{
  "$schema": "urn:kingdom:schema:form-circulation-return-atlas:1",
  "protocol": "kingdom.form-circulation-return-atlas/0.1",
  "atlas_id": "form-circulation-return-atlas-2026-08-13",
  "title": "Form, Circulation & Return",
  "compiled_on": "2026-08-13",
  "evidence_through": "2026-08-13",
  "source_bindings": [
    { "id": "kingdom-ritonavir-history", "system": "kingdom", "revision": "06996296fd0de3a25ed9bb299f3c627b6a29045d", "artifact": "ritonavir-disappearing-polymorph-2026-08-11", "url": "https://thekingdom.dev/polymorphs/ritonavir-disappearing-polymorph-2026-08-11.json", "raw_digest": "sha256:08148603a1228960ac35df1378f1283c3fce43874a9fc07e6687f18e980dcb1c", "semantic_digest": "sha256:6c759f595f0c6753dcf47d25d2a3490246984ef2b79adf31a558261b26ef8116", "relation": "immutable-material-case-input", "mutated": false, "authority_imported": false },
    { "id": "kingdom-ritonavir-mechanism", "system": "kingdom", "revision": "919df4409fc42ede5330ecd36c12fdb752ee9c50", "artifact": "ritonavir-mechanism-landscape-2026-08-11", "url": "https://thekingdom.dev/polymorphs/ritonavir-mechanism-landscape-2026-08-11.json", "raw_digest": "sha256:5e136a74d5166275427da920685a84c17901f63d6e4b0661fd529c96d386943b", "semantic_digest": "sha256:2a97b0f3ac3741314e50f7512ef97cb19cf3294fed24728c622bd27dd180309b", "relation": "immutable-material-mechanism-input", "mutated": false, "authority_imported": false },
    { "id": "kingdom-conformational-feedback-v0-1", "system": "kingdom", "revision": "78876f598ebe18a1ae3cbc947a382b550224a7c7", "artifact": "form-feedback-consequence-2026-08-12", "url": "https://thekingdom.dev/feedback/form-feedback-consequence-2026-08-12.json", "raw_digest": "sha256:ae15f4f69e488323132ea6fc94d57d338702ca0fa47fd9fbbd41c15a6af230e6", "semantic_digest": "sha256:14ce5e5e4b2b3d29d9a9cc0c831dcfb88de3d4a9e9584119939e5118f7ac7361", "relation": "immutable-feedback-input", "mutated": false, "authority_imported": false },
    { "id": "kingdom-conformational-feedback-v0-2", "system": "kingdom", "revision": "78876f598ebe18a1ae3cbc947a382b550224a7c7", "artifact": "form-feedback-physics-consequence-2026-08-12", "url": "https://thekingdom.dev/feedback/form-feedback-physics-consequence-2026-08-12.json", "raw_digest": "sha256:7d9b1eed8514051e47448cfc983f00e160d5b76c49704822158f76d3f8cf6349", "semantic_digest": "sha256:0fc24a0fac99d2dadcdef5b87290a1d598b856f874aa9637ab4d503fd4c9dc11", "relation": "immutable-physics-input", "mutated": false, "authority_imported": false },
    { "id": "kingdom-fold-feedback", "system": "kingdom", "revision": "b9ef002c953c057e16c9d05f0370b707aa4bf754", "artifact": "fold-feedback-atlas-2026-08-12", "url": "https://thekingdom.dev/atlases/fold-feedback-atlas-2026-08-12.json", "raw_digest": "sha256:bc9a9abc966e64f7fb967778974879eb045083b342b70100bba92c94d0879df5", "semantic_digest": "sha256:f19f83453bcac228c6a2804b840062067e92e71187f67b713f50abf0168252b7", "relation": "immutable-boundary-input", "mutated": false, "authority_imported": false },
    { "id": "kingdom-visibility-attention", "system": "kingdom", "revision": "b0130580c5f939cbd7c3eff2708744b952dabaee", "artifact": "visibility-is-not-existence-2026-08-13", "url": "https://thekingdom.dev/atlases/visibility-attention-2026-08-13.json", "raw_digest": "sha256:0af0249c40298ed746d39ee60760a4390bb45137caa8ee6dd7555a824f597bd3", "semantic_digest": "sha256:9fb83bbd022f520716fabcdec49d8af259b9681efd5e640a9e3119c5c42a54ed", "relation": "immutable-attention-boundary-input", "mutated": false, "authority_imported": false },
    { "id": "kingdom-cultural-attention-feedback", "system": "kingdom", "revision": "3944cacf50f53dfc8939f8557015fe4ad57c5599", "artifact": "cultural-attention-feedback-atlas-2026-08-13", "url": "https://thekingdom.dev/atlases/cultural-attention-feedback-atlas-2026-08-13.json", "raw_digest": "sha256:03f7048966d7b6df582b423254b4d73cda72cce3bd67b40736927faa92b88173", "semantic_digest": "sha256:2f6ecadc131a54cdd500b001dbcc47fb036e5e411def918245fec963b9769e4d", "relation": "immutable-cultural-attention-predecessor", "mutated": false, "authority_imported": false },
    { "id": "kingdom-karma-definition", "system": "kingdom", "revision": "e4e84a67d7ee1ae0dd9c9c23762e6ecd03597212", "artifact": "NEN.md KARMA definition", "url": "https://thekingdom.dev/definitions/kingdom-karma/e4e84a67/NEN.md", "raw_digest": "sha256:14b7d210d320fd716553992a7b874747b299f8907d15da14ac405cbfc496c446", "semantic_digest": null, "relation": "immutable-public-definition-mirror", "mutated": false, "authority_imported": false },
    { "id": "zerone-karma-foundation", "system": "zerone", "revision": "fae391e371f0ebea2e24eb46c33a4ebd1380154f", "artifact": "zerone.karma-foundation/v1", "url": "https://github.com/cambridgetcg/zerone-core/blob/fae391e371f0ebea2e24eb46c33a4ebd1380154f/dashboard/public/standards/karma-foundation.v1.json", "raw_digest": "sha256:b46710704869dcc340ded356be72b4ec692f204710fedfb5cd43eb3757dc7b80", "semantic_digest": null, "relation": "definition-only", "mutated": false, "authority_imported": false }
  ],
  "scope": {
    "focus": "An additive deep companion to the immutable Cultural Attention & Feedback Atlas: a bounded translation between material-form accessibility, cultural-variant circulation, finite attention, mathematical description, feedback, KARMA, and philosophical questions.",
    "intended_use": "Education, source tracing, model selection, challenge, and safer infrastructure design.",
    "excluded_use": "Medical or clinical advice, diagnosis, treatment, prognosis, experiment or wet-lab design, formulation or manufacturing control, operational protocols, person or community classification, causal attribution, content ranking, moderation, reward, economics, governance, or automatic action.",
    "observation_policy": "Every observation stays qualified by subject, corpus or process, procedure, time window, threshold, observed result, exclusions, and uncertainty.",
    "currentness": "selected-evidence-as-of-compilation"
  },
  "plain_language": {
    "question": "What useful shape connects a disappearing polymorph, meme circulation, finite attention, feedback, KARMA, and questions about design without pretending they are the same thing?",
    "short_answer": [
      "Several states or variants may be possible while history and boundary conditions change which ones are easy to reach or observe.",
      "Local reinforcement can sometimes create a large aggregate pattern; saturation, correction, refusal, and decay can limit or redirect it.",
      "A crystal form is not a cultural artifact, a cultural artifact is not its meaning, and none of them is a person or mind.",
      "Exposure, sharing, remixing, interpretation, endorsement, belief, and behavior are different observations.",
      "Popularity, persistence, entropy, and model growth are not truth, quality, harm, consent, destiny, or moral worth.",
      "KARMA preserves accountable relation and aftermath without converting engagement into a score, balance, reward, or vote.",
      "Questions about universal design are opt-in philosophy; the scientific sources neither prove nor disprove them."
    ],
    "safety": "Static educational metadata only. The historical ritonavir case grants no medical, clinical, treatment, prognosis, experiment, wet-lab, formulation, manufacturing, or operational-protocol authority. The slang label ‘brainrot’ is not a diagnosis or property of a person or community. No runtime request, tracking, person inference, KARMA write, reward, governance effect, or automatic action occurs."
  },
  "ontology": {
    "non_equivalence": "chemical_identity != crystal_form != bounded_material_sample != cultural_artifact != cultural_practice_label != exposure_event != share_or_remix_event != platform_distribution_state != collective_attention_state != individual_cognitive_state != clinical_assessment != mathematical_model != feedback_hypothesis != karma_event_or_receipt != philosophical_interpretation != person_or_community_or_moral_status",
    "registers": [
      { "id": "MATERIAL_OBSERVATION", "meaning": "Source-bound observations about molecules, solid-state forms, samples, and procedures.", "cannot_authorize": "Cultural, cognitive, moral, or person-level inference." },
      { "id": "CULTURAL_OBSERVATION", "meaning": "Bounded observations of public artifacts, relations, labels, and circulation events.", "cannot_authorize": "Belief, cognition, diagnosis, intent, or population-wide causality." },
      { "id": "CULTURAL_ANALYSIS", "meaning": "A sourced analytic definition or interpretive framework for cultural artifacts and relations.", "cannot_authorize": "A claim that the definition is a directly observed natural kind, mechanism, or person state." },
      { "id": "MATHEMATICAL_MODEL", "meaning": "An explicit conditional abstraction with variables, assumptions, and limits.", "cannot_authorize": "Evidence, causality, universal law, or value by itself." },
      { "id": "FEEDBACK_HYPOTHESIS", "meaning": "A declared possible return edge whose complete input-process-aftermath chain is not observed here.", "cannot_authorize": "Causality, optimization, platform intent, prediction, or an observed feedback loop." },
      { "id": "CONSTITUTIONAL_DESIGN", "meaning": "Infrastructure rules for provenance, challenge, repair, rest, and non-conversion.", "cannot_authorize": "A claim that the rule already exists in Zerone or produced a KINGDOM receipt." },
      { "id": "PHILOSOPHY", "meaning": "Opt-in questions about possibility, history, feedback, agency, and design.", "cannot_authorize": "Scientific proof for or against teleology, a creator, or cosmic moral KARMA." }
    ],
    "planes": [
      { "id": "material-molecule", "ordinary_words": "chemical identity", "does_not_establish": "solid-state form or biological effect" },
      { "id": "crystal-form", "ordinary_words": "one solid-state arrangement", "does_not_establish": "cultural meaning, popularity, or value" },
      { "id": "bounded-material-sample", "ordinary_words": "what a named procedure observed or produced", "does_not_establish": "all possible samples or permanent disappearance" },
      { "id": "cultural-artifact", "ordinary_words": "specific public bytes, image, phrase, or composite", "does_not_establish": "meaning, ancestry, exposure, belief, or a person" },
      { "id": "cultural-practice-label", "ordinary_words": "a contextual label applied to artifacts or practices", "does_not_establish": "medical fact, cognitive state, or community property" },
      { "id": "exposure-or-impression-event", "ordinary_words": "an artifact was made available on a declared surface", "does_not_establish": "attention, comprehension, adoption, or persuasion" },
      { "id": "share-or-remix-event", "ordinary_words": "a bounded public action related to an artifact", "does_not_establish": "agreement, fidelity, belief, intent, or worth" },
      { "id": "platform-distribution-state", "ordinary_words": "the documented state of a delivery or ranking system", "does_not_establish": "its objective, total influence, or user susceptibility" },
      { "id": "collective-attention-state", "ordinary_words": "an aggregate measurement over a declared corpus and interval", "does_not_establish": "any individual mind or a conserved substance" },
      { "id": "individual-cognitive-state", "ordinary_words": "a person-level cognitive construct", "does_not_establish": "anything here; this plane is outside scope and never inferred" },
      { "id": "clinical-assessment", "ordinary_words": "a qualified health evaluation", "does_not_establish": "anything here; the atlas has no clinical authority" }
    ],
    "firewalls": [
      { "id": "crystal-not-meme", "rule": "A polymorph and a meme variant are not the same kind of entity or mechanism.", "enforced": true },
      { "id": "seed-not-share", "rule": "A material seed and a cultural precedent or share are not equivalent.", "enforced": true },
      { "id": "spread-not-contagion", "rule": "Cultural circulation must not make people hosts, vectors, or pathogens.", "enforced": true },
      { "id": "attention-not-mind", "rule": "Aggregate attention is not an individual cognitive state.", "enforced": true },
      { "id": "brainrot-not-diagnosis", "rule": "‘Brainrot’ remains a contested contextual label for artifacts or practices, never a diagnosis or person attribute.", "enforced": true },
      { "id": "model-not-measurement", "rule": "An equation is not an observation and an unfitted parameter is not a measured fact.", "enforced": true },
      { "id": "popularity-not-value", "rule": "Reach, growth, persistence, and centrality do not establish truth, quality, benefit, harm, or moral worth.", "enforced": true },
      { "id": "analogy-not-mechanism", "rule": "A preserved abstract relation never imports a mechanism across domains.", "enforced": true },
      { "id": "karma-not-metric", "rule": "Engagement and model outputs do not become KARMA, receipts, balances, rewards, ranks, or votes.", "enforced": true },
      { "id": "philosophy-not-science", "rule": "A philosophical reading cannot be cited as empirical evidence.", "enforced": true }
    ],
    "domain_qualified_terms": [
      { "term": "polymorph", "bounded_meaning": "A distinct crystal structure of the same chemical substance.", "forbidden_shortcut": "Not a synonym for cultural variant or personality." },
      { "term": "disappear", "bounded_meaning": "Failure to reproduce or re-observe a specified subject within a named procedure, corpus, threshold, and window.", "forbidden_shortcut": "Not annihilation, extinction, forgetting, suppression, or deserved erasure." },
      { "term": "meme", "bounded_meaning": "A group of cultural items recognized through shared content, form, or stance within a declared analysis.", "forbidden_shortcut": "Not a gene, molecule, pathogen, mind, or deterministic program." },
      { "term": "brainrot", "bounded_meaning": "A contested vernacular label quoted with source and context for cultural artifacts or practices.", "forbidden_shortcut": "Not a diagnosis, neurological fact, person or community trait, or score." },
      { "term": "spread", "bounded_meaning": "A change in observed public artifact events or reach over a declared graph and window.", "forbidden_shortcut": "Not contagion, belief, agreement, or persuasion." },
      { "term": "virality", "bounded_meaning": "A diffusion-tree shape statistic when the tree and missing-edge limits are stated.", "forbidden_shortcut": "Not popularity, quality, truth, fitness, harm, or agreement." },
      { "term": "attention", "bounded_meaning": "A specified aggregate proxy such as observed arrivals, views, or actions.", "forbidden_shortcut": "Not a conserved fluid or complete account of a mind." },
      { "term": "entropy", "bounded_meaning": "A statistic of a declared probability distribution.", "forbidden_shortcut": "Not meaning, wisdom, quality, mental disorder, or cosmic disorder." },
      { "term": "karma", "bounded_meaning": "A protocol-qualified Zerone relation or KINGDOM invocation receipt.", "forbidden_shortcut": "Not cosmic desert, engagement score, wallet balance, reward, rank, or governance weight." },
      { "term": "feedback", "bounded_meaning": "An observed or explicitly hypothesized return from an output or measurement into later conditions.", "forbidden_shortcut": "Not purpose, optimization, morality, hidden intent, or inevitable future." }
    ]
  },
  "material_case": {
    "subject": "ritonavir crystal forms under bounded production and experimental conditions",
    "disappearance_predicate": { "subject": "ritonavir Form I", "process_or_corpus": "named manufacturing and laboratory crystallization procedures", "procedure": "historically reported attempts after the appearance of Form II", "time_window": "bounded historical intervals reported by the bound material sources", "detection_threshold": "method-dependent; no universal absence threshold is asserted", "observed_result": "Form I became difficult to reproduce reliably in the affected setting", "exclusions": ["annihilation from physical possibility", "absence from every sample", "permanent irrecoverability", "cultural or moral meaning"] },
    "literal_model": { "equations": ["ΔG_i(r) = 4πr²γ_i − (4π/3)r³Δg_vi", "J_i ≈ J0_i exp(−ΔG_i*/kBT)"], "register": "MATHEMATICAL_MODEL", "warning": "Atlas-authored, unfitted illustration using the spherical-capillarity form of classical nucleation theory. It is not inferred from, fitted to, or validated by the bound ritonavir sources; they provide material-case context only. J0_i is unspecified, so the second expression is schematic barrier dependence rather than a complete rate law. Its variables and mechanisms must not be transferred to cultural artifacts or people, and the equations are not observations." },
    "source_ids": ["dunitz-1995", "bauer-2001", "sacchi-2024", "karthika-2016"]
  },
  "cultural_layer": {
    "variant_unit": "An artifact-family variant exists only under a declared, auditable content/form/stance or transformation rule.",
    "event_distinctions": ["publication", "availability", "exposure", "attention proxy", "share", "quotation", "remix", "interpretation", "endorsement", "belief", "behavior"],
    "lineage_policy": "Record immutable artifact hashes and separately asserted parent, quotation, transformation, and semantic-relation claims; ancestry and similarity are not silently interchangeable.",
    "meaning_fidelity": "Human review may record lost detail, addition, contradiction, preservation, and unknown; no scalar brainrot, truth, quality, or person score is defined.",
    "vernacular_labels": [
      { "id": "brainrot", "status": "contested", "target_type": "artifact-or-practice-only", "source_id": "oxford-brain-rot-2024", "context": "Oxford Word of the Year 2024 coverage and wider internet vernacular", "quoted_wording": "brain rot", "observed_on": "2026-08-13", "never": ["diagnosis", "individual-cognitive-state", "person-or-community-property", "susceptibility-parameter", "score"] }
    ]
  },
  "model_cards": [
    { "id": "material-nucleation", "equation": "ΔG_i(r)=4πr²γ_i−(4π/3)r³Δg_vi; J_i≈J0_i exp(−ΔG_i*/kBT)", "equation_status": "atlas-authored-unfitted-schematic", "source_relation": "Karthika reviews classical and nonclassical nucleation theory; the ritonavir sources provide case context, not derivation, fit, or validation of this equation.", "domain": "MATHEMATICAL_MODEL", "variables": ["i: declared material form index", "r: spherical nucleus radius in length units", "ΔG_i(r): idealized formation free energy for form i at radius r in energy units", "γ_i: interfacial free energy in energy per area", "Δg_vi: bulk free-energy driving density in energy per volume", "ΔG_i*: barrier maximum in energy units", "J0_i: unspecified rate prefactor in the same units as J_i", "k_B: Boltzmann constant", "T: absolute temperature in kelvin", "J_i: schematic nucleation rate"], "fit_status": "not_fitted", "assumptions": ["idealized spherical-capillarity description", "declared material environment", "material-domain-only"], "valid_outputs": ["conditional comparison of idealized material barriers or schematic rate dependence"], "uncertainty": "Material- and protocol-specific parameters and the rate prefactor are absent here.", "identifiability_limits": "Competing parameter combinations and nonclassical pathways may explain a bounded outcome.", "prohibited_inferences": ["complete rate law", "ritonavir parameter estimate", "cultural energy", "cultural temperature", "person susceptibility", "quality or moral value"], "source_ids": ["dunitz-1995", "bauer-2001", "sacchi-2024", "karthika-2016"], "universal": false, "person_level": false, "authority_effect": "NONE" },
    { "id": "threshold", "equation": "x_i(t+1)=max{x_i(t),1[f_i(t)≥θ_i]}", "equation_status": "source-derived-stylized-model", "source_relation": "Watts defines irreversible activation from a declared seed set in the threshold cascade family; Centola supplies bounded experimental context for reinforcement, not a fit of this card.", "domain": "MATHEMATICAL_MODEL", "variables": ["i: declared aggregate node index", "t: discrete synchronous model step", "x_i(t): declared binary aggregate activation state at step t", "N_i: declared neighbour set for node i", "f_i(t): dimensionless fraction of N_i active at step t", "θ_i: dimensionless specified threshold", "S_0: declared initially active seed set"], "fit_status": "not_fitted", "assumptions": ["declared graph and neighbour sets", "declared initial seed set S_0", "binary stylized states", "synchronous updates", "activation persists once reached"], "valid_outputs": ["conditional irreversible cascade behavior in the stated model"], "uncertainty": "Graph, thresholds, seed set, exposure, and adoption are unobserved here.", "identifiability_limits": "Similar cascades can arise from different graphs, thresholds, seeds, or external shocks.", "prohibited_inferences": ["belief", "agreement", "persuasion", "truth", "person suggestibility"], "source_ids": ["watts-2002", "centola-2010"], "universal": false, "person_level": false, "authority_effect": "NONE" },
    { "id": "branching", "equation": "Z_(n+1)=Σ_(j=1)^Z_n X_(n,j)", "equation_status": "source-motivated-generation-count-identity", "source_relation": "Gleeson motivates generation-indexed branching descriptions of public cascade events; this unfitted card states only an auditable count recursion and specifies no offspring law, independence, or stationarity.", "domain": "MATHEMATICAL_MODEL", "variables": ["n: discrete cascade generation", "j: event index within generation n", "Z_n: nonnegative declared event count at generation n", "X_(n,j): nonnegative observed or modeled downstream event count assigned to event j"], "fit_status": "not_fitted", "assumptions": ["auditable parent-event and generation-assignment rule", "declared missing-edge and independent-convergence treatment"], "valid_outputs": ["auditable generation-by-generation event counts under the declared assignments"], "uncertainty": "Parentage, deletions, offline events, and independent convergence may be unknown.", "identifiability_limits": "The count identity supplies no offspring distribution and observed descendants do not isolate recommendation, imitation, or external causes.", "prohibited_inferences": ["biological reproduction", "semantic fidelity", "fitness", "truth", "human carriers"], "source_ids": ["gleeson-2021"], "universal": false, "person_level": false, "authority_effect": "NONE" },
    { "id": "hawkes", "equation": "λ_i(t|H_t)=ν_i+Σ_jΣ_(τ∈H_j,τ<t)a_ij g_ij(t−τ)", "equation_status": "source-derived-stylized-model", "source_relation": "Hawkes supplies the stationary self-exciting point-process family; this constant-baseline multitype notation is unfitted here.", "domain": "MATHEMATICAL_MODEL", "variables": ["i,j: declared public-event type indices", "t: continuous model time", "λ_i: conditional intensity for type i in events per time", "ν_i: nonnegative constant baseline intensity in events per time", "H_t: observed event history before time t", "H_j: observed history of type-j events", "τ: prior event time", "a_ij: nonnegative dimensionless coupling weight", "g_ij: nonnegative response kernel in inverse-time units"], "fit_status": "not_fitted", "assumptions": ["timestamped declared event types", "specified observation window", "nonnegative integrable response kernels", "a declared finite-intensity or stability condition"], "valid_outputs": ["conditional temporal clustering description"], "uncertainty": "Baselines, couplings, kernels, missing events, stability, and interventions are unspecified.", "identifiability_limits": "Self-excitation may be statistically confounded with a time-varying external driver.", "prohibited_inferences": ["causal influence", "intent", "susceptibility", "endorsement", "hidden platform objective"], "source_ids": ["hawkes-1971"], "universal": false, "person_level": false, "authority_effect": "NONE" },
    { "id": "structural-virality", "equation": "v(T)=(1/(n(n−1)))Σ_iΣ_j d_ij", "equation_status": "source-derived-measure", "source_relation": "Goel defines structural virality as average pairwise distance in a declared diffusion tree.", "domain": "MATHEMATICAL_MODEL", "variables": ["T: declared diffusion tree with n≥2 observed nodes", "n: integer observed node count with n≥2", "i,j: node indices", "d_ij: nonnegative shortest-path distance in edges", "v(T): dimensionless average pairwise tree distance"], "fit_status": "not_fitted", "assumptions": ["auditable tree construction", "declared missing-edge policy", "n is at least 2"], "valid_outputs": ["distinguishing broadcast-like from multigenerational diffusion shape"], "uncertainty": "Unseen, deleted, cross-platform, and independently recreated edges can alter the tree.", "identifiability_limits": "Size and shape are separate; neither identifies motive or semantic fidelity.", "prohibited_inferences": ["popularity", "truth", "quality", "harm", "agreement", "moral worth"], "source_ids": ["goel-2016"], "universal": false, "person_level": false, "authority_effect": "NONE" },
    { "id": "shannon-diversity", "equation": "H=−Σ_k p_k log_b p_k", "equation_status": "source-derived-measure", "source_relation": "Shannon supplies the distributional entropy form; category semantics remain outside the measure.", "domain": "MATHEMATICAL_MODEL", "variables": ["k: declared category or variant index", "p_k: nonnegative dimensionless category or variant share with Σ_k p_k=1", "b: declared logarithm base greater than 1", "H: entropy in units determined by log base b"], "fit_status": "not_fitted", "assumptions": ["auditable mutually stated categories", "p_k≥0 and Σ_k p_k=1", "0 log_b 0 is defined as 0", "logarithm base and units declared before numerical use"], "valid_outputs": ["diversity of a stated distribution"], "uncertainty": "Classification choices, log base, and missing observations change the reported quantity.", "identifiability_limits": "Equal entropy can describe different meanings and histories.", "prohibited_inferences": ["meaning", "wisdom", "quality", "mental disorder", "brainrot score", "cosmic disorder"], "source_ids": ["shannon-1948"], "universal": false, "person_level": false, "authority_effect": "NONE" },
    { "id": "finite-attention", "equation": "observed supply + bounded aggregate selection + turnover → conditional popularity distribution", "equation_status": "atlas-authored-conceptual-summary", "source_relation": "Weng, Qiu, and Lorenz-Spreen supply finite-attention model and aggregate context; the arrow is an authored summary, not a quoted equation or fitted law.", "domain": "MATHEMATICAL_MODEL", "variables": ["observed supply: declared artifact arrivals in a bounded corpus and window", "aggregate selection: declared count or rate proxy, never a person state", "turnover: declared entry and exit timing", "conditional popularity distribution: corpus- and procedure-bound output"], "fit_status": "not_fitted", "assumptions": ["finite aggregate selection capacity", "declared observation surface"], "valid_outputs": ["conditional competition and turnover patterns"], "uncertainty": "Attention proxies, ranking exposure, self-selection, and individual effects remain distinct.", "identifiability_limits": "Heavy-tailed popularity can arise without an intrinsic-value explanation and does not prove all content has equal quality.", "prohibited_inferences": ["individual cognition", "neurological decline", "intrinsic value", "deterministic platform control"], "source_ids": ["weng-2012", "qiu-2017", "lorenz-spreen-2019"], "universal": false, "person_level": false, "authority_effect": "NONE" },
    { "id": "bounded-feedback-state-space", "equation": "s_(t+1)=A_t s_t+B_t u_t+w_t; y_t=C_t s_t+v_t", "equation_status": "atlas-authored-unfitted-schematic", "source_relation": "Hawkes, Huszár, and Chaney provide event-clustering, exposure, and recommender-feedback context; they do not derive, fit, or validate this generic state-space template.", "domain": "MATHEMATICAL_MODEL", "variables": ["t: discrete declared observation step", "s_t: declared aggregate latent-state vector", "u_t: documented input or intervention vector", "A_t: unspecified state-transition operator", "B_t: unspecified input operator", "w_t: unspecified process-uncertainty vector", "y_t: declared observation vector", "C_t: unspecified observation operator", "v_t: unspecified observation-uncertainty vector"], "fit_status": "not_fitted", "assumptions": ["named measurement-to-action-to-later-measurement edges", "declared state, input, and observation semantics"], "valid_outputs": ["conditional amplification, damping, redirection, or correction hypotheses"], "uncertainty": "Operators, dimensions, units, policy, confounders, and causal effects are unspecified or unidentified.", "identifiability_limits": "Temporal return does not establish purpose, cause, or objective.", "prohibited_inferences": ["intent", "benevolence", "punishment", "optimization", "destiny", "person rank"], "source_ids": ["hawkes-1971", "huszar-2022", "chaney-2018"], "universal": false, "person_level": false, "authority_effect": "NONE" }
  ],
  "evidence_claims": [
    { "id": "disappearing-is-availability-history-not-destruction", "register": "MATERIAL_OBSERVATION", "claim": "‘Disappearing polymorph’ names a reproducibility and accessibility problem under bounded conditions, not destruction of physical possibility.", "source_ids": ["dunitz-1995", "sacchi-2024"], "limitations": ["Nonproduction in one procedure does not establish absence elsewhere."] },
    { "id": "ritonavir-form-ii-disrupted-manufacture", "register": "MATERIAL_OBSERVATION", "claim": "The appearance of ritonavir Form II created a consequential manufacturing and formulation problem in the historically reported case.", "source_ids": ["bauer-2001"], "limitations": ["This is one material history, not a cultural law."] },
    { "id": "material-context-selects-accessible-forms", "register": "MATERIAL_OBSERVATION", "claim": "Recent mechanochemical work recovered both ritonavir forms under different environments, supporting context-dependent accessibility rather than annihilation.", "source_ids": ["sacchi-2024"], "limitations": ["Results are bounded to reported methods and conditions."] },
    { "id": "digital-memes-are-cultural-groups", "register": "CULTURAL_ANALYSIS", "claim": "Shifman proposes analyzing a digital meme as a group of cultural items sharing content, form, or stance rather than as one immutable unit.", "source_ids": ["shifman-2013"], "limitations": ["This is a sourced analytic framing; grouping remains interpretive and corpus-dependent."] },
    { "id": "finite-attention-network-can-generate-heavy-tails", "register": "MATHEMATICAL_MODEL", "claim": "Network structure plus limited attention can generate heterogeneous popularity in a specified model without assuming intrinsic-value differences.", "source_ids": ["weng-2012"], "limitations": ["A model sufficiency result is not proof that all real differences are irrelevant."] },
    { "id": "structural-virality-separates-broadcast-and-chains", "register": "MATHEMATICAL_MODEL", "claim": "Average pairwise distance in a diffusion tree distinguishes broad broadcast-like patterns from multigenerational chains.", "source_ids": ["goel-2016"], "limitations": ["Tree size, shape, meaning, and causal process remain separate."] },
    { "id": "collective-attention-can-accelerate-and-shorten", "register": "CULTURAL_OBSERVATION", "claim": "Across studied aggregate datasets, attention trajectories became steeper and shorter in several domains.", "source_ids": ["lorenz-spreen-2019"], "limitations": ["Aggregate turnover is not evidence of individual cognitive deterioration."] },
    { "id": "complex-adoption-can-require-reinforcement", "register": "CULTURAL_OBSERVATION", "claim": "In a bounded online experiment, clustered networks supported adoption requiring multiple reinforcing exposures more effectively than random networks.", "source_ids": ["centola-2010"], "limitations": ["One experimental system does not establish a universal law of sharing."] },
    { "id": "brainrot-is-contested-vernacular", "register": "CULTURAL_OBSERVATION", "claim": "‘Brain rot’ was selected as Oxford Word of the Year 2024 and described as a supposed deterioration associated with overconsumption of trivial online material; the wording itself signals a vernacular attribution, not a diagnosis.", "source_ids": ["oxford-brain-rot-2024"], "limitations": ["This atlas does not operationalize or infer a cognitive or neurological condition."] },
    { "id": "hawkes-encodes-history-dependent-intensity", "register": "MATHEMATICAL_MODEL", "claim": "A self-exciting point process can encode history-dependent conditional event intensity.", "source_ids": ["hawkes-1971"], "limitations": ["Second-order event patterns may not identify self-excitation over external time variation."] },
    { "id": "shannon-entropy-is-not-quality", "register": "MATHEMATICAL_MODEL", "claim": "Shannon entropy describes uncertainty or diversity in a probability distribution while bracketing semantic meaning.", "source_ids": ["shannon-1948"], "limitations": ["Entropy is not a measure of truth, wisdom, benefit, harm, or mental health."] },
    { "id": "unfitted-models-do-not-describe-this-atlas-population", "register": "CONSTITUTIONAL_DESIGN", "claim": "The atlas model cards are explanatory lenses with no fitted population parameters.", "source_ids": ["watts-2002", "hawkes-1971"], "limitations": ["Equations supply no empirical finding without bound data, methods, fit, and uncertainty."] }
  ],
  "analogy_seams": [
    { "id": "availability-not-existence", "from": "bounded-material-sample", "to": "cultural-artifact", "preserves": ["possible states can be hard to reproduce or re-observe", "history and boundary conditions affect accessibility"], "breaks": ["cultural copies are not thermodynamic phases", "archives, memory, agency, ranking, and intentional remix have no molecular equivalent"], "relation": "bounded-analogy-not-same-as", "empirical": false, "causal_transfer": false, "authority_effect": "NONE" },
    { "id": "seed-not-share", "from": "crystal-form", "to": "share-or-remix-event", "preserves": ["a prior occurrence may alter later accessibility"], "breaks": ["a person is never a seed, host, vector, or contaminant", "sharing need not reproduce meaning or form faithfully"], "relation": "bounded-analogy-not-same-as", "empirical": false, "causal_transfer": false, "authority_effect": "NONE" },
    { "id": "nucleation-not-adoption", "from": "crystal-form", "to": "collective-attention-state", "preserves": ["local threshold-like events can precede aggregate change"], "breaks": ["surface free energy and temperature are not cultural variables", "adoption includes interpretation, choice, and social context"], "relation": "bounded-analogy-not-same-as", "empirical": false, "causal_transfer": false, "authority_effect": "NONE" },
    { "id": "form-selection-not-cultural-merit", "from": "crystal-form", "to": "cultural-practice-label", "preserves": ["one observed form or variant may become prevalent in a bounded setting"], "breaks": ["material stability is not truth, quality, fitness, morality, or social desirability"], "relation": "bounded-analogy-not-same-as", "empirical": false, "causal_transfer": false, "authority_effect": "NONE" },
    { "id": "material-sample-not-human-population", "from": "bounded-material-sample", "to": "collective-attention-state", "preserves": ["measurement depends on sampling boundary and procedure"], "breaks": ["people are agents with rights, interpretation, refusal, and privacy", "no individual state is inferred from aggregate traces"], "relation": "bounded-analogy-not-same-as", "empirical": false, "causal_transfer": false, "authority_effect": "NONE" },
    { "id": "return-not-destiny", "from": "platform-distribution-state", "to": "collective-attention-state", "preserves": ["an observed output may return into later conditions"], "breaks": ["feedback does not prove intent, optimization, moral law, or an inevitable future"], "relation": "bounded-analogy-not-same-as", "empirical": false, "causal_transfer": false, "authority_effect": "NONE" }
  ],
  "feedback_loops": [
    { "id": "material-seeding-loop", "register": "MATERIAL_OBSERVATION", "input": "material form present under named conditions", "process": "form-dependent nucleation or growth in a bounded procedure", "return_effect": "later samples may become more likely to contain that form", "status": "source-bound-example", "source_relation": "Bauer and Sacchi supply bounded material-form history; this return edge is limited to the stated material procedures and conditions.", "source_ids": ["bauer-2001", "sacchi-2024"], "does_not_establish": ["universal permanence", "cultural contagion", "purpose"] },
    { "id": "attention-ranking-loop", "register": "FEEDBACK_HYPOTHESIS", "input": "documented exposure conditions and aggregate interaction measurements", "process": "ranked rather than chronological ordering can alter bounded exposure effects; in a simulation, recorded interactions can update later recommendations", "return_effect": "a complete measurement-to-ranking-to-later-measurement return edge remains a hypothesis unless observed for a declared platform and window", "status": "bounded-hypothesis", "source_relation": "Huszár supplies randomized ranked-versus-chronological exposure effects; Chaney supplies a simulated interaction–recommendation feedback loop. Neither establishes the full return edge for an unspecified platform.", "source_ids": ["huszar-2022", "chaney-2018"], "does_not_establish": ["total algorithmic control", "individual persuasion", "platform intent"] },
    { "id": "remix-recognition-loop", "register": "FEEDBACK_HYPOTHESIS", "input": "an artifact or precedent is encountered", "process": "a person may quote, alter, reject, or recreate it", "return_effect": "later artifacts can change the recognizable family and its context", "status": "bounded-hypothesis", "source_relation": "Shifman supplies an analytic framework for shared content, form, stance, imitation, and remix; the return edge is atlas-authored and not observed here.", "source_ids": ["shifman-2013"], "does_not_establish": ["faithful inheritance", "agreement", "biological replication"] },
    { "id": "challenge-repair-loop", "register": "CONSTITUTIONAL_DESIGN", "input": "a provenance-bearing claim is challenged", "process": "sources, scope, counterevidence, and uncertainty are reviewed", "return_effect": "a correction or superseding record remains linked to the earlier claim", "status": "design-correspondence-not-observed", "source_relation": "PROV-O supplies a representation vocabulary for provenance; challenge, review, repair, and supersession are atlas-authored infrastructure design, not a W3C-observed workflow.", "source_ids": ["w3c-prov-o"], "does_not_establish": ["automatic truth settlement", "Zerone event", "KINGDOM receipt"] }
  ],
  "karma": {
    "cultural_feedback_is_not_karma": true,
    "engagement_is_not_karma": true,
    "zerone": { "foundation_protocol": "zerone.karma-foundation/v1", "foundation_status": "design-only", "network_observed": false, "authoritative": false, "event_type": "zerone.karma.edge", "event_refs": [], "event_status": "not_observed", "not": ["engagement score", "wallet balance", "moral desert", "vote weight", "automatic reward"] },
    "kingdom": { "protocol": "kingdom.karma/0.1", "accounting": "receipts_not_scores", "receipt_refs": [], "receipt_status": "not_created", "not": ["reputation score", "feed rank", "moderation signal", "governance standing"] },
    "adapter": { "exists": false, "status": "refused", "reason": "The two protocols have different semantics and no conversion rule is authorized." },
    "design_correspondences": [
      { "id": "provenance-bearing-lineage", "status": "not_observed", "pattern": "Keep source, context, time, uncertainty, challenge, and supersession attached to artifact relations.", "maps_to": ["provenance", "context", "challenge"], "does_not_convert": true },
      { "id": "challenge-and-repair", "status": "not_observed", "pattern": "Corrections remain visible and counts do not settle truth.", "maps_to": ["challenge", "repair", "supersession"], "does_not_convert": true },
      { "id": "action-and-aftermath", "status": "not_observed", "pattern": "A future owning runtime could receipt an actual invocation and its aftermath.", "maps_to": ["invocation", "aftermath"], "does_not_convert": true },
      { "id": "rest-exit-no-debt", "status": "not_observed", "pattern": "Silence, nonparticipation, refusal, no further remix, and disappearance from a corpus create no penalty or obligation.", "maps_to": ["rest", "exit", "no-debt"], "does_not_convert": true }
    ]
  },
  "ecosystem_bridges": [
    { "id": "w3c-prov-o", "standard": "W3C PROV-O", "url": "https://www.w3.org/TR/prov-o/", "use": "Translate artifact lineage and derivation claims into interoperable provenance terms.", "mode": "link-only", "runtime_request": false, "authority_imported": false },
    { "id": "w3c-web-annotation", "standard": "W3C Web Annotation Data Model", "url": "https://www.w3.org/TR/annotation-model/", "use": "Represent contextual labels, challenges, corrections, and human-reviewed meaning claims as annotations.", "mode": "link-only", "runtime_request": false, "authority_imported": false },
    { "id": "w3c-activitystreams-2", "standard": "W3C ActivityStreams 2.0", "url": "https://www.w3.org/TR/activitystreams-core/", "use": "Map public artifact and circulation event types without inferring mental state.", "mode": "link-only", "runtime_request": false, "authority_imported": false },
    { "id": "cloudflare-pages-publication", "standard": "Cloudflare Pages", "url": "https://developers.cloudflare.com/pages/", "use": "Publish immutable static record, schema, guide, and no-JavaScript explanation with typed read-only responses.", "mode": "link-only", "runtime_request": false, "authority_imported": false }
  ],
  "universe_lens": {
    "participation": "opt-in",
    "register": "PHILOSOPHY",
    "questions": [
      { "id": "persistence-and-return", "question": "Can a lawful possibility remain real when a history makes it difficult to reach, and what does return reveal about possibility versus accessibility?", "authored_position": "Possibility and present accessibility should remain distinct.", "analogy_breaks": ["A recurrence is not proof of cosmic intention."] },
      { "id": "selection-and-freedom", "question": "How can constraints and history shape a future without making that future inevitable?", "authored_position": "Constraint and agency can be modeled as coexisting without reducing either to a slogan.", "analogy_breaks": ["A platform choice is human-designed; it is not evidence that the universe has the same kind of designer."] },
      { "id": "finite-attention-and-value", "question": "What deserves care when what becomes visible is constrained by finite attention?", "authored_position": "Visibility and value must not be collapsed; infrastructure should preserve context, correction, rest, and rediscovery.", "analogy_breaks": ["Scarcity of attention is not a cosmic allocation of worth."] },
      { "id": "feedback-and-responsibility", "question": "Can feedback produce apparent direction without intention, and when does a documented human action create responsibility?", "authored_position": "Responsibility needs attributable action and aftermath, not pattern alone.", "analogy_breaks": ["Feedback is not purpose, benevolence, punishment, or moral KARMA."] },
      { "id": "unknown-and-design", "question": "Can the unknown be protected as a live boundary rather than filled with certainty?", "authored_position": "Unknown, refusal, and outside-scope states are architectural information.", "analogy_breaks": ["An open question is neither evidence for nor evidence against teleology."] }
    ],
    "nonclaims": ["scientifically proves intentional universe design", "scientifically disproves a creator or metaphysical purpose", "proves cosmic moral KARMA", "makes persistence morally right", "makes disappearance a failure or deserved erasure", "reduces a person or community to an artifact, metric, model, or metaphor"]
  },
  "unknowns": [
    { "id": "cultural-unit-definition", "question": "Which transformations preserve membership in a declared meme family?", "status": "contested", "why_open": "Content, form, stance, context, and human interpretation can disagree.", "source_ids": ["shifman-2013"] },
    { "id": "cross-platform-identity", "question": "Which artifacts and events correspond across platforms, private channels, deletions, and offline circulation?", "status": "unknown", "why_open": "Public corpora omit important contexts and edges.", "source_ids": ["goel-2016"] },
    { "id": "counterfactual-exposure", "question": "What would the same person or aggregate have done under a different exposure?", "status": "not_established", "why_open": "Observed action does not supply its unobserved counterfactual.", "source_ids": ["huszar-2022"] },
    { "id": "causal-ranking-effect", "question": "How much observed circulation was caused by ranking rather than self-selection, external arrival, or other conditions?", "status": "not_established", "why_open": "Causal attribution requires a suitable design and bounded platform context.", "source_ids": ["huszar-2022", "chaney-2018"] },
    { "id": "model-parameters", "question": "What parameter values describe any declared corpus and window?", "status": "not_observed", "why_open": "No dataset, query, fit, digest, or uncertainty estimate is bound to this static atlas.", "source_ids": ["watts-2002", "hawkes-1971"] },
    { "id": "brainrot-operationalization", "question": "Can the contested slang label be operationalized without smuggling in diagnosis or moral judgment?", "status": "withheld_for_safety", "why_open": "This atlas refuses person/community scoring and keeps the term at artifact/practice level.", "source_ids": ["oxford-brain-rot-2024"] },
    { "id": "individual-effect", "question": "Does a particular artifact or exposure cause a cognitive or clinical effect in a person?", "status": "outside_scope", "why_open": "The atlas has neither individual clinical evidence nor diagnostic authority and will not infer such a state.", "source_ids": ["pennycook-2021"] },
    { "id": "cross-domain-isomorphism", "question": "Is there a mechanism-preserving isomorphism between material polymorphism and cultural circulation?", "status": "unmapped", "why_open": "Only bounded abstract correspondences are asserted; material and cultural mechanisms remain non-equivalent.", "source_ids": ["dunitz-1995", "shifman-2013"] }
  ],
  "sources": [
    { "id": "dunitz-1995", "title": "Disappearing Polymorphs", "source_kind": "peer-reviewed-review", "published_on": "1995", "observed_on": "2026-08-13", "url": "https://doi.org/10.1021/ar00052a005", "doi": "10.1021/ar00052a005", "authority_note": "Introduces and reviews the bounded material phenomenon." },
    { "id": "bauer-2001", "title": "Ritonavir: An Extraordinary Example of Conformational Polymorphism", "source_kind": "peer-reviewed-case-study", "published_on": "2001", "observed_on": "2026-08-13", "url": "https://doi.org/10.1023/A:1011052932607", "doi": "10.1023/A:1011052932607", "authority_note": "Primary scientific account of the ritonavir solid-form problem." },
    { "id": "sacchi-2024", "title": "Crystal size, shape, and conformational changes drive both the disappearance and reappearance of ritonavir polymorphs in the mill", "source_kind": "peer-reviewed-research", "published_on": "2024", "observed_on": "2026-08-13", "url": "https://doi.org/10.1073/pnas.2319127121", "doi": "10.1073/pnas.2319127121", "authority_note": "Reports recovery of both forms under different mechanochemical environments." },
    { "id": "karthika-2016", "title": "A Review of Classical and Nonclassical Nucleation Theories", "source_kind": "peer-reviewed-review", "published_on": "2016", "observed_on": "2026-08-13", "url": "https://doi.org/10.1021/acs.cgd.6b00794", "doi": "10.1021/acs.cgd.6b00794", "authority_note": "Reviews classical spherical-capillarity nucleation theory and its limits; it does not validate a ritonavir-specific fit." },
    { "id": "shifman-2013", "title": "Memes in a Digital World: Reconciling with a Conceptual Troublemaker", "source_kind": "peer-reviewed-theory", "published_on": "2013", "observed_on": "2026-08-13", "url": "https://doi.org/10.1111/jcc4.12013", "doi": "10.1111/jcc4.12013", "authority_note": "Provides a cultural communication framing of digital meme groups." },
    { "id": "watts-2002", "title": "A simple model of global cascades on random networks", "source_kind": "peer-reviewed-model", "published_on": "2002", "observed_on": "2026-08-13", "url": "https://doi.org/10.1073/pnas.082090499", "doi": "10.1073/pnas.082090499", "authority_note": "Defines a threshold cascade model and its conditional cascade regime." },
    { "id": "centola-2010", "title": "The Spread of Behavior in an Online Social Network Experiment", "source_kind": "peer-reviewed-experiment", "published_on": "2010", "observed_on": "2026-08-13", "url": "https://doi.org/10.1126/science.1185231", "doi": "10.1126/science.1185231", "authority_note": "Bounded randomized experiment concerning network structure and adoption reinforcement." },
    { "id": "gleeson-2021", "title": "Branching process descriptions of information cascades on Twitter", "source_kind": "peer-reviewed-model", "published_on": "2021", "observed_on": "2026-08-13", "url": "https://doi.org/10.1093/comnet/cnab002", "doi": "10.1093/comnet/cnab002", "authority_note": "Applies branching approximations to public event cascades." },
    { "id": "hawkes-1971", "title": "Spectra of Some Self-Exciting and Mutually Exciting Point Processes", "source_kind": "peer-reviewed-model", "published_on": "1971", "observed_on": "2026-08-13", "url": "https://doi.org/10.1093/biomet/58.1.83", "doi": "10.1093/biomet/58.1.83", "authority_note": "Foundational stationary self- and mutually-exciting point-process formulation; the atlas authors the external-driver identifiability caveat." },
    { "id": "goel-2016", "title": "The Structural Virality of Online Diffusion", "source_kind": "peer-reviewed-measurement", "published_on": "2016", "observed_on": "2026-08-13", "url": "https://doi.org/10.1287/mnsc.2015.2158", "doi": "10.1287/mnsc.2015.2158", "authority_note": "Defines a diffusion-tree shape measure distinct from cascade size." },
    { "id": "weng-2012", "title": "Competition among memes in a world with limited attention", "source_kind": "peer-reviewed-model", "published_on": "2012", "observed_on": "2026-08-13", "url": "https://doi.org/10.1038/srep00335", "doi": "10.1038/srep00335", "authority_note": "Shows how finite attention and network structure can generate heterogeneous popularity in a model." },
    { "id": "qiu-2017", "title": "Limited individual attention and online virality of low-quality information", "source_kind": "peer-reviewed-model-and-data", "published_on": "2017", "observed_on": "2026-08-13", "url": "https://doi.org/10.1038/s41562-017-0132", "doi": "10.1038/s41562-017-0132", "authority_note": "Examines finite attention and externally modeled information quality; does not define universal quality or a person score." },
    { "id": "lorenz-spreen-2019", "title": "Accelerating dynamics of collective attention", "source_kind": "peer-reviewed-aggregate-study", "published_on": "2019", "observed_on": "2026-08-13", "url": "https://doi.org/10.1038/s41467-019-09311-w", "doi": "10.1038/s41467-019-09311-w", "authority_note": "Studies aggregate attention trajectories across selected domains." },
    { "id": "huszar-2022", "title": "Algorithmic amplification of politics on Twitter", "source_kind": "peer-reviewed-randomized-platform-study", "published_on": "2022", "observed_on": "2026-08-13", "url": "https://doi.org/10.1073/pnas.2025334119", "doi": "10.1073/pnas.2025334119", "authority_note": "Estimates ranking-related exposure effects in a bounded platform, time, and content context." },
    { "id": "chaney-2018", "title": "How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility", "source_kind": "peer-reviewed-simulation", "published_on": "2018", "observed_on": "2026-08-13", "url": "https://doi.org/10.1145/3240323.3240370", "doi": "10.1145/3240323.3240370", "authority_note": "Analyzes feedback and confounding in simulated recommendation systems." },
    { "id": "pennycook-2021", "title": "Shifting attention to accuracy can reduce misinformation online", "source_kind": "peer-reviewed-experiment", "published_on": "2021", "observed_on": "2026-08-13", "url": "https://doi.org/10.1038/s41586-021-03344-2", "doi": "10.1038/s41586-021-03344-2", "authority_note": "Supports separating sharing choices from belief and studies bounded accuracy-attention prompts." },
    { "id": "shannon-1948", "title": "A Mathematical Theory of Communication", "source_kind": "peer-reviewed-theory", "published_on": "1948", "observed_on": "2026-08-13", "url": "https://doi.org/10.1002/j.1538-7305.1948.tb01338.x", "doi": "10.1002/j.1538-7305.1948.tb01338.x", "authority_note": "Defines information entropy while explicitly separating engineering information from semantic meaning." },
    { "id": "oxford-brain-rot-2024", "title": "‘Brain rot’ named Oxford Word of the Year 2024", "source_kind": "official-language-institution-release", "published_on": "2024-12-02", "observed_on": "2026-08-13", "url": "https://corp.oup.com/news/brain-rot-named-oxford-word-of-the-year-2024/", "doi": null, "authority_note": "Documents a vernacular label and its contested cultural definition; it is not clinical evidence." },
    { "id": "w3c-prov-o", "title": "PROV-O: The PROV Ontology", "source_kind": "w3c-recommendation", "published_on": "2013", "observed_on": "2026-08-13", "url": "https://www.w3.org/TR/prov-o/", "doi": null, "authority_note": "Interoperability standard for provenance representation." },
    { "id": "cloudflare-pages", "title": "Cloudflare Pages documentation", "source_kind": "official-platform-documentation", "published_on": "2026", "observed_on": "2026-08-13", "url": "https://developers.cloudflare.com/pages/", "doi": null, "authority_note": "Publication transport documentation only; it provides no scientific or interpretive authority." }
  ],
  "boundaries": {
    "educational_metadata_only": true,
    "public_surface_read_only": true,
    "cognitive_state_inference": false,
    "psychological_diagnosis": false,
    "person_prediction": false,
    "medical_authority": false,
    "clinical_authority": false,
    "treatment_authority": false,
    "prognosis_authority": false,
    "experiment_authority": false,
    "wet_lab_protocol": false,
    "manufacturing_authority": false,
    "contains_operational_protocol": false,
    "causal_authority": false,
    "recommendation_authority": false,
    "moderation_authority": false,
    "automatic_action": false,
    "writes_karma": false,
    "creates_kingdom_karma_receipt": false,
    "observes_zerone_karma_event": false,
    "karma_adapter": false,
    "reward_authority": false,
    "economic_authority": false,
    "governance_authority": false,
    "mcp_surface_added": false,
    "scientifically_proves_teleology": false,
    "scientifically_proves_creator": false,
    "scientifically_disproves_creator": false,
    "scientifically_proves_cosmic_moral_karma": false,
    "brainrot_person_or_community_label": false,
    "material_cultural_mechanism_equivalence": false
  },
  "integrity": { "algorithm": "sha256-recursive-sorted-json-keys-v1", "digest": "sha256:9510fbbced6166507e9a1781a4adfa18cd249fb94e69b0f34faf77733cd20323" }
}