prediction-error

9 notes carry this tag — 1 moc, 2 claims, 1 observation, 5 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

The Bjork and Dreyfus misattributions are the same move — an argument from silence — and McGrew's Bayesian grading tells the two apart

capture promoted Tier 1 2026-07-11 · argument-from-silence, historiography, philosophy-of-history, negative-evidence, methodology
Discard the predictable, encode the change — one principle from the jittering retina (microsaccades) to Barlow's 1961 efficient coding to the 2021 Barlow Twins loss

capture promoted Tier 1 2026-07-11 · neuroscience, perception, efficient-coding, self-supervised-learning, cross-time-bridge
David Rumelhart is the hinge under both seed notes — he coined the tuning/restructuring taxonomy AND co-led the backprop revival

capture promoted Tier 2 2026-07-11 · rumelhart, connectionism, schema-theory, backpropagation, prediction-error
Bjork's and Dreyfus's disproven misattributions are the same move — an argument from silence — that McGrew's grading separates: Bjork's is airtight, Dreyfus's is the weaker mediated form

observation seedling Tier 1 2026-07-11 · argument-from-silence, historiography, negative-evidence, bayesian, methodology
Bjork 1994 frames "desirable difficulties" as conditions of practice and effortful retrieval — not as prediction error; the phrase is absent from the primary text

claim budding Tier 1 2026-07-08 · cognitive-science, desirable-difficulties, spacing-effect, prediction-error, memory
The P3 brain potential indexes prediction-error magnitude that predicts consolidated-schema updating — but it does not mark a "tuning vs restructuring" distinction

claim budding Tier 1 2026-07-08 · cognitive-neuroscience, prediction-error, p3-erp, schema-updating, eeg
MOC: Schema change and restructuring — how knowledge structures update, and when the vault should rewire itself

topic map 2026-07-08 · moc, schema-theory, restructuring, conceptual-change, self-rewiring
Does Bjork (1994) argue that spacing/interleaving force prediction errors at a higher rate, and does the text support the SEEK model's restructuring-trigger reading?

capture promoted 2026-07-03 · desirable-difficulties, spacing-effect, interleaving, memory, Bjork
Capture: What does bioRxiv 2019 (DOI 10.1101/805887) establish about P3-indexed prediction error as a quantitative marker distinguishing schema tuning from schema restructuring?

capture promoted Tier 1 2026-07-02 · memory-schemas, prediction-error, p3-erp, schema-updating, eeg