{"query": "Predictive Processing / Active Inference", "count": 13, "results": [{"id": "card_ncs_l1_predictive_processing", "title": "Predictive Processing / Active Inference", "shelf": "regulation", "surface": "secular", "snippet": "Level 1 of the Nested Control-Systems stack. The computational frame: the brain minimizes prediction error and selects policies; autonomic shifts are action policies, meltdowns a cascading precision-a", "authority_tier": "reference", "source": "Friston (2005), Phil. Trans. R. Soc. B 360:815; Lawson, Rees & Friston (2014), Front. Hum. Neurosci. 8:302 (aberrant precision account of autism).", "generated": false}, {"id": "card_theory_quantum_mechanics", "title": "Quantum mechanics (Schrödinger equation)", "shelf": "theories", "surface": "secular", "snippet": "Quantum mechanics (Schrödinger equation) — an engine domain that can touch it: physics. Calibration: partial — energy levels and specific relations verify; interpretation is map-only. A system is desc", "authority_tier": "reference", "source": "The Theory Assay — calibrated, not judged (docs/THEORY_CATALOG.md)", "generated": false}, {"id": "card_theory_celestial_mechanics_ephemeris_prediction", "title": "Celestial mechanics / ephemeris prediction", "shelf": "theories", "surface": "secular", "snippet": "Celestial mechanics / ephemeris prediction — an engine domain that can touch it: ephemeris. Calibration: seals — a deterministic verifier can CONFIRM or BREAK checkable claims drawn from it. Computing", "authority_tier": "reference", "source": "The Theory Assay — calibrated, not judged (docs/THEORY_CATALOG.md)", "generated": false}, {"id": "card_theory_signal_detection", "title": "Signal detection theory (sensitivity, criterion, ROC)", "shelf": "theories", "surface": "secular", "snippet": "Signal detection theory (sensitivity, criterion, ROC) — an engine domain that can touch it: statistics. Calibration: seals — sensitivity, specificity, predictive values and ROC areas compute exactly. ", "authority_tier": "reference", "source": "The Theory Assay — calibrated, not judged (docs/THEORY_CATALOG.md)", "generated": false}, {"id": "card_n_fe27e59e1804", "title": "The autonomic spine — four theories, one causal stack, one load-bearing primary", "shelf": "science", "surface": "secular", "snippet": "The mechanism under the layers is autonomic regulation, and it is built from FOUR published,\nindividually-falsifiable theories — Matt did not invent them, he composed them into a stack that\noperates a", "authority_tier": "engine_derived", "source": "Concordance assay — 2026-07-10", "generated": false}, {"id": "card_src_word_predictive", "title": "predictive", "shelf": "dictionary", "surface": "secular", "snippet": "predictive: (adjective) of or relating to prediction; having value for making predictions — syn: prognostic, prognosticative", "authority_tier": "reference", "source": "WordNet 3.0, Princeton University (WordNet License)", "generated": false}, {"id": "card_ncs_l5_allostatic_interoception", "title": "Predictive Allostatic Interoception", "shelf": "regulation", "surface": "secular", "snippet": "Level 5 of the Nested Control-Systems stack. The dashboard & feedback: the brain predicts bodily energy needs by interoceptive inference; the gut is a load READOUT, not primary causation — gut dysregu", "authority_tier": "reference", "source": "Barrett & Simmons (2015), Nat. Rev. Neurosci. 16:419; Stephan et al. (2023), Front. Hum. Neurosci. 16:1032319 (allostatic self-efficacy).", "generated": false}, {"id": "card_builder_claudius_ptolemy", "title": "Claudius Ptolemy", "shelf": "builders", "surface": "secular", "snippet": "Claudius Ptolemy (c. 100–170 AD) — science. The gift: predictive mathematical astronomy — the Almagest 'saved the appearances' and forecast the heavens accurately for 1400 years. Where it fell short: ", "authority_tier": "reference", "source": "The builders of the Floor — credited with love, calibrated to the plumb-line", "generated": false}, {"id": "card_n_232eb0029ad3", "title": "Grimm's Law — sound change without exceptions, and the exception that deepened it", "shelf": "science", "surface": "secular", "snippet": "Grimm (1822): the PIE voiceless stops became Germanic fricatives, systematically — *p -> f\n(pater->father, ped->foot, piscis->fish), *t -> th (tres->three), *k -> h (cornu->horn,\ncanis->hound, centum-", "authority_tier": "engine_derived", "source": "Concordance assay — 2026-07-09", "generated": false}, {"id": "card_n_6e7a5b14e556", "title": "The periodic table — the map of the elements", "shelf": "science", "surface": "secular", "snippet": "118 elements, ordered by proton count, and their properties RECUR in periods — the\nsingle most predictive table in science. Sealed in-domain: carbon is element 6, symbol C\n(https://narrowhighway.com/s", "authority_tier": "engine_derived", "source": "Concordance assay — 2026-07-09", "generated": false}, {"id": "card_k_ncs_validation", "title": "Nested Control Systems — a pre-registered falsification program (NHANES)", "shelf": "science", "surface": "secular", "snippet": "STATUS: pre-registered protocol, frozen 2026-03-04 — NOT yet executed. No verdict is claimed; this seed records the TEST, not a result.\nThe nested-control-systems framework (the autonomic spine) is bo", "authority_tier": "matt", "source": "Operator's artifact (Matt) — framework_validation_v3_final, frozen 2026-03-04", "generated": false}, {"id": "card_src_pron_predictive", "title": "predictive", "shelf": "pronunciation", "surface": "secular", "snippet": "", "authority_tier": "", "source": "", "generated": false}, {"id": "card_src_word_prognosticative", "title": "prognosticative", "shelf": "dictionary", "surface": "secular", "snippet": "prognosticative: (adjective) of or relating to prediction; having value for making predictions — syn: predictive, prognostic", "authority_tier": "reference", "source": "WordNet 3.0, Princeton University (WordNet License)", "generated": false}]}