Knowing which peers processed a correction may gate its public retelling

The train of thought that ends in this hypothesis. Each stage is the reason the next exists. The master question narrows to a goal, the goal to an unknown nobody has closed, the unknown to the hypothesis proposed here. Every step below says what it rests on and what carries it.

Nothing is known here: the question has not been asked of this system.

Which five explanations and affordable first test distinguish causes of changes in cultural meaning, uptake and lasting use?

The engine's own statement of the hypothesis, in full.

CROSS-DOMAIN TRANSFER — Causal-epoch consensus. Cultural corrections become usable only when recipients reconcile which version of a proposition other contributors have already processed. A repeated majority can be a quorum of stale descendants rather than support for the current meaning. The extra mechanism is an endogenous commitment gate based on perceived causal version and acknowledgment structure: a correction can be understood privately yet excluded from the next public descendant until the receiver believes sufficiently many relevant peers have processed that version. This differs from simple redundancy, error correlation, source credibility and allocation exposure because it depends on correction-before-acknowledgment relations at matched content, dose, marginal source reliability and update opportunity. Let e be a correction event, a_j an acknowledgment by contributor j, and e precede a_j only if the acknowledgment was produced after access to e. The fraction q_e of causally valid acknowledgments, not the fraction of superficially agreeing reports, enters P(commit current meaning)=logit^-1(alpha+beta*q_e+gamma*evidence). beta>0 beyond the matched credibility/common-knowledge baseline is the candidate cultural dependency; the logistic form is an operational model, not a theorem. This stabilizes the semantic transition matrix (SPV_4), potentially with a speed/accuracy cost. It can occur in human-only, mixed human-model and recommendation-mediated relays; neither consensus nor synchronized commitment guarantees truth.

Every other hypothesis the engine wrote for the same gap, and the observation that would separate the two.

• Rival 01 of 03

  Reciprocal repair may preserve cultural rules by remapping relations among fragments

  Not yet published.

  What would separate them

  Reciprocal repair may preserve cultural rules by remapping relations among fragments predicts: In a consented branch-and-recombine convention task, compare live reciprocal repair with yoked noncontingent replay, matching available propositions, marginal fragment frequencies, pairwise source accuracy, number of contacts, total reading/production time, token budget and rewards. Include intact individual-rule, independent-production and explicitly taught fixed-decoder controls. Pretrain only a common task grammar; do not teach the target constraint or its repair algorithm. Randomize intact versus shuffled role bindings and replace one carrier with a naive participant after amplification withdrawal. The proposed signature is a positive excess recovery contrast D_R=[P(correct ancestry-qualified action after replacement|live,intact)-P(correct action|live,shuffled)]-[the corresponding replay difference], together with recovery of the original constraint under a changed fragment-to-role map. Require D_R>delta_R and an independently replicated increase in conditional joint information; delta_R is the smallest practically meaningful contrast chosen from pilot coding and functional-error costs, not an invented effect estimate. Crucially, a preregistered fixed-decoder/complementary-channel model and a resource-matched individual learning model must underpredict this recovery in held-out seeds, whereas the estimated Psi model predicts it. A raw synergy statistic, a nonsignificant singleton-information test, or a live-versus-replay difference alone is insufficient. Remove the family if fixed joint decoding plus measured individual learning predicts the full intervention, if any intact single carrier or external decoder explains recovery, or if D_R is bounded inside the equivalence region. Epoch-consensus predicts sensitivity to causal update labels; this hypothesis instead requires a selective role-binding effect even when all updates share an unambiguous epoch.

• Rival 02 of 03

  Interruptions may erase source-bound checks and change which meanings people transmit
  What would separate them

  Interruptions may erase source-bound checks and change which meanings people transmit predicts: In Module B compare contiguous checks, interleaved checks that clear the candidate/source binding, and interleaved checks with an external progress record that preserves the same binding. Match the exact evidence set and its reliability, total reading/decision time, sequence of check types, reading difficulty and number of generative passes. A neutral-interruption control matches general attention loss without clearing check state. Calibrate checking and reset rates in separate tasks; predict final source-supported transition rates without refitting n to each condition. The mechanism predicts a larger wrong/right commitment ratio after reset-prone fragmentation than after contiguous checking, and selective rescue by a binding-preserving checkpoint. In the idealized per-attempt model, p_wrong/p_right=[(k+r_right)/(k+r_wrong)]^n; this is a conditional quantitative prediction with estimated rates, not a universal numerical cultural law. Compare against a drift-diffusion/sequential-probability-ratio model with measured leakage, ordinary working-memory interference, and the composition of independently fitted human and model editing kernels. Fragmentation effects explained by those rivals do not establish a new family. The decisive extra test asks whether manipulating binding reset changes the commitment slope after evidence and fitted leakage are fixed. Remove this family if a standard accumulator/channel composition predicts both fragmentation and checkpoint rescue in held-out seeds, if no reset-dependent contrast remains within equivalence bounds, or if only added information improves correction. Under another hypothesis of the same gap, when provenance is unambiguous and no peer quorum exists, a mere check-binding reset has no specific causal-epoch effect. Under another hypothesis of the same gap, destruction of role relations matters even when checks are uninterrupted.

• Rival 03 of 03

  Linked conventions may store reversal history in how they replace one another
  What would separate them

  Linked conventions may store reversal history in how they replace one another predicts: In the miniature feed/convention alternative, first estimate individual switching thresholds under independent choice. Then randomize convention compatibility links and conduct small nested pressure cycles: rise to h_A, fall to h_B, rise to h_C<h_A, fall to h_B, then revisit h_A. Construct comparison histories with the same final h, total exposures, availability counts, recency distribution and endpoint variant shares but different reversal extrema; record actual differences that cannot be matched rather than adjusting them away after treatment. Reset recommender state and use a frozen prospective exposure replay at the endpoint. Compare intact compatibility links with randomized link reassignment that preserves individual threshold estimates, degree and immediate payoffs; include zero-interaction choice and archive-access controls. Primary outcomes are the multivariate repertoire recurrence distance, the order of individual switches, replacement probabilities at each standardized opportunity, and their response to an overshoot beyond h_A. The family predicts recurrence within a pilot-defined tolerance on closing an admissible loop, selective loss of the inner-loop trace on overshoot, and a link-reassignment effect on switching sequences that an independently fitted Preisach mixture cannot predict. Return-point memory alone is explicitly nondiscriminating because the independent mixture also predicts it. Ordinary reinforcement learning with matched finite memory, source availability, repeated reward and individual heterogeneity is the stronger compositional rival. Remove the family if those calibrated rivals predict the full nested-loop/overshoot/reassignment response, if only unreinitialized allocator memory explains it, or if the claimed interaction contrast is bounded near zero. another hypothesis of the same gap instead depends on causal correction ancestry and should not generate this repertoire-specific nested-loop law once version ambiguity is absent; another hypothesis of the same gap predicts source-bound reset effects without requiring an earlier extremum.

Which of the figures above have a study behind them, which are the engine's own, and what it would take to refute the hypothesis. This audit never judges the idea.