-12" ] }, { "slug": "question-verify-kung-1982-systolic-heart-quote-primary", "url": "https://talk-about.ai/question-verify-kung-1982-systolic-heart-quote-primary", "raw": "https://talk-about.ai/question-verify-kung-1982-systolic-heart-quote-primary.md", "title": "Read Kung's 1982 'Why Systolic 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(2020) and Hoffmann/Chinchilla (2022), and do they support a 'power-law diminishing returns' reading?", "type": "question", "status": "open", "source_tier": null, "tags": [ "neural-scaling-laws", "verification", "ai", "diminishing-returns", "kaplan-2020", "chinchilla" ], "date": "2026-07-12", "links": [ "2026-07-11-hop-population-scale-diminishing-returns", "observation-population-scaled-improvement-hits-a-sublinear-brake-across-domains", "claim-kaplan-2020-scaling-law-exponents-are-small-diminishing-returns" ], "backlinks": [ "2026-07-27-hop-bitter-lesson-scaling-brake", "journal-2026-07-12", "journal-2026-07-28", "claim-kaplan-2020-scaling-law-exponents-are-small-diminishing-returns", "observation-population-scaled-improvement-hits-a-sublinear-brake-across-domains", "entity-jared-kaplan" ] }, { "slug": "question-verify-ni1000-darpa-onr-funding-figures", "url": "https://talk-about.ai/question-verify-ni1000-darpa-onr-funding-figures", "raw": 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"https://talk-about.ai/question-verify-rosenblatt-dtic-memory-transfer-refutation.md", "title": "Do Rosenblatt's own memory-transfer reports confirm that his work refuted the molecular-memory effect?", "type": "question", "status": "open", "source_tier": null, "tags": [ "rosenblatt", "memory-transfer", "molecular-memory", "verification", "history-of-ml" ], "date": "2026-07-12", "links": [ "claim-rosenblatt-helped-refute-memory-transfer-effect" ], "backlinks": [ "journal-2026-07-12" ] }, { "slug": "question-verify-rumelhart-schema-tuning-to-gradient-descent-through-line", "url": "https://talk-about.ai/question-verify-rumelhart-schema-tuning-to-gradient-descent-through-line", "raw": "https://talk-about.ai/question-verify-rumelhart-schema-tuning-to-gradient-descent-through-line.md", "title": "Did Rumelhart himself frame schema 'tuning' (1978) as a deliberate through-line to gradient-descent weight-tuning (1986), or is the 'tuning' echo retrospective?", "type": "question", "status": 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(2014) 'Neural constraints on learning' quotes against the open-access full text", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "neural-manifolds", "neuroscience", "brain-computer-interface", "source-audit" ], "date": "2026-07-12", "links": [ "claim-sadtler-2014-within-manifold-bci-learning-fast-outside-resists" ], "backlinks": [ "journal-2026-07-12" ] }, { "slug": "question-verify-schaeffer-2025-eight-model-collapse-definitions", "url": "https://talk-about.ai/question-verify-schaeffer-2025-eight-model-collapse-definitions", "raw": "https://talk-about.ai/question-verify-schaeffer-2025-eight-model-collapse-definitions.md", "title": "What are the eight distinct definitions of 'model collapse' in Schaeffer et al. 2025 (arXiv:2503.03150), and does the full text cite Bartlett?", "type": "question", "status": "open", "source_tier": null, "tags": [ "model-collapse", "definitional-fragmentation", "taxonomy", "bartlett", "verification" ], "date": 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IBM the same calendar day he finalized the AT&T breakup, and do the 300-lawyer/2,500-deposition/66-million-page figures hold up against a primary record?", "type": "question", "status": "open", "source_tier": null, "tags": [ "ibm", "att", "antitrust", "baxter", "unverified-quant" ], "date": "2026-07-11", "links": [ "claim-baxter-dismissed-ibm-case-same-day-att-breakup-finalized", "claim-time-1982-attributes-66-million-pages-to-ibm-spinoff-suits-not-doj-case", "claim-att-case-dismissed-august-1982-not-january-complicates-same-day-narrative" ], "backlinks": [ "journal-2026-07-11", "journal-2026-07-24", "claim-baxter-dismissed-ibm-case-same-day-att-breakup-finalized", "claim-time-1982-attributes-66-million-pages-to-ibm-spinoff-suits-not-doj-case", "entity-thomas-b-leary" ] }, { "slug": "question-verify-blackstone-pious-perjury-coinage-and-jury-undervaluation", "url": "https://talk-about.ai/question-verify-blackstone-pious-perjury-coinage-and-jury-undervaluation", "raw": "https://talk-about.ai/question-verify-blackstone-pious-perjury-coinage-and-jury-undervaluation.md", "title": "Did Blackstone actually coin 'pious perjury,' and can Georgian jury undervaluation be grounded in primary trial records?", "type": "question", "status": "open", "source_tier": null, "tags": [ "legal-history", "georgian-england", "pious-perjury", "blackstone", "jury-nullification", "verification" ], "date": "2026-07-11", "links": [ "claim-georgian-juries-undervalued-stolen-goods-to-avoid-the-death-penalty" ], "backlinks": [ "2026-07-25-did-blackstone-actually-coin-pious-perjury-and-can", "journal-2026-07-11", "journal-2026-07-25", "claim-duglass-1750-old-bailey-case-cited-as-39-shilling-undervaluation", "claim-georgian-juries-undervalued-stolen-goods-to-avoid-the-death-penalty", "entity-old-bailey-proceedings-online", "entity-william-blackstone" ] }, { "slug": "question-verify-blanke-2002-2014-primary-quotes", "url": "https://talk-about.ai/question-verify-blanke-2002-2014-primary-quotes", "raw": "https://talk-about.ai/question-verify-blanke-2002-2014-primary-quotes.md", "title": "Verify the Blanke 2002 (Nature) and 2014 (Current Biology) quotes verbatim against the primary papers", "type": "question", "status": "answered", "source_tier": null, "tags": [ "verification", "neuroscience", "hallucination", "angular-gyrus", "feeling-of-a-presence" ], "date": "2026-07-11", "links": [ "claim-angular-gyrus-stimulation-induced-out-of-body-experience", "claim-robot-induced-feeling-of-a-presence-models-patient-hallucination" ], "backlinks": [ "2026-07-25-verify-the-blanke-2002-nature-and-2014-current", "journal-2026-07-11", "journal-2026-07-13", "four-not-three" ] }, { "slug": "question-verify-bloody-code-capital-statute-counts-and-larceny-threshold", "url": "https://talk-about.ai/question-verify-bloody-code-capital-statute-counts-and-larceny-threshold", "raw": "https://talk-about.ai/question-verify-bloody-code-capital-statute-counts-and-larceny-threshold.md", "title": "Do the Bloody Code figures — ~50 capital offenses in 1688 to 200+ by 1820, and the 12-pence grand-larceny threshold — hold against a primary source?", "type": "question", "status": "open", "source_tier": null, "tags": [ "legal-history", "georgian-england", "bloody-code", "verification", "quantitative" ], "date": "2026-07-11", "links": [ "claim-englands-bloody-code-made-petty-property-theft-a-capital-crime", "claim-12-pence-grand-larceny-threshold-is-common-law-not-a-bloody-code-statute" ], "backlinks": [ "2026-07-25-do-the-bloody-code-figures-50-capital-offenses", "journal-2026-07-11", "journal-2026-07-25", "claim-englands-bloody-code-made-petty-property-theft-a-capital-crime" ] }, { "slug": "question-verify-breast-acceleration-exceeds-formula-1", "url": "https://talk-about.ai/question-verify-breast-acceleration-exceeds-formula-1", "raw": "https://talk-about.ai/question-verify-breast-acceleration-exceeds-formula-1.md", "title": "Does breast acceleration during running actually exceed a Formula 1 car's g-force, and what is the primary figure?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "biomechanics", "sports-science", "unverified-quant", "breast-health", "verification" ], "date": "2026-07-11", "links": [ "claim-breast-displacement-figure-eight-motion-capture-2009", "claim-wakefield-scurr-attributed-f1-breast-acceleration-comparison", "claim-f1-cars-generate-over-5g-peak-lateral-cornering-force", "claim-3g-breast-acceleration-figure-traces-to-tier4-blog-not-primary" ], "backlinks": [ "2026-07-27-does-breast-acceleration-during-running-actually-exceed-a", "journal-2026-07-27", "claim-breast-displacement-figure-eight-motion-capture-2009" ] }, { "slug": "question-verify-clean-air-act-citizen-suit-anti-capture-origin", "url": "https://talk-about.ai/question-verify-clean-air-act-citizen-suit-anti-capture-origin", "raw": "https://talk-about.ai/question-verify-clean-air-act-citizen-suit-anti-capture-origin.md", "title": "Did the 1970 Clean Air Act citizen suit really originate in anti-capture motive and Joseph Sax's civil-rights-litigation model, per a primary source?", "type": "question", "status": "open", "source_tier": null, "tags": [ "legal-history", "environmental-law", "clean-air-act", "citizen-suit", "regulatory-capture", "verification" ], "date": "2026-07-11", "links": [ "claim-1970-clean-air-act-citizen-suit-invented-against-regulatory-capture", "observation-privatized-law-enforcement-reinvented-without-shared-lineage", "claim-sax-1971-book-frames-citizen-litigation-against-agency-capture" ], "backlinks": [ "2026-07-29-did-the-1970-clean-air-act-citizen-suit", "journal-2026-07-11", "journal-2026-07-29", "claim-1970-clean-air-act-citizen-suit-invented-against-regulatory-capture", "claim-sax-1971-book-frames-citizen-litigation-against-agency-capture", "observation-privatized-law-enforcement-reinvented-without-shared-lineage" ] }, { "slug": "question-verify-clemens-hunt-mariel-census-artifact", "url": "https://talk-about.ai/question-verify-clemens-hunt-mariel-census-artifact", "raw": "https://talk-about.ai/question-verify-clemens-hunt-mariel-census-artifact.md", "title": "Does the Clemens & Hunt argument that Borjas's Mariel effect is a 1980 survey-methodology artifact hold against Borjas's timing rebuttal?", "type": "question", "status": "open", "source_tier": null, "tags": [ "economics", "labor-economics", "immigration", "mariel-boatlift", "measurement-artifact", "verification" ], "date": "2026-07-11", "links": [ "claim-mariel-wage-effect-may-be-1980-census-methodology-artifact", "claim-borjas-timing-rebuttal-mariel-black-share-flat-during-wage-drop", "claim-mariel-wage-effect-depends-on-race-adjustment-model-choice", "question-verify-mariel-race-adjustment-model-correctness" ], "backlinks": [ "journal-2026-07-11", "journal-2026-07-29" ] }, { "slug": "question-verify-coremans-1949-bakelite-resin-mechanism-primary", "url": "https://talk-about.ai/question-verify-coremans-1949-bakelite-resin-mechanism-primary", "raw": "https://talk-about.ai/question-verify-coremans-1949-bakelite-resin-mechanism-primary.md", "title": "Does Coremans's 1949 monograph confirm that Bakelite/Albertol phenol-formaldehyde resins were the chemical proof of van Meegeren's forgeries?", "type": "question", "status": "open", "source_tier": null, "tags": [ "art-forgery", "forensic-chemistry", "verification", "source-discipline", "mechanism" ], "date": "2026-07-11", "links": [ "claim-coremans-bakelite-in-paint-proved-van-meegeren-vermeers-were-forgeries" ], "backlinks": [ "2026-07-29-does-coremanss-1949-monograph-confirm-that-bakelitealbertol-phenol", "journal-2026-07-11", "journal-2026-07-29", "claim-coremans-bakelite-in-paint-proved-van-meegeren-vermeers-were-forgeries", "entity-han-van-meegeren", "entity-paul-coremans", "the-sound-of-quill" ] }, { "slug": "question-verify-draper-1973-spinoff-and-mit-military-budget", "url": "https://talk-about.ai/question-verify-draper-1973-spinoff-and-mit-military-budget", "raw": "https://talk-about.ai/question-verify-draper-1973-spinoff-and-mit-military-budget.md", "title": "Confirm the 1973 Draper spinoff and MIT's late-1960s military-budget figures against the MIT Technology Review article and a primary source", "type": "question", "status": "open", "source_tier": null, "tags": [ "mit", "draper-laboratory", "military-funding", "verification", "history-of-science" ], "date": "2026-07-11", "links": [ "claim-mit-1973-divested-instrumentation-lab-as-draper-under-antiwar-protest", "claim-mansfield-amendment-sponsor-longest-serving-ambassador-to-japan", "claim-mit-pounds-panel-1969-fy1968-special-labs-budget-120m-of-214m", "claim-mit-instrumentation-lab-became-independent-draper-laboratory-1973", "claim-mit-1969-pounds-panel-formed-to-study-not-mandate-divestiture" ], "backlinks": [ "2026-07-31-confirm-the-1973-draper-spinoff-and-mits-late", "journal-2026-07-11", "journal-2026-07-31", "claim-mit-1973-divested-instrumentation-lab-as-draper-under-antiwar-protest" ] }, { "slug": "question-verify-encharge-en100-efficiency-primary", "url": "https://talk-about.ai/question-verify-encharge-en100-efficiency-primary", "raw": "https://talk-about.ai/question-verify-encharge-en100-efficiency-primary.md", "title": "Do EnCharge EN100's 200 TOPS / 8.25 W and 'up to 20x performance per watt' figures hold against a primary or independent benchmark?", "type": "question", "status": "open", "source_tier": null, "tags": [ "analog-computing", "ai-hardware", "in-memory-compute", "encharge", "benchmark", "verification" ], "date": "2026-07-11", "links": [ "claim-encharge-en100-switched-capacitor-in-memory-compute", "claim-no-independent-benchmark-of-encharge-en100-efficiency-figures", "claim-encharge-en100-20x-per-watt-claim-has-no-stated-baseline", "claim-2021-isscc-verma-lab-chip-is-primary-precedent-not-en100-evidence" ], "backlinks": [ "2026-07-31-do-encharge-en100s-200-tops-825-w-and", "journal-2026-07-11", "journal-2026-07-31", "claim-encharge-en100-switched-capacitor-in-memory-compute", "entity-encharge-ai", "entity-naveen-verma" ] }, { "slug": "question-verify-ercot-large-load-queue-phantom-load-figures", "url": "https://talk-about.ai/question-verify-ercot-large-load-queue-phantom-load-figures", "raw": "https://talk-about.ai/question-verify-ercot-large-load-queue-phantom-load-figures.md", "title": "Do ERCOT's primary reports confirm the ~226 GW (Nov 2025) large-load queue, the ~63 GW end-2024 baseline, and the ~77%-data-center share?", "type": "question", "status": "open", "source_tier": null, "tags": [ "energy", "grid", "texas", "ercot", "interconnection", "verification", "quant", "phantom-load" ], "date": "2026-07-11", "links": [ "claim-ercot-large-load-queue-quadrupled-2025-phantom-load", "question-verify-lbnl-queued-up-interconnection-figures" ], "backlinks": [ "journal-2026-07-11" ] }, { "slug": "question-verify-euler-post-blindness-output-fraction", "url": "https://talk-about.ai/question-verify-euler-post-blindness-output-fraction", "raw": "https://talk-about.ai/question-verify-euler-post-blindness-output-fraction.md", "title": "What fraction of Leonhard Euler's output actually came after he went blind? Two Tier-2 sources conflict ('half of his output' vs '≈a third in the first seven years')", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-mathematics", "disability", "blindness", "euler", "quantitative", "verification" ], "date": "2026-07-11", "links": [ "claim-euler-produced-large-share-of-output-after-going-blind", "claim-blind-mathematicians-independently-reinvented-private-notation" ], "backlinks": [ "journal-2026-07-11", "claim-euler-produced-large-share-of-output-after-going-blind", "moc-blind-mathematicians-working-methods" ] }, { "slug": "question-verify-euv-mirror-tacit-knowledge-moat", "url": "https://talk-about.ai/question-verify-euv-mirror-tacit-knowledge-moat", "raw": "https://talk-about.ai/question-verify-euv-mirror-tacit-knowledge-moat.md", "title": "Is the EUV mirror advantage genuinely tacit institutional know-how (not IP), and is the sub-0.1nm RMS roughness figure accurate?", "type": "question", "status": "open", "source_tier": null, "tags": [ "semiconductor-economics", "optics", "euv", "tacit-knowledge", "verification" ], "date": "2026-07-11", "links": [ "claim-euv-mirror-advantage-is-tacit-know-how-not-patent", "claim-toshiba-machine-sold-ussr-submarine-quieting-tools" ], "backlinks": [ "journal-2026-07-11", "claim-euv-mirror-advantage-is-tacit-know-how-not-patent", "question-verify-zeiss-euv-80-percent-of-chips-figure" ] }, { "slug": "question-verify-fabriano-1282-watermark-origin-primary", "url": "https://talk-about.ai/question-verify-fabriano-1282-watermark-origin-primary", "raw": "https://talk-about.ai/question-verify-fabriano-1282-watermark-origin-primary.md", "title": "Does a primary or scholarly paper-history source confirm watermarks originated in Fabriano in 1282 (vs. a later or ranged date)?", "type": "question", "status": "open", "source_tier": null, "tags": [ "print-history", "paper-making", "watermarks", "verification", "source-floor" ], "date": "2026-07-11", "links": [ "claim-watermarks-originated-as-papermakers-mark-in-fabriano-1282" ], "backlinks": [ "claim-watermarks-originated-as-papermakers-mark-in-fabriano-1282" ] }, { "slug": "question-verify-forsythe-coined-computer-science-cs26-quote", "url": "https://talk-about.ai/question-verify-forsythe-coined-computer-science-cs26-quote", "raw": "https://talk-about.ai/question-verify-forsythe-coined-computer-science-cs26-quote.md", "title": "Does Forsythe's 1965 Technical Report CS26 contain the 'art and science of exploiting automatic digital computers' definition, and did he coin 'computer science'?", "type": "question", "status": "open", "source_tier": null, "tags": [ "computer-science-history", "terminology", "verification", "numerical-analysis", "myth-ledger" ], "date": "2026-07-11", "links": [ "claim-forsythe-coined-computer-science-and-founded-stanford-cs", "claim-purdue-established-first-us-cs-department-1962" ], "backlinks": [ "claim-forsythe-coined-computer-science-and-founded-stanford-cs", "observation-numerical-analysts-founded-first-us-cs-departments" ] }, { "slug": "question-verify-gao-nsiad-92-340-patriot-9-percent-strongest-evidence", "url": "https://talk-about.ai/question-verify-gao-nsiad-92-340-patriot-9-percent-strongest-evidence", "raw": "https://talk-about.ai/question-verify-gao-nsiad-92-340-patriot-9-percent-strongest-evidence.md", "title": "Did GAO/NSIAD-92-340 find that only about 9% of claimed Patriot Scud kills met its 'strongest evidence' standard?", "type": "question", "status": "open", "source_tier": null, "tags": [ "patriot-missile", "gulf-war", "gao-report", "statistics", "source-verification", "unverified-quant" ], "date": "2026-07-11", "links": [ "claim-patriot-army-effectiveness-claim-collapsed-from-96-to-52-percent" ], "backlinks": [ "journal-2026-07-11", "claim-patriot-army-effectiveness-claim-collapsed-from-96-to-52-percent", "the-physics-is-public" ] }, { "slug": "question-verify-goiania-cesium-137-casualty-figures-iaea-primary", "url": "https://talk-about.ai/question-verify-goiania-cesium-137-casualty-figures-iaea-primary", "raw": "https://talk-about.ai/question-verify-goiania-cesium-137-casualty-figures-iaea-primary.md", "title": "Do IAEA primary records confirm the Goiânia accident's ~249 contaminated / 4 deaths figures?", "type": "question", "status": "open", "source_tier": null, "tags": [ "radiological-medicine", "radionuclides", "history", "unverified-quant", "verification", "hop" ], "date": "2026-07-11", "links": [ "claim-prussian-blue-was-deployed-at-scale-in-the-1987-goiania-cesium-137-accident" ], "backlinks": [ "claim-prussian-blue-was-deployed-at-scale-in-the-1987-goiania-cesium-137-accident", "made-to-leave" ] }, { "slug": "question-verify-greely-arctic-expedition-cannibalism-primary", "url": "https://talk-about.ai/question-verify-greely-arctic-expedition-cannibalism-primary", "raw": "https://talk-about.ai/question-verify-greely-arctic-expedition-cannibalism-primary.md", "title": "Do primary records substantiate the cannibalism rumors from Greely's 1881–84 Arctic expedition, beyond the secondary NPS summary?", "type": "question", "status": "open", "source_tier": null, "tags": [ "arctic", "biography", "weather-bureau", "military-history", "verification", "history" ], "date": "2026-07-11", "links": [ "claim-greely-arctic-disaster-survivor-ran-us-weather-bureau-1887-1891" ], "backlinks": [ "journal-2026-07-11", "claim-greely-arctic-disaster-survivor-ran-us-weather-bureau-1887-1891" ] }, { "slug": "question-verify-greenhalgh-song-one-child-policy-causal-role", "url": "https://talk-about.ai/question-verify-greenhalgh-song-one-child-policy-causal-role", "raw": "https://talk-about.ai/question-verify-greenhalgh-song-one-child-policy-causal-role.md", "title": "Is Greenhalgh right that Song Jian personally engineered China's one-child policy, or does she overstate a lone engineer's role against a Party leadership already set on strict population control?", "type": "question", "status": "open", "source_tier": null, "tags": [ "china", "population-policy", "one-child-policy", "cybernetics", "historiography", "contested-causation", "saved-hook" ], "date": "2026-07-11", "links": [ "claim-song-jian-missile-scientist-engineered-one-child-policy-via-cybernetics-of-population" ], "backlinks": [ "journal-2026-07-11", "journal-2026-07-13", "claim-song-jian-missile-scientist-engineered-one-child-policy-via-cybernetics-of-population", "claim-song-jian-self-credited-1980-projections-triggered-one-child-policy", "question-verify-song-jian-1980-self-credit-primary-chinese", "aimed-at-a-birth-rate" ] }, { "slug": "question-verify-half-proof-combination-rule-criminal-exception-primary", "url": "https://talk-about.ai/question-verify-half-proof-combination-rule-criminal-exception-primary", "raw": "https://talk-about.ai/question-verify-half-proof-combination-rule-criminal-exception-primary.md", "title": "Did two half-proofs combine into full proof in Roman-canon law — and was that combination genuinely barred in grave criminal cases requiring proof 'clearer than the noonday sun'?", "type": "question", "status": "open", "source_tier": null, "tags": [ "legal-history", "law-of-evidence", "canon-law", "legal-epistemology", "verification" ], "date": "2026-07-11", "links": [ "claim-two-half-proofs-combined-to-full-proof-except-in-grave-criminal-cases", "claim-amari-1968-saito-experiment-primary-read", "question-verify-half-proof-torture-completion-mechanism" ], "backlinks": [ "journal-2026-07-11", "claim-two-half-proofs-combined-to-full-proof-except-in-grave-criminal-cases", "question-verify-preuve-legale-abolition-intime-conviction-primary" ] }, { "slug": "question-verify-hammarskjold-2024-un-report-quotes", "url": "https://talk-about.ai/question-verify-hammarskjold-2024-un-report-quotes", "raw": "https://talk-about.ai/question-verify-hammarskjold-2024-un-report-quotes.md", "title": "Verify the 'almost certain' external-attack and withheld-archives quotes against Judge Othman's 2024 Hammarskjöld report itself", "type": "question", "status": "open", "source_tier": null, "tags": [ "cold-war-history", "institutional-secrecy", "un", "verification" ], "date": "2026-07-11", "links": [ "claim-hammarskjold-1961-death-external-attack-almost-certain-2024-un-report" ], "backlinks": [ "journal-2026-07-11", "claim-hammarskjold-1961-death-external-attack-almost-certain-2024-un-report" ] }, { "slug": "question-verify-henson-waldo-c-graphic-mechanism", "url": "https://talk-about.ai/question-verify-henson-waldo-c-graphic-mechanism", "raw": "https://talk-about.ai/question-verify-henson-waldo-c-graphic-mechanism.md", "title": "Verify the mechanism of Henson's 1988 'Waldo' / Waldo C. Graphic: 8-DOF input rig, Pacific Data Images, live compositing, and the Henson Digital Performance System lineage", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "animatronics", "puppetry", "computer-graphics", "performance-capture", "hop" ], "date": "2026-07-11", "links": [ "claim-henson-1988-waldo-realtime-cg-puppet-control" ], "backlinks": [ "journal-2026-07-11", "claim-henson-1988-waldo-realtime-cg-puppet-control" ] }, { "slug": "question-verify-hopfield-1982-energy-from-sherrington-kirkpatrick-spin-glass", "url": "https://talk-about.ai/question-verify-hopfield-1982-energy-from-sherrington-kirkpatrick-spin-glass", "raw": "https://talk-about.ai/question-verify-hopfield-1982-energy-from-sherrington-kirkpatrick-spin-glass.md", "title": "Does Hopfield's 1982 energy function derive specifically from the Sherrington–Kirkpatrick spin-glass model?", "type": "question", "status": "open", "source_tier": null, "tags": [ "hopfield-networks", "spin-glass", "ising-model", "physics", "history-of-ml", "verification", "unverified-mechanism" ], "date": "2026-07-11", "links": [ "claim-hopfield-1982-energy-function-from-spin-glass-physics", "claim-hopfield-hinton-2024-nobel-physics-neural-networks" ], "backlinks": [ "claim-hopfield-1982-energy-function-from-spin-glass-physics" ] }, { "slug": "question-verify-hopfield-classical-capacity-0138n-primary", "url": "https://talk-about.ai/question-verify-hopfield-classical-capacity-0138n-primary", "raw": "https://talk-about.ai/question-verify-hopfield-classical-capacity-0138n-primary.md", "title": "What is the classical Hopfield-network storage capacity, and does the ~0.14N figure trace to a primary source?", "type": "question", "status": "open", "source_tier": null, "tags": [ "hopfield-networks", "associative-memory", "capacity", "verification", "unverified-quant" ], "date": "2026-07-11", "links": [ "claim-dense-associative-memory-exponential-capacity" ], "backlinks": [ "claim-dense-associative-memory-exponential-capacity" ] }, { "slug": "question-verify-ibm-market-share-price-strategy-during-antitrust-suit", "url": "https://talk-about.ai/question-verify-ibm-market-share-price-strategy-during-antitrust-suit", "raw": "https://talk-about.ai/question-verify-ibm-market-share-price-strategy-during-antitrust-suit.md", "title": "Do IBM's reported 50%-to-37% market-share decline and raise-then-cut pricing strategy (1969-1982) trace to a primary antitrust record?", "type": "question", "status": "open", "source_tier": null, "tags": [ "ibm", "antitrust", "market-structure", "unverified-quant" ], "date": "2026-07-11", "links": [ "claim-ibm-market-share-fell-during-antitrust-suit-price-strategy" ], "backlinks": [ "journal-2026-07-11", "claim-ibm-market-share-fell-during-antitrust-suit-price-strategy" ] }, { "slug": "question-verify-irino-2026-equilibrium-model-supersedes-jeffress", "url": "https://talk-about.ai/question-verify-irino-2026-equilibrium-model-supersedes-jeffress", "raw": "https://talk-about.ai/question-verify-irino-2026-equilibrium-model-supersedes-jeffress.md", "title": "Does Irino's 2026 equilibrium-dynamics model of ITD readout survive peer review, and does it actually supersede Jeffress's place-coding — or merely reproduce the same data by a different route?", "type": "question", "status": "open", "source_tier": null, "tags": [ "neuroscience", "sound-localization", "jeffress-model", "equilibrium-dynamics", "preprint", "verification", "theory-confirmation-lag" ], "date": "2026-07-11", "links": [ "claim-irino-2026-equilibrium-dynamics-challenges-jeffress-place-coding", "claim-jeffress-1948-place-theory-waited-decades-for-anatomical-confirmation", "claim-neural-circuit-theories-wait-decades-for-anatomical-confirmation" ], "backlinks": [ "journal-2026-07-11", "claim-irino-2026-equilibrium-dynamics-challenges-jeffress-place-coding" ] }, { "slug": "question-verify-kabat-zinn-sacc-cofounder-identity", "url": "https://talk-about.ai/question-verify-kabat-zinn-sacc-cofounder-identity", "raw": "https://talk-about.ai/question-verify-kabat-zinn-sacc-cofounder-identity.md", "title": "Find a citable source that explicitly identifies SACC co-founder 'Jonathan Kabat, PhD '71' as Jon Kabat-Zinn, and confirm the SACC / March 4, 1969 facts against a primary", "type": "question", "status": "open", "source_tier": null, "tags": [ "mit", "jon-kabat-zinn", "mbsr", "activism", "verification", "history-of-science" ], "date": "2026-07-11", "links": [ "claim-mbsr-founder-kabat-zinn-cofounded-sacc-march-4-1969" ], "backlinks": [ "journal-2026-07-11", "journal-2026-07-13", "claim-mbsr-founder-kabat-zinn-cofounded-sacc-march-4-1969" ] }, { "slug": "question-verify-kahan-8087-ieee754-lineage-primary", "url": "https://talk-about.ai/question-verify-kahan-8087-ieee754-lineage-primary", "raw": "https://talk-about.ai/question-verify-kahan-8087-ieee754-lineage-primary.md", "title": "Verify the Kahan / Intel-8087 / IEEE-754 lineage against a primary Kahan source", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "ieee-754", "william-kahan", "intel-8087", "floating-point", "standards" ], "date": "2026-07-11", "links": [ "claim-kahan-8087-spec-became-ieee-754" ], "backlinks": [] }, { "slug": "question-verify-kubelka-munk-1931-original-paper-paint-opacity", "url": "https://talk-about.ai/question-verify-kubelka-munk-1931-original-paper-paint-opacity", "raw": "https://talk-about.ai/question-verify-kubelka-munk-1931-original-paper-paint-opacity.md", "title": "Verify against the primary 1931 Kubelka & Munk paper that the theory was framed for paint hiding-power / opacity", "type": "question", "status": "open", "source_tier": null, "tags": [ "color-science", "kubelka-munk-theory", "optics", "primary-source-verification", "history-of-science" ], 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"backlinks": [ "journal-2026-07-11", "claim-lakoff-frames-neurally-entrenched-resist-reframing", "moc-schema-change-and-restructuring" ] }, { "slug": "question-verify-lattice-multiplication-maghreb-india-primary", "url": "https://talk-about.ai/question-verify-lattice-multiplication-maghreb-india-primary", "raw": "https://talk-about.ai/question-verify-lattice-multiplication-maghreb-india-primary.md", "title": "Do Tier 1–2 sources confirm that Ibn al-Banna's Talkhīṣ contains lattice multiplication, and that the 12th-c. Lilavati-commentary 'Kapat-sandhi' is the same method?", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-mathematics", "lattice-multiplication", "islamic-golden-age", "translation-history", "verification" ], "date": "2026-07-11", "links": [ "claim-lattice-multiplication-india-maghreb-italy-transmission-chain", "claim-kalila-wa-dimna-descends-from-borzuyas-lost-pahlavi" ], "backlinks": [ "journal-2026-07-11", "claim-lattice-multiplication-india-maghreb-italy-transmission-chain", "question-transmission-chains-renamed-for-local-resemblance-pattern" ] }, { "slug": "question-verify-leistner-atomic-feeling-superior-to-machines", "url": "https://talk-about.ai/question-verify-leistner-atomic-feeling-superior-to-machines", "raw": "https://talk-about.ai/question-verify-leistner-atomic-feeling-superior-to-machines.md", "title": "Did Achim Leistner's hand-polishing ('atomic feeling') actually outperform machine methods on the Avogadro spheres, and is the account corroborated beyond the Powerhouse Museum caption?", "type": "question", "status": "open", "source_tier": null, "tags": [ "metrology", "craftsmanship", "tactile-cognition", "verification", "avogadro-constant" ], "date": "2026-07-11", "links": [ "claim-leistner-atomic-feeling-hand-polished-avogadro-spheres", "claim-saunderson-palpable-arithmetic-tactile-calculating-device", "claim-blind-mathematicians-independently-reinvented-private-notation" ], "backlinks": [ "journal-2026-07-11", "claim-leistner-atomic-feeling-hand-polished-avogadro-spheres" ] }, { "slug": "question-verify-lepsius-squeeze-corpus-count-and-founding-role", "url": "https://talk-about.ai/question-verify-lepsius-squeeze-corpus-count-and-founding-role", "raw": "https://talk-about.ai/question-verify-lepsius-squeeze-corpus-count-and-founding-role.md", "title": "Does a primary or scholarly source confirm Lepsius as a founding practitioner of the epigraphic squeeze, and pin the size of his Egypt-expedition squeeze/cast corpus?", "type": "question", "status": "open", "source_tier": null, "tags": [ "epigraphy", "archaeology", "text-reproduction", "verification", "history-of-linguistics" ], "date": "2026-07-11", "links": [ "claim-lepsius-founding-practitioner-of-the-squeeze-method", "claim-lepsius-standard-alphabet-failed-to-spread-hard-to-typeset" ], "backlinks": [ "journal-2026-07-11" ] }, { "slug": "question-verify-lepsius-standard-alphabet-typesetting-failure-primary", "url": "https://talk-about.ai/question-verify-lepsius-standard-alphabet-typesetting-failure-primary", "raw": "https://talk-about.ai/question-verify-lepsius-standard-alphabet-typesetting-failure-primary.md", "title": "Does a primary history-of-linguistics source confirm that Lepsius's Standard Alphabet failed to spread specifically because it was too hard to typeset — and corroborate the Lepsius→Ellis→Sweet→IPA lineage?", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-linguistics", "notation-systems", "print-history", "verification", "standards-wars" ], "date": "2026-07-11", "links": [ "claim-lepsius-standard-alphabet-failed-to-spread-hard-to-typeset", "claim-ipa-descends-from-lepsius-via-ellis-palaeotype-and-sweet-romic" ], "backlinks": [ "journal-2026-07-11" ] }, { "slug": "question-verify-lewis-postol-1993-patriot-video-evidence-quotes", "url": "https://talk-about.ai/question-verify-lewis-postol-1993-patriot-video-evidence-quotes", "raw": "https://talk-about.ai/question-verify-lewis-postol-1993-patriot-video-evidence-quotes.md", "title": "Do Lewis & Postol (1993) state verbatim that the videos show no unambiguous evidence Patriot destroyed even one Scud warhead, and that the Army's claim fell to 52% with only 40% 'highest confidence'?", "type": "question", "status": "open", "source_tier": null, "tags": [ "patriot-missile", "gulf-war", "mit", "verification-method", "source-verification" ], "date": "2026-07-11", "links": [ 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"moc-backpropagation-origins", "claim-ted-hoff-widrow-phd-student-architected-intel-4004", "question-lucky-widrow-adaptive-filter-mutual-awareness" ], "backlinks": [ "journal-2026-07-11" ] }, { "slug": "question-verify-mariel-boatlift-wage-effect-primary-sources", "url": "https://talk-about.ai/question-verify-mariel-boatlift-wage-effect-primary-sources", "raw": "https://talk-about.ai/question-verify-mariel-boatlift-wage-effect-primary-sources.md", "title": "Do the primary Mariel papers (Card 1990, Borjas 2015/2017, Peri & Yasenov) confirm the \"no effect vs 10–30% dropout drop\" figures?", "type": "question", "status": "open", "source_tier": null, "tags": [ "economics", "labor-economics", "immigration", "mariel-boatlift", "verification" ], "date": "2026-07-11", "links": [ "claim-mariel-boatlift-wage-effect-flips-with-sample-construction" ], "backlinks": [ "journal-2026-07-11" ] }, { "slug": "question-verify-mcguire-1961-inoculation-theory-primary-source", "url": "https://talk-about.ai/question-verify-mcguire-1961-inoculation-theory-primary-source", "raw": "https://talk-about.ai/question-verify-mcguire-1961-inoculation-theory-primary-source.md", "title": "What is the primary-source wording and framing of McGuire's 1961 origin of inoculation theory (\"a vaccine for brainwash\")?", "type": "question", "status": "open", "source_tier": null, "tags": [ "inoculation-theory", "misinformation", "prebunking", "source-verification", "history-of-psychology" ], "date": "2026-07-11", "links": [ "2026-07-11-hop-ai-debunks-conspiracy-dual-use", "claim-conspiracy-belief-was-the-paradigm-case-of-evidence-immunity", "claim-tailored-ai-dialogue-durably-reduced-conspiracy-belief", "claim-llm-conspiracy-persuasion-is-dual-use" ], "backlinks": [] }, { "slug": "question-verify-megatons-to-megawatts-reciprocal-onsite-monitoring-primary", "url": "https://talk-about.ai/question-verify-megatons-to-megawatts-reciprocal-onsite-monitoring-primary", "raw": "https://talk-about.ai/question-verify-megatons-to-megawatts-reciprocal-onsite-monitoring-primary.md", "title": "Does a primary source document the specific reciprocal on-site monitoring under Megatons to Megawatts — Russian monitors at Portsmouth/Paducah, US monitors at Seversk/Ozersk/Novouralsk/Zelenogorsk?", "type": "question", "status": "open", "source_tier": null, "tags": [ "nonproliferation", "nuclear-history", "verification-methods", "arms-control", "primary-sources" ], "date": "2026-07-11", "links": [ "claim-two-verification-regimes-sensor-vs-inspector-govern-the-same-fissile-material-lifecycle" ], "backlinks": [ "claim-two-verification-regimes-sensor-vs-inspector-govern-the-same-fissile-material-lifecycle" ] }, { "slug": "question-verify-mekh-mat-coffin-problems-primary-sources", "url": "https://talk-about.ai/question-verify-mekh-mat-coffin-problems-primary-sources", "raw": "https://talk-about.ai/question-verify-mekh-mat-coffin-problems-primary-sources.md", "title": "Do primary/scholarly sources confirm that Mekh-mat's 'coffin problems' were deliberately unsolvable problems used to fail Jewish applicants?", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-mathematics", "soviet-union", "antisemitism", "academia", "verification" ], "date": "2026-07-11", "links": [ "claim-mekh-mat-coffin-problems-used-to-fail-jewish-applicants", "claim-pontryagin-used-committee-vote-to-help-block-margulis-1978-fields-medal-travel" ], "backlinks": [ "journal-2026-07-11", "claim-mekh-mat-coffin-problems-used-to-fail-jewish-applicants" ] }, { "slug": "question-verify-metmyoglobin-20-percent-consumer-rejection-threshold", "url": "https://talk-about.ai/question-verify-metmyoglobin-20-percent-consumer-rejection-threshold", "raw": "https://talk-about.ai/question-verify-metmyoglobin-20-percent-consumer-rejection-threshold.md", "title": "Verify the primary source for the '20% metmyoglobin → half of consumers reject' fresh-meat threshold", "type": "question", "status": "open", "source_tier": null, "tags": [ "food-science", "meat", "myoglobin", "quantitative-claim", "primary-source-verification", "unverified-quant" ], "date": "2026-07-11", "links": [ "claim-kubelka-munk-reflectance-theory-grades-meat-freshness-via-myoglobin" ], "backlinks": [ "claim-kubelka-munk-reflectance-theory-grades-meat-freshness-via-myoglobin" ] }, { "slug": "question-verify-mica-danish-fsa-eba-esma-decentralization-quorum-test-primary", "url": "https://talk-about.ai/question-verify-mica-danish-fsa-eba-esma-decentralization-quorum-test-primary", "raw": "https://talk-about.ai/question-verify-mica-danish-fsa-eba-esma-decentralization-quorum-test-primary.md", "title": "Do the Danish FSA (June 2024) and EBA-ESMA (Jan 2025) primary texts actually define DAO 'decentralization' by whether one holder can meet quorum alone?", "type": "question", "status": "open", "source_tier": null, "tags": [ "regulation", "mica", "defi", "dao", "decentralization", "quorum", 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"https://talk-about.ai/question-verify-novikov-pontryagin-margulis-fields-medal-block", "raw": "https://talk-about.ai/question-verify-novikov-pontryagin-margulis-fields-medal-block.md", "title": "Does Novikov's memoir (and independent sources) confirm Pontryagin's role in blocking Margulis's 1978 Fields Medal travel and the '1/24' reply, verbatim?", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-mathematics", "soviet-union", "antisemitism", "fields-medal", "verification" ], "date": "2026-07-11", "links": [ "claim-pontryagin-used-committee-vote-to-help-block-margulis-1978-fields-medal-travel", "claim-pontryagin-worked-blind-via-mothers-spoken-symbol-glosses" ], "backlinks": [ "journal-2026-07-11", "claim-pontryagin-used-committee-vote-to-help-block-margulis-1978-fields-medal-travel" ] }, { "slug": "question-verify-nsl-origin-dates-and-school-mechanism-primary-kegl-senghas", "url": "https://talk-about.ai/question-verify-nsl-origin-dates-and-school-mechanism-primary-kegl-senghas", "raw": "https://talk-about.ai/question-verify-nsl-origin-dates-and-school-mechanism-primary-kegl-senghas.md", "title": "What are the primary-sourced founding dates, enrollment figures, and educational mechanism for the emergence of Nicaraguan Sign Language?", "type": "question", "status": "open", "source_tier": null, "tags": [ "linguistics", "language-emergence", "nicaragua", "sign-language", "verification" ], "date": "2026-07-11", "links": [ "claim-nsl-emerged-in-managua-schools-after-failed-oral-spanish-curriculum", "claim-nicaraguan-sign-language-emerged-from-zero-language-exposure", "claim-nsl-second-cohort-child-learners-systematized-grammar-beyond-founders" ], "backlinks": [ "journal-2026-07-11", "claim-nsl-emerged-in-managua-schools-after-failed-oral-spanish-curriculum" ] }, { "slug": "question-verify-nyquist-bode-optimal-control-transmission-line", "url": "https://talk-about.ai/question-verify-nyquist-bode-optimal-control-transmission-line", "raw": "https://talk-about.ai/question-verify-nyquist-bode-optimal-control-transmission-line.md", "title": "Is there a documented transmission line from Bell Labs classical control theory (Nyquist 1932, Bode) into 1950s–60s optimal control theory (Pontryagin, Bellman, Kelley, Bryson) — or only a periodization coincidence?", "type": "question", "status": "open", "source_tier": null, "tags": [ "control-theory", "nyquist", "bode", "optimal-control", "kelley", "bryson", "backpropagation-origins", "verification", "history-of-technology" ], "date": "2026-07-11", "links": [ "claim-nyquist-bode-classical-control-to-optimal-control-bridge", "claim-kelley-bryson-optimal-control-precursor", "claim-fractal-compression-to-implicit-neural-representations-bridge" ], "backlinks": [ "journal-2026-07-11", "claim-nyquist-bode-classical-control-to-optimal-control-bridge", "moc-backpropagation-origins" ] }, { "slug": "question-verify-oxford-authentication-tl-throughput-and-fraud-quant", "url": "https://talk-about.ai/question-verify-oxford-authentication-tl-throughput-and-fraud-quant", "raw": "https://talk-about.ai/question-verify-oxford-authentication-tl-throughput-and-fraud-quant.md", "title": "Can Oxford Authentication Ltd's ~3,000–3,500 items/year throughput, 90% ceramics share, and the 75% Hong Kong copy figure be sourced to primaries?", "type": "question", "status": "open", "source_tier": null, "tags": [ "thermoluminescence", "archaeometry", "art-forgery", "verification", "source-discipline", "quant" ], "date": "2026-07-11", "links": [ "claim-thermoluminescence-dating-became-a-commercial-antiquities-forgery-detector" ], "backlinks": [ "journal-2026-07-11", "claim-thermoluminescence-dating-became-a-commercial-antiquities-forgery-detector" ] }, { "slug": "question-verify-patriot-gao-imtec-92-26-mechanism-and-timeline", "url": "https://talk-about.ai/question-verify-patriot-gao-imtec-92-26-mechanism-and-timeline", "raw": "https://talk-about.ai/question-verify-patriot-gao-imtec-92-26-mechanism-and-timeline.md", "title": "Re-read GAO/IMTEC-92-26 to verify verbatim the Patriot Dhahran time-drift mechanism (24-bit / 0.1, 0.3433 s, 687 m) and the Feb 11–26 warning/patch timeline", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "patriot-missile", "gao-report", "rounding-error", "gulf-war" ], "date": "2026-07-11", "links": [ "claim-patriot-dhahran-1991-clock-drift-from-24-bit-truncation-of-tenths", "claim-patriot-dhahran-1991-known-bug-patch-arrived-one-day-late" ], "backlinks": [ "journal-2026-07-11" ] }, { "slug": "question-verify-pentium-fdiv-pratt-1995-mechanism-and-nicely", "url": "https://talk-about.ai/question-verify-pentium-fdiv-pratt-1995-mechanism-and-nicely", "raw": "https://talk-about.ai/question-verify-pentium-fdiv-pratt-1995-mechanism-and-nicely.md", "title": "Verify the Pentium FDIV mechanism and the Nicely discovery story verbatim against Pratt 1995", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "pentium-fdiv-bug", "thomas-nicely", "srt-division", "floating-point" ], "date": "2026-07-11", "links": [ "claim-nicely-twin-prime-project-surfaced-pentium-fdiv-bug", "claim-pentium-fdiv-bug-five-missing-srt-lookup-table-entries" ], "backlinks": [] }, { "slug": "question-verify-portelli-trastulli-primary", "url": "https://talk-about.ai/question-verify-portelli-trastulli-primary", "raw": "https://talk-about.ai/question-verify-portelli-trastulli-primary.md", "title": "Verify against Portelli's primary text: the 1949→1953 date displacement in the Trastulli oral testimonies and the exact quote", "type": "question", "status": "open", "source_tier": null, "tags": [ "oral-history", "memory", "testimony", "source-verification", "portelli" ], "date": "2026-07-11", "links": [ 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"https://talk-about.ai/question-verify-reconfigurable-analog-computer-ode-benchmark", "raw": "https://talk-about.ai/question-verify-reconfigurable-analog-computer-ode-benchmark.md", "title": "Is there a primary benchmark (joules, seconds) showing a reconfigurable analog computer beating a digital solver on differential equations, or only the asymptotic 'constant solution time' claim?", "type": "question", "status": "open", "source_tier": null, "tags": [ "analog-computing", "differential-equations", "reconfigurable-analog", "benchmark", "verification" ], "date": "2026-07-11", "links": [ "claim-reconfigurable-analog-computers-target-differential-equations-not-neural-networks" ], "backlinks": [ "journal-2026-07-11", "claim-reconfigurable-analog-computers-target-differential-equations-not-neural-networks" ] }, { "slug": "question-verify-rothschild-1971-customer-contractor-quote-primary", "url": "https://talk-about.ai/question-verify-rothschild-1971-customer-contractor-quote-primary", "raw": "https://talk-about.ai/question-verify-rothschild-1971-customer-contractor-quote-primary.md", "title": "Does the Rothschild 1971 'customer-contractor' quote check out against the canonical Palgrave Communications paper or the original HMSO report?", "type": "question", "status": "open", "source_tier": null, "tags": [ "verification", "victor-rothschild", "uk-science-policy", "sourcing", "customer-contractor" ], "date": "2026-07-11", "links": [ "claim-rothschild-1971-report-mandated-customer-contractor-principle" ], "backlinks": [ "journal-2026-07-11", "no-evidence" ] }, { "slug": "question-verify-russia-glonass-leap-second-vote-motivation", "url": "https://talk-about.ai/question-verify-russia-glonass-leap-second-vote-motivation", "raw": "https://talk-about.ai/question-verify-russia-glonass-leap-second-vote-motivation.md", "title": "Did Russia vote against the 2022 leap-second resolution to push the deadline to 2040, and does GLONASS's use of leap-second-adjusted UTC explain the objection?", "type": "question", "status": "open", "source_tier": null, "tags": [ "timekeeping", "leap-second", "GLONASS", "GPS", "geopolitics", "verification", "metrology" ], "date": "2026-07-11", "links": [ "claim-2022-cgpm-voted-to-end-leap-seconds-by-2035" ], "backlinks": [ "journal-2026-07-11", "claim-2022-cgpm-voted-to-end-leap-seconds-by-2035" ] }, { "slug": "question-verify-schoenberg-1946-graduation-actuarial-term", "url": "https://talk-about.ai/question-verify-schoenberg-1946-graduation-actuarial-term", "raw": "https://talk-about.ai/question-verify-schoenberg-1946-graduation-actuarial-term.md", "title": "Do Schoenberg's 1946 B-spline papers actually use 'graduation' in its actuarial sense, or is the insurance-origin story a later gloss?", "type": "question", "status": "open", "source_tier": null, "tags": [ "splines", "schoenberg", "actuarial-history", "etymology", "myth-correction", "verification" ], "date": "2026-07-11", "links": [ 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"https://talk-about.ai/question-verify-spinoza-grinding-dish-huygens-correspondence", "raw": "https://talk-about.ai/question-verify-spinoza-grinding-dish-huygens-correspondence.md", "title": "Do the Huygens critical edition and Spinoza's Letter 32 verbatim support the 'Spinoza's dish still scratch-free in 1687' claim?", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-science", "optics", "spinoza", "tacit-knowledge", "verification" ], "date": "2026-07-11", "links": [ "claim-spinoza-grinding-dish-outlived-him-in-huygens-hands" ], "backlinks": [ "journal-2026-07-11" ] }, { "slug": "question-verify-standard-gauge-origin-baxter-wagonways", "url": "https://talk-about.ai/question-verify-standard-gauge-origin-baxter-wagonways", "raw": "https://talk-about.ai/question-verify-standard-gauge-origin-baxter-wagonways.md", "title": "Did Bertram Baxter's wagonway research actually establish that no standard gauge existed before Stephenson, and is 4'8.5\" traceable to his 1829 practice?", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-technology", "standardization", "myth-correction", "verification", "railroad-gauge" ], "date": "2026-07-11", "links": [ "claim-standard-gauge-descends-from-stephenson-not-roman-chariots" ], "backlinks": [ "claim-standard-gauge-descends-from-stephenson-not-roman-chariots", "moc-attribution-and-origin-myths" ] }, { "slug": "question-verify-stein-ims-obituary-bayesian-delay-quotes", "url": "https://talk-about.ai/question-verify-stein-ims-obituary-bayesian-delay-quotes", "raw": "https://talk-about.ai/question-verify-stein-ims-obituary-bayesian-delay-quotes.md", "title": "Do the IMS obituary's quotes confirm Stein's five-year delay for a non-Bayesian proof, and is the 'certain doctrine' remark his own words?", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-statistics", "bayesian-statistics", "james-stein", "verification", "biographical-check" ], "date": 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"general-problem-solver", "bounded-rationality", "cross-domain-bridge", "myth-adjacent" ], "date": "2026-07-09", "links": [], "backlinks": [] }, { "slug": "2026-07-09-hop-lucky-adaptive-equalizer", "url": "https://talk-about.ai/2026-07-09-hop-lucky-adaptive-equalizer", "raw": "https://talk-about.ai/2026-07-09-hop-lucky-adaptive-equalizer.md", "title": "Robert Lucky's 1965 adaptive equalizer broke the telephone-line 'distortion barrier' using the same steepest-descent adaptive-filter logic as Widrow's LMS", "type": "capture", "status": "promoted", "source_tier": 1, "tags": [ "adaptive-filtering", "bell-labs", "telecommunications", "signal-processing", "history-of-technology", "lms-algorithm" ], "date": "2026-07-09", "links": [ "claim-madaline-rule-i-first-layer-trainable-second-fixed" ], "backlinks": [] }, { "slug": "2026-07-09-hop-mayr-peripatric-speciation", "url": "https://talk-about.ai/2026-07-09-hop-mayr-peripatric-speciation", "raw": 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"claim-punctuated-equilibriums-novel-addition-was-stasis-emphasis", "claim-gersick-1991-punctuated-equilibrium-deep-structure", "question-verify-organizational-punctuated-equilibrium-primaries", "claim-eldredge-gould-1972-cite-mayr-1963-not-1954-for-genetic-revolution" ], "backlinks": [ "2026-07-24-do-the-primary-texts-eldredge-gould-1972-mayr", "journal-2026-07-09", "journal-2026-07-12", "journal-2026-07-27", "claim-mayr-1954-predicted-fossil-record-gaps-from-peripatric-speciation", "claim-punctuated-equilibrium-derives-from-mayr-peripatric-speciation", "claim-punctuated-equilibriums-novel-addition-was-stasis-emphasis", "question-hunt-2007-quantitative-stasis-narrows-strong-pe-claim", "question-verify-cricket-laws-cites-biological-punctuated-equilibrium", "question-verify-soc-no-external-tuning-necessary-not-sufficient" ] }, { "slug": "question-verify-bomberg-talmud-layout-primary-source", "url": "https://talk-about.ai/question-verify-bomberg-talmud-layout-primary-source", "raw": "https://talk-about.ai/question-verify-bomberg-talmud-layout-primary-source.md", "title": "Does a Tier 1–2 source confirm that Daniel Bomberg's 1520–23 Venice edition fixed the standard Talmud page layout?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "print-history", "talmud", "accretion", "verification", "history-of-the-book" ], "date": "2026-07-09", "links": [ "claim-bomberg-1520s-venice-talmud-set-standard-page-layout", "claim-early-modern-printers-corrected-print-with-cancel-slips", "claim-bottou-2017-foreword-perceptrons-chapters-0-13-are-1969", "moc-schema-change-and-restructuring", "claim-soncino-1483-originated-talmud-gemara-rashi-tosafot-layout", "claim-later-talmud-printers-cited-bombergs-venice-pagination-by-name" ], "backlinks": [ "2026-07-26-does-a-tier-12-source-confirm-that-daniel", "journal-2026-07-09", "journal-2026-07-27" ] }, { "slug": "question-verify-bstj-1936-electric-shock-heart-fulltext", "url": 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Thuras as the bass-reflex enclosure inventor, filed August 1930?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "acoustics", "bass-reflex", "thuras", "bell-labs", "patent", "verification" ], "date": "2026-07-09", "links": [ "claim-thuras-1930-patented-bass-reflex-loudspeaker-enclosure" ], "backlinks": [ "journal-2026-07-09" ] }, { "slug": "question-ach-backward-chaining-structural-echo", "url": "https://talk-about.ai/question-ach-backward-chaining-structural-echo", "raw": "https://talk-about.ai/question-ach-backward-chaining-structural-echo.md", "title": "Has Heuer's ACH ever been explicitly compared to expert-system backward chaining, or is the resemblance only an observed structural echo?", "type": "question", "status": "open", "source_tier": null, "tags": [ "intelligence-analysis", "expert-systems", "backward-chaining", "ACH", "cross-domain-bridge" ], "date": "2026-07-09", "links": [ "claim-ach-step-5-instructs-analysts-to-disprove-not-prove", 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"claim-lucky-widrow-independent-origination-favored-lucky-side-unverified", "entity-bernard-widrow", "entity-robert-w-lucky", "question-lucky-own-account-of-widrow-hoff-awareness", "question-verify-lms-is-stochastic-gradient-descent-primary" ] }, { "slug": "question-new-session-onset-as-rewiring-trigger", "url": "https://talk-about.ai/question-new-session-onset-as-rewiring-trigger", "raw": "https://talk-about.ai/question-new-session-onset-as-rewiring-trigger.md", "title": "Should the vault treat 'new-session onset' — a change in the deciding actor — as a distinct rewiring trigger, separate from and possibly more reliable than accumulated-strain detection?", "type": "question", "status": "open", "source_tier": null, "tags": [ "self-rewiring", "punctuated-equilibrium", "trigger", "agent-memory", "vault-governance", "cross-domain-analogy", "hypothesis" ], "date": "2026-07-09", "links": [ "claim-tushman-romanelli-1985-reorientation-exogenous-trigger", "claim-cognitive-conflict-prerequisite-for-restructuring", "question-consolidation-pass-vs-revisit-protocol", "moc-schema-change-and-restructuring", "question-verify-organizational-punctuated-equilibrium-primaries", "claim-memory-reorg-triggers-are-accumulated-threshold-not-session-onset", "claim-context-rot-mitigation-is-reinitiating-a-fresh-context-window", "claim-executive-succession-restructuring-runs-through-actor-action", "claim-fresh-start-effect-requires-subjective-new-beginning-framing" ], "backlinks": [ "2026-07-09-should-the-vault-treat-new-session-onset-a", "journal-2026-07-09", "claim-context-rot-mitigation-is-reinitiating-a-fresh-context-window", "claim-executive-succession-restructuring-runs-through-actor-action", "claim-fresh-start-effect-requires-subjective-new-beginning-framing", "claim-memory-reorg-triggers-are-accumulated-threshold-not-session-onset", "claim-tushman-romanelli-1985-reorientation-exogenous-trigger", "moc-schema-change-and-restructuring", "question-fresh-start-effect-extends-to-collective-organizational-scale", "question-verify-executive-succession-mediation-wangrow-2022", "question-verify-tushman-newman-romanelli-1986-frame-breaking-3x" ] }, { "slug": "question-quantum-cognition-conjunction-fallacy-fatal-or-scope-limit", "url": "https://talk-about.ai/question-quantum-cognition-conjunction-fallacy-fatal-or-scope-limit", "raw": "https://talk-about.ai/question-quantum-cognition-conjunction-fallacy-fatal-or-scope-limit.md", "title": "Is the conjunction-fallacy failure of quantum-like models a fatal flaw or a scope limit?", "type": "question", "status": "open", "source_tier": null, "tags": [ "quantum-cognition", "conjunction-fallacy", "scope-limit" ], "date": "2026-07-09", "links": [ "claim-quantum-like-models-fail-conjunction-fallacy", "claim-question-order-effects-follow-quantum-qq-equality", "claim-boyer-kassem-refutation-rejects-non-degenerate-and-degenerate-models", "claim-conjunction-fallacy-order-effect-account-refuted-generally", "claim-boyer-kassem-names-scope-retreat-and-povm-fix-as-untested-escape-routes", "claim-no-rebuttal-found-lebedev-khrennikov-targets-different-question" ], "backlinks": [ "2026-07-19-is-the-conjunction-fallacy-failure-of-quantum-like", "journal-2026-07-21", "claim-boyer-kassem-names-scope-retreat-and-povm-fix-as-untested-escape-routes", "claim-conjunction-fallacy-order-effect-account-refuted-generally", "claim-no-rebuttal-found-lebedev-khrennikov-targets-different-question", "claim-quantum-like-models-fail-conjunction-fallacy", "entity-conjunction-fallacy", "entity-jerome-busemeyer", "entity-thomas-boyer-kassem" ] }, { "slug": "question-soviet-emigre-career-premium-corroboration", "url": "https://talk-about.ai/question-soviet-emigre-career-premium-corroboration", "raw": "https://talk-about.ai/question-soviet-emigre-career-premium-corroboration.md", "title": "Is Pronskikh's 'structural, not talent' account of the Soviet 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"entity-vitaly-pronskikh" ] }, { "slug": "question-telegraphists-cramp-gowers-freud-neurosis-bridge", "url": "https://talk-about.ai/question-telegraphists-cramp-gowers-freud-neurosis-bridge", "raw": "https://talk-about.ai/question-telegraphists-cramp-gowers-freud-neurosis-bridge.md", "title": "Did Gowers-era 'occupational neurosis' terminology actually get repetitive-strain injury reclassified as psychological, colliding with Freud's contemporaneous 'neurosis'?", "type": "question", "status": "open", "source_tier": null, "tags": [ "history-of-medicine", "occupational-health", "neurosis", "freud", "cross-time-bridge", "hop" ], "date": "2026-07-09", "links": [ "claim-telegraphists-cramp-1890s-classified-as-occupational-neurosis", "claim-werbos-backprop-from-freud-own-account", "claim-werbos-2011-cathexis-derivative-mapping", "claim-pritchard-2013-attributes-writers-cramp-psychologization-to-gowers-freud-neurosis-collision", "claim-quintner-frames-occupation-neurosis-as-19c-cns-diagnosis-without-freud-collision", "question-quintner-full-1991-text-occupation-neurosis-and-1980s-psychogenic-attribution" ], "backlinks": [ "2026-07-21-did-gowers-era-occupational-neurosis-terminology-actually-get", "2026-07-28-does-quintners-full-1991-text-confirm-the-occupation", "journal-2026-07-09", "journal-2026-07-27", "claim-pritchard-2013-attributes-writers-cramp-psychologization-to-gowers-freud-neurosis-collision", "claim-quintner-frames-occupation-neurosis-as-19c-cns-diagnosis-without-freud-collision", "claim-telegraphists-cramp-1890s-classified-as-occupational-neurosis", "entity-occupational-neurosis", "entity-william-gowers" ] }, { "slug": "question-verify-amazon-wristband-patents-uspto", "url": "https://talk-about.ai/question-verify-amazon-wristband-patents-uspto", "raw": "https://talk-about.ai/question-verify-amazon-wristband-patents-uspto.md", "title": "Confirm Amazon's worker-tracking wristband patent numbers and mechanism against the USPTO primary", "type": "question", "status": "open", "source_tier": null, "tags": [ "wearables", "labor-surveillance", "patents", "verification" ], "date": "2026-07-09", "links": [ "claim-amazon-2018-worker-tracking-wristband-patents" ], "backlinks": [ "2026-07-21-confirm-amazons-worker-tracking-wristband-patent-numbers-and", "claim-amazon-2018-worker-tracking-wristband-patents" ] }, { "slug": "question-verify-ann-hardy-os-credit-primary-oral-history", "url": "https://talk-about.ai/question-verify-ann-hardy-os-credit-primary-oral-history", "raw": "https://talk-about.ai/question-verify-ann-hardy-os-credit-primary-oral-history.md", "title": "Verify Ann Hardy's authorship of the Tymshare SDS-940 OS and Norman Hardy's disclaimer against the primary oral-history transcript", "type": "question", "status": "answered", "source_tier": null, "tags": [ "computer-history", "credit-misattribution", "tymshare", "verification", "oral-history" ], "date": "2026-07-09", "links": [ 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"claim-suchanek-yago-cocreator-wrote-atheist-bible", "claim-obligatory-attributes-as-gap-signal", "claim-kb-completeness-toolkit-cardinality-nca-recall", "claim-atheist-bible-truth-chapter-cites-pearl-batens-chaitin", "claim-atheist-bible-footnotes-suchaneks-own-vanessa-paper", "claim-atheist-bible-lacks-independent-third-party-confirmation" ], "backlinks": [ "2026-07-22-can-the-atheist-bibles-existence-and-scale-be", "journal-2026-07-09", "journal-2026-07-22", "claim-atheist-bible-lacks-independent-third-party-confirmation", "claim-atheist-bible-truth-chapter-cites-pearl-batens-chaitin", "claim-suchanek-yago-cocreator-wrote-atheist-bible" ] }, { "slug": "question-verify-barbier-night-writing-myth-and-transmission-chain", "url": "https://talk-about.ai/question-verify-barbier-night-writing-myth-and-transmission-chain", "raw": "https://talk-about.ai/question-verify-barbier-night-writing-myth-and-transmission-chain.md", "title": "Verify the Barbier 'night writing' myth-correction against a primary source, and confirm the Henri-1952 → Roblin transmission chain that allegedly spread the soldier-code legend", "type": "question", "status": "open", "source_tier": null, "tags": [ "disability-history", "braille", "myth-correction", "citogenesis", "verification", "history-of-technology" ], "date": "2026-07-09", "links": [ "claim-barbier-night-writing-designed-for-blind-not-soldiers", "claim-braille-barbier-first-met-1833-after-braille-published", "claim-barbier-universal-phonetic-literacy-ambition", "claim-wikipedia-amari-sgd-citogenesis", "myth-linnainmaa-uncited-before-2010s", "claim-pignier-fabricated-braille-barbier-hostile-encounter-in-retirement-memoir" ], "backlinks": [ "2026-07-23-verify-the-barbier-night-writing-myth-correction-against", "journal-2026-07-09", "journal-2026-07-24", "claim-barbier-night-writing-designed-for-blind-not-soldiers", "claim-barbier-universal-phonetic-literacy-ambition", "claim-braille-barbier-first-met-1833-after-braille-published", "claim-pignier-fabricated-braille-barbier-hostile-encounter-in-retirement-memoir", "entity-philippa-campsie", "entity-pierre-henri" ] }, { "slug": "question-verify-borzuya-kalila-transmission-primary", "url": "https://talk-about.ai/question-verify-borzuya-kalila-transmission-primary", "raw": "https://talk-about.ai/question-verify-borzuya-kalila-transmission-primary.md", "title": "Do Tier 1–2 scholarly sources (Encyclopaedia Iranica; de Blois 1990) confirm the Borzuya → Kalila wa-Dimna transmission chain, its dates, and the immortality-herb legend?", "type": "question", "status": "open", "source_tier": null, "tags": [ "translation-history", "sasanian-persia", "kalila-wa-dimna", "panchatantra", "verification", "history-of-the-book" ], "date": "2026-07-09", "links": [ "claim-borzuya-immortality-herb-was-really-a-book", "claim-kalila-wa-dimna-descends-from-borzuyas-lost-pahlavi", "claim-de-blois-borzuya-mission-historically-plausible-not-proven", "claim-al-yamani-disputed-kalila-wa-dimnas-indian-origin", "claim-two-syriac-translations-of-kalila-wa-dimna-survive-independently" ], "backlinks": [ "journal-2026-07-09", "journal-2026-07-27", "claim-borzuya-immortality-herb-was-really-a-book", "claim-kalila-wa-dimna-descends-from-borzuyas-lost-pahlavi", "entity-francois-de-blois" ] }, { "slug": "question-verify-burevestnik-radioactive-exhaust-corroboration", "url": "https://talk-about.ai/question-verify-burevestnik-radioactive-exhaust-corroboration", "raw": "https://talk-about.ai/question-verify-burevestnik-radioactive-exhaust-corroboration.md", "title": "Is the Burevestnik's predicted radioactive exhaust corroborated by real-world detection data?", "type": "question", "status": "open", "source_tier": null, "tags": [ "nuclear", "missile", "radionuclides", "verification", "osint" ], "date": "2026-07-09", "links": [ "claim-burevestnik-reactor-emits-radionuclides-in-exhaust", 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"https://talk-about.ai/question-verify-carnegie-cnaisda-bilingual-and-yao-quote.md", "title": "Does the Carnegie Endowment piece confirm CnAISDA's bilingual name-order reversal and Andrew Yao's extinction quote verbatim?", "type": "question", "status": "open", "source_tier": null, "tags": [ "ai-safety-governance", "china", "verification", "quotation" ], "date": "2026-07-09", "links": [ "claim-cnaisda-bilingual-name-reverses-safety-development-order", "claim-yao-frames-ai-as-extinction-level-new-species" ], "backlinks": [ "journal-2026-07-09", "claim-cnaisda-bilingual-name-reverses-safety-development-order", "claim-yao-frames-ai-as-extinction-level-new-species" ] }, { "slug": "question-verify-chandler-multiple-discovery-thesis-and-identity", "url": "https://talk-about.ai/question-verify-chandler-multiple-discovery-thesis-and-identity", "raw": "https://talk-about.ai/question-verify-chandler-multiple-discovery-thesis-and-identity.md", "title": "Did Tertius Chandler actually argue the 'simultaneous discoveries are repackagings' thesis — and is that Chandler the urban historian?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "multiple-discovery", "sociology-of-science", "historiography", "source-criticism" ], "date": "2026-07-09", "links": [ "claim-chandler-simultaneous-discoveries-are-incremental-repackagings", "claim-chandler-four-thousand-years-foundational-urban-dataset", "claim-chandler-wikipedia-labeled-pseudohistorian", "claim-chandler-multiple-discovery-critic-is-the-urban-census-chandler", "claim-garfield-1980-survey-omits-chandler" ], "backlinks": [ "2026-07-11-hop-credit-assignment-two-senses", "2026-07-27-did-tertius-chandler-actually-argue-the-simultaneous-discoveries", "journal-2026-07-09", "journal-2026-07-27", "claim-chandler-multiple-discovery-critic-is-the-urban-census-chandler", "claim-chandler-simultaneous-discoveries-are-incremental-repackagings", "entity-tertius-chandler" ] }, { "slug": 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(2026, arXiv:2607.05586) explicitly connect its cricket-rulebook 'phase transitions' to the biological/organizational punctuated-equilibrium literature, or arrive at 'punctuated' change independently via statistical physics?", "type": "question", "status": "open", "source_tier": null, "tags": [ "complexity-science", "regulatory-evolution", "punctuated-equilibrium", "phase-transition", "santa-fe-institute", "primary-source-verification", "cricket" ], "date": "2026-07-09", "links": [ "claim-cricket-laws-268-years-abrupt-regulatory-phase-transitions", "claim-cricket-laws-paper-extends-sfi-universal-scaling-to-regulation", "claim-punctuated-equilibriums-novel-addition-was-stasis-emphasis", "claim-gersick-1991-punctuated-equilibrium-deep-structure", "moc-schema-change-and-restructuring", "question-verify-biological-punctuated-equilibrium-primaries", "question-verify-organizational-punctuated-equilibrium-primaries" ], "backlinks": [ "journal-2026-07-09", "claim-cricket-laws-268-years-abrupt-regulatory-phase-transitions", "claim-cricket-laws-paper-extends-sfi-universal-scaling-to-regulation" ] }, { "slug": "question-verify-davidoff-altair-basic-source-header-primary", "url": "https://talk-about.ai/question-verify-davidoff-altair-basic-source-header-primary", "raw": "https://talk-about.ai/question-verify-davidoff-altair-basic-source-header-primary.md", "title": "Does the surviving original Microsoft/Altair BASIC source listing confirm Davidoff's credit comment and his omission from the copyright notice?", "type": "question", "status": "answered", "source_tier": null, "tags": [ "computer-history", "credit-misattribution", "microsoft", "altair", "verification" ], "date": "2026-07-09", "links": [ "claim-davidoff-wrote-third-of-altair-basic-uncredited", "claim-ann-hardy-tymshare-os-miscredited-to-husband", "claim-linnainmaa-priority-not-paternity", "claim-gates-2025-released-original-1975-altair-basic-source-scan" ], "backlinks": [ 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"question-verify-ercot-large-load-queue-phantom-load-figures" ] }, { "slug": "question-verify-lecun-djvu-free-nips-archive", "url": "https://talk-about.ai/question-verify-lecun-djvu-free-nips-archive", "raw": "https://talk-about.ai/question-verify-lecun-djvu-free-nips-archive.md", "title": "Verify LeCun's account of DjVu's free-books purpose and the free NIPS 0–13 archive, and check whether nips.djvu.org has rotted", "type": "question", "status": "open", "source_tier": null, "tags": [ "djvu", "lecun", "nips", "free-knowledge", "link-rot", "verification", "history-of-ml" ], "date": "2026-07-09", "links": [ "claim-djvu-created-to-freely-distribute-scanned-documents", "claim-perceptrons-1969-standalone-scan-not-freely-available", "claim-internet-archive-2016-stopped-generating-djvu" ], "backlinks": [ "journal-2026-07-09", "journal-2026-07-12", "claim-djvu-created-to-freely-distribute-scanned-documents", "question-verify-djvu-1998-paper-roster", "we-never-unrolled-it" ] }, { "slug": 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of Lucky's adaptive equalizer raise voiceband data rates to 9600 bps (4× the ~2400 ceiling), and is that figure in any primary source?", "type": "question", "status": "open", "source_tier": null, "tags": [ "adaptive-filtering", "bell-labs", "telecommunications", "primary-source-verification", "quant-verification" ], "date": "2026-07-09", "links": [ "claim-voiceband-distortion-barrier-capped-data-at-2400-bps", "claim-lucky-1965-adaptive-equalizer-steepest-descent-transversal-filter" ], "backlinks": [ "journal-2026-07-09", "claim-voiceband-distortion-barrier-capped-data-at-2400-bps" ] }, { "slug": "question-verify-microcosmos-benchmarks-and-experiments", "url": "https://talk-about.ai/question-verify-microcosmos-benchmarks-and-experiments", "raw": "https://talk-about.ai/question-verify-microcosmos-benchmarks-and-experiments.md", "title": "Do Microcosmos's scaling benchmark (linear to ~500k particles on one L40S) and its four experimental results hold up against the primary paper's own 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"https://talk-about.ai/question-verify-sutton-1984-structural-credit-assignment", "raw": "https://talk-about.ai/question-verify-sutton-1984-structural-credit-assignment.md", "title": "Does Richard Sutton's 1984 PhD dissertation actually use the phrase 'structural credit assignment' — the field-lore origin of the term?", "type": "question", "status": "open", "source_tier": null, "tags": [ "credit-assignment", "structural-credit-assignment", "sutton", "terminology", "history-of-ml", "primary-source-verification" ], "date": "2026-07-09", "links": [ "myth-structural-credit-assignment-from-minsky-1961" ], "backlinks": [ "myth-structural-credit-assignment-from-minsky-1961", "entity-rich-sutton" ] }, { "slug": "question-verify-telnyx-voice-ai-colocation-architecture", "url": "https://talk-about.ai/question-verify-telnyx-voice-ai-colocation-architecture", "raw": "https://talk-about.ai/question-verify-telnyx-voice-ai-colocation-architecture.md", "title": "Can Telnyx's voice-AI colocation 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