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Research notes in a web-native format: interactive figures where a static PDF falls short, permanent URLs, and citation metadata. Longer-form and less formal than the papers. Subscribe via RSS.
All Notes
Citation bundles a ledger (registration, priority) and a currency (reputation) in one act, coupled only because reading was the sole transport layer of science. I argued LLM reader-side consumption is splitting them, and made three falsifiable predictions. Updated with the measurements: reuse and citation did come apart, by roughly half over a decade, but my mechanism lost. No break at model release, no field-exposure gradient, and the 2015 cohort declines as steeply as the 2023 one.
Companion note to the Tuto audit report and the Scientometrics submission: fabricated references are a rounding error (2 confirmed, 0.001%); claim-support rates did not replicate across three identical-pipeline runs, so the paper takes non-replication—not any single rate—as the principal finding.
Interactive companion to "When Should the Agent Speak?": twenty years of research learned what it costs to interrupt a person, and had no agent capable of earning that cost back. The agents arrived. The price did not come with them.
Interactive companion to "Registers, Not Plans" (BlackboxNLP 2026, under review): an independent replication of Anthropic's global-workspace claim, and why only context registers, not content plans, survive a strict readout test.
Interactive companion to "Fidelity Before Structure" (arXiv:2601.00821): explore the benchmark results and see why extraction loses to verbatim chunks at write time.
Interactive companion to "The Preference Centroid" (TMLR submission): sample clouds, judge-predicted dispersion, alignment as amplifier, and why instruction form is not consensus.
Cognitive Workspace (2025) argued for actively curated memory; my own 2026 ablation showed curation is lossy deletion. What failed, what survived, and the meta-lesson about measuring claims.