Live·Open questions in longevity research
Questions

Find genuinely new, falsifiable hypotheses in empirical memetics and recommend the most promising theories and experiments. Interpret memetics as the transmission, transformation, competition and persistence of cultural information, including internet memes, narratives and cultural practices. Produce a research agenda, not a campaign to manipulate people. Identify the unresolved mechanisms using cultural evolution, cognitive science, network science, information theory and computational social science, including changes introduced by recommendation algorithms and generative AI. Distinguish established theories from new conjectures and check whether each proposed mechanism is already known under another name. Prioritize approximately five hypothesis families by substantive scientific novelty, explanatory power, discriminating testability, feasibility and expected information gain; rank the best first experiment. For each shortlisted theory give an operational definition of the transmitted unit, a causal mechanism or formal model, plausible competing explanations, contrasting quantitative predictions, a decisive experiment with manipulations and controls, measurable primary outcomes, power-analysis inputs rather than invented sample-size precision, major confounds and a result that would falsify the theory. Separate reach, copying fidelity, semantic change, adoption and persistence. Include both an affordable initial experiment and the stronger validation needed for a general claim. Assess what existing primary evidence actually establishes; do not call plausible extensions proven discoveries. User request in Russian: «хочу найти новые гипотезы в сфере меметиков; предложи самые перспективные эксперименты и теории». Return published question and hypothesis pages, complete Russian versions and English originals, with poster sheets.

What changes whether people privately follow cultural practices?

The question as the research states itWhich feedback break changes private adoption rather than public sharing, and can equal exposure histories reveal why?

Public repetition determines what cultural material becomes visible to others, but private adoption concerns what someone accepts or continues to practice. In the mechanism being questioned, an earlier encounter changes either the person's response or the recommendation system's later choices, and those changes influence subsequent encounters and behavior.

The whole reason

Interrupting one route could therefore reduce visible repetition while leaving private acceptance intact, or could alter private acceptance itself. Treating these outcomes as interchangeable would misidentify what keeps the cultural material in circulation and what keeps it privately accepted.

The question in full

The question concerns whether repeated encounters with cultural material change what people privately accept or practice, or only what they publicly repeat. It asks which feedback connection—the route by which an earlier encounter or action affects what happens next—must be interrupted to change private adoption, compared with leaving that connection intact. It also asks whether matching exposure histories, so that people have comparable sequences of encounters with the material, can separate recipient reinforcement, where earlier encounters change a person's later responses, from recommender memory, where a recommendation system uses earlier activity to choose later material. Its wording assumes that an interruptible feedback connection helps sustain private adoption; the supplied material does not establish that assumption.

Competing hypotheses

These hypotheses propose different mechanisms. Comparing their predictions helps identify observations that could distinguish them.

  1. 01Public approval may reduce private cultural adoption by restoring competing optionsIn a browser task, approval tied to public expression may restore competing remembered actions and reduce private use despite matched exposure. Reject the distinct mechanism if ordinary learning and retrieval explain private choice, or restored access to competitors leaves adoption unchanged after verified changes.
  2. 02Contact sorting may sustain private cultural adoption by lowering compatibility costsCompatible partner patches may preserve private use after feedback ends despite matched feeds and contact budgets. Reject a distinct mechanism if ordinary homophily and coordination models predict all held-out trajectories, or successful contact remixing yields a precise absence of geometry-dependent private use.
  3. 03Jointly useful production aids may sustain private cultural adoption after rewards endReward-built aids may jointly reduce the cost of a cultural practice and sustain private use after rewards end. Reject the distinct family if calibrated additive-cost models predict the whole trajectory; reject capital as dominant if removing verified savings leaves adoption unchanged.
  4. 04Diversifying practical risks may sustain private cultural adoption after public sharing fadesPeople may keep a convention because its outcomes hedge failures of other routines, even after recommendation memory resets. Reject a distinct mechanism if ordinary risk-sensitive choice predicts the full trajectory, or verified changes in covariance and insurance produce precisely no joint response.
Each entry represents a published hypothesis. Where no hypotheses are published yet, the entries show possible answers to the scientific question.

What results would tell us about the hypotheses

Choose a possible result to see which hypothesis it would support, what the alternatives predict, and what would need to be tested next.

If we observe
Under replayed full acquisition deliveries and fixed action opportunities, independently vary whether B alternatives compete during A production, and later reinstate B through a brief neutral retrieval opportunity or a matched unrelated-action retrieval control. Estimate C=[P(A private|contingent)-P(A private|yoked)] with versus without a competing repertoire. The strong version predicts C_competitors<-delta_A while the corresponding public-expression contrast is positive; C_no_competitors is within epsilon_A of zero or positive. Competitor reinstatement abolishes the private contingent-versus-yoked difference by restoring B in the suppressed arm, without reversing the public A reward-value difference or changing independently tested A rule competence. A symmetric A-only refresher does not reproduce the B-specific rescue. Ranker reset has no extra effect under future replay; it changes exposure in the free-running arm. another hypothesis of the same gap instead requires contact-geometry intervention; another hypothesis of the same gap requires tool-cost intervention; another hypothesis of the same gap requires changes in payoff risk. FAMILY-FALSIFYING RESULT: after verified reward contingency, competitor competition and retrieval first stages, private choice is explained within the informative margin by target value, ordinary retrieval-practice/priming and measured B accessibility with no reward-specific release term, or B-specific reinstatement has no adoption effect despite clear restoration of B accessibility. Retain ordinary reward learning/query theory and remove the distinct reward-release cultural family. A private-choice null without successful competitor manipulation is inconclusive. Hypothetical result
Would support the hypothesis
Public approval may reduce private cultural adoption by restoring competing options — In a browser task, approval tied to public expression may restore competing remembered actions and reduce private use despite matched exposure. Reject the distinct mechanism if ordinary learning and retrieval explain private choice, or restored access to competitors leaves adoption unchanged after verified changes.
Other hypotheses predict
  • Contact sorting may sustain private cultural adoption by lowering compatibility costs — Hold participant composition, assigned feed sequence, expected number of interactions and every person's degree fixed; randomize a small set of allowed degree-preserving partner swaps. Compare compact compatible patches with fragmented patches matched on global prevalence and, where feasible, each recipient's immediate A-neighbor count, but differing in boundary length and partner-of-partner structure. In the free-contact arm, the fitted adhesion model must predict the subsequent direction and speed of boundary rearrangement and the resulting confidential A-use trajectory in held-out communities; do not infer adoption from movement of people. After reset/withdrawal, disabling additional sorting versus restoring a saved contact map yields different A abandonment despite identical feed replay. A compatibility adapter that makes A/B collaboration equally effective should remove the topology-dependent adoption contrast while leaving contact identity, content and potential action opportunities present. Neither competitor reinstatement, personal tool replacement nor outcome-variance insurance alone should remove it when deterministic compatibility costs are held fixed. FAMILY-FALSIFYING RESULT: ordinary homophily plus a standard coordination-game model, independently fitted to the same pairwise choices and costs, predicts all held-out reset, remix and adapter trajectories within the prespecified tolerance and the morphogenetic geometric constraint adds no testable separation. Then classify the result as established network coordination/niche construction, not a distinct morphogenetic memetics family. Equivalently precise absence of geometry-dependent private use after a successful topology first stage rejects this candidate in the declared scope.
  • Jointly useful production aids may sustain private cultural adoption after rewards end — In acquisition, independently permit construction of reusable A aids versus equally costly non-reusable preparation, without changing assigned source content, expressive reward totals, total work time or tool visibility. At withdrawal randomize retaining the aid, replacing it with a visually matched inert version, or giving a functionally equivalent neutral aid that makes A and B equally cheap; preregister the private use outcome. another hypothesis of the same gap predicts an adoption-retention contrast following measured execution-cost savings, and a restore-the-original-aid rescue without further social exposure or reward. Transfer a working configuration to a separately trained recipient under neutral ownership labels: savings and adoption should travel with the usable complement rather than with its author's public-feedback history. To test the proposed extension rather than generic switching costs, cross retention of k_1 and k_2 and predict private adoption from externally timed joint versus additive execution costs using held-out task instances. Competitor retrieval, graph remix with compatibility guaranteed, and variance insurance have no independent effect on this pure model once their impacts on tool usefulness and costs are blocked. FAMILY-FALSIFYING RESULT: a standard cost-sensitive choice model plus additive setup savings, independently calibrated before the cultural test, predicts the entire contingent-feedback/asset-reset trajectory within the prespecified tolerance; joint configuration supplies no extra functional dependence. Remove the distinct cultural-complementarity family and report ordinary switching-cost/niche effects. If verified removal of actual savings leaves adoption unchanged within epsilon_A, reject capital as the dominant persistence mechanism even if people continue to like or recognize the aid.
  • Diversifying practical risks may sustain private cultural adoption after public sharing fades — Keep A content, displayed feedback, target outcome sequence, expected payoff, marginal target variance, task effort and contact graph fixed. Randomize the coupling of a participant's already familiar B outcomes with those A outcomes, creating low versus high A/B covariance while preserving each marginal history. Do this as an assigned risk environment, not a post hoc subgroup defined by successful outcomes. With verified risk comprehension and r>0, another hypothesis of the same gap predicts greater private allocation to A when A diversifies B, even if A receives the same or lower expressive approval. Rerandomize a transparent loss-insurance arrangement versus an actuarially matched fixed transfer; the covariance-by-private-adoption contrast should shrink toward zero under insurance while public reproduction can remain reward-sensitive. Ranker reset with replay cannot remove the diversification effect. another hypothesis of the same gap predicts topology/compatibility sensitivity with deterministic returns; another hypothesis of the same gap predicts executable-aid sensitivity after risks are insured; another hypothesis of the same gap predicts B-retrieval specificity after actual outcome risk is held constant. FAMILY-FALSIFYING RESULT: ordinary expected-utility/portfolio choice with independently measured risk sensitivity and costs predicts the entire acquisition/reset/insurance trajectory within informative error bands; there is no residual dependence on the proposed culture-to-risk feedback edge after those actual risks are accounted for. Then retain risk-sensitive adoption as an established economic composition, not a distinct memetic family. Alternatively, a precise absence of a covariance-by-insurance response after confirmed risk first stages rejects this mechanism as the dominant explanation. A positive insurance main effect alone is not evidence for covariance-mediated cultural persistence.
What to check next
Does interrupting a feedback connection change private acceptance or practice of cultural material, public repetition, both, or neither?

These are hypothetical results. Selecting one shows what would follow from it; it does not confirm a hypothesis or change its assessment.

Comparing hypotheses

Compare the proposed mechanisms, the predictions that distinguish the hypotheses, and the observations that would count against each one.

01

Public approval may reduce private cultural adoption by restoring competing options

Competitor retrieval release
Proposed mechanism

In a browser task, approval tied to public expression may restore competing remembered actions and reduce private use despite matched exposure.

Full text

HERETICAL CANDIDATE — Reward can preserve public culture by releasing its private competitors. Repeated public production of A suppresses access to competing B-like action plans; contingent approval then broadens retrieval or releases that suppression, restoring the alternatives rather than merely strengthening A. Thus a reward policy can increase public A expression while reducing subsequent private A adoption, even at a fixed A delivery sequence and unchanged A competence. The feedback connection responsible for private change is expressive-success feedback -> availability of competing actions -> private choice, not engagement -> ranker -> more A. Recommender reset alone cannot erase this recipient state. A local candidate model is c_B(t+1)=c_B(t)-alpha*r_A(t)+gamma*f_A(t)*r_A(t)+eta(t), with c_B bounded competitor accessibility, r_A a standardized A retrieval/production event, f_A contingent positive feedback, alpha ordinary retrieval competition, gamma reward-contingent release and eta nonspecific recovery. A separate q_A reward value can increase public expression. Private log-odds A versus B depend on beta_Q*(q_A-q_B)-beta_C*c_B, with beta_C>0. The nontrivial claim is gamma>0 for social feedback with a causal effect on later private choice after controlling the independently manipulated competitor repertoire; neither positive target valuation nor delivery persistence is sufficient. This stabilizes an outcome-specific SPV_5 contrast and predicts a distinct SPV_6 trajectory. It is a conjecture about competition among remembered cultural options, not an assertion that positive reward universally reduces memory or that adoption does not exist.

What distinguishes its prediction

Under replayed full acquisition deliveries and fixed action opportunities, independently vary whether B alternatives compete during A production, and later reinstate B through a brief neutral retrieval opportunity or a matched unrelated-action retrieval control.

Full text

Estimate C=[P(A private|contingent)-P(A private|yoked)] with versus without a competing repertoire. The strong version predicts C_competitors<-delta_A while the corresponding public-expression contrast is positive; C_no_competitors is within epsilon_A of zero or positive. Competitor reinstatement abolishes the private contingent-versus-yoked difference by restoring B in the suppressed arm, without reversing the public A reward-value difference or changing independently tested A rule competence. A symmetric A-only refresher does not reproduce the B-specific rescue. Ranker reset has no extra effect under future replay; it changes exposure in the free-running arm. IH_02 instead requires contact-geometry intervention; IH_03 requires tool-cost intervention; IH_04 requires changes in payoff risk. FAMILY-FALSIFYING RESULT: after verified reward contingency, competitor competition and retrieval first stages, private choice is explained within the informative margin by target value, ordinary retrieval-practice/priming and measured B accessibility with no reward-specific release term, or B-specific reinstatement has no adoption effect despite clear restoration of B accessibility. Retain ordinary reward learning/query theory and remove the distinct reward-release cultural family. A private-choice null without successful competitor manipulation is inconclusive.

What would weaken the hypothesis

Contact sorting may sustain private cultural adoption by lowering compatibility costs predicts instead: Hold participant composition, assigned feed sequence, expected number of interactions and every person's degree fixed; randomize a small set of allowed degree-preserving partner swaps.

Full text

Compare compact compatible patches with fragmented patches matched on global prevalence and, where feasible, each recipient's immediate A-neighbor count, but differing in boundary length and partner-of-partner structure. In the free-contact arm, the fitted adhesion model must predict the subsequent direction and speed of boundary rearrangement and the resulting confidential A-use trajectory in held-out communities; do not infer adoption from movement of people. After reset/withdrawal, disabling additional sorting versus restoring a saved contact map yields different A abandonment despite identical feed replay. A compatibility adapter that makes A/B collaboration equally effective should remove the topology-dependent adoption contrast while leaving contact identity, content and potential action opportunities present. Neither competitor reinstatement, personal tool replacement nor outcome-variance insurance alone should remove it when deterministic compatibility costs are held fixed. FAMILY-FALSIFYING RESULT: ordinary homophily plus a standard coordination-game model, independently fitted to the same pairwise choices and costs, predicts all held-out reset, remix and adapter trajectories within the prespecified tolerance and the morphogenetic geometric constraint adds no testable separation. Then classify the result as established network coordination/niche construction, not a distinct morphogenetic memetics family. Equivalently precise absence of geometry-dependent private use after a successful topology first stage rejects this candidate in the declared scope.

Jointly useful production aids may sustain private cultural adoption after rewards end predicts instead: In acquisition, independently permit construction of reusable A aids versus equally costly non-reusable preparation, without changing assigned source content, expressive reward totals, total work time or tool visibility. At withdrawal randomize retaining the aid, replacing it with a visually matched inert version, or giving a functionally equivalent neutral aid that makes A and B equally cheap; preregister the private use outcome. IH_03 predicts an adoption-retention contrast following measured execution-cost savings, and a restore-the-original-aid rescue without further social exposure or reward. Transfer a working configuration to a separately trained recipient under neutral ownership labels: savings and adoption should travel with the usable complement rather than with its author's public-feedback history. To test the proposed extension rather than generic switching costs, cross retention of k_1 and k_2 and predict private adoption from externally timed joint versus additive execution costs using held-out task instances. Competitor retrieval, graph remix with compatibility guaranteed, and variance insurance have no independent effect on this pure model once their impacts on tool usefulness and costs are blocked. FAMILY-FALSIFYING RESULT: a standard cost-sensitive choice model plus additive setup savings, independently calibrated before the cultural test, predicts the entire contingent-feedback/asset-reset trajectory within the prespecified tolerance; joint configuration supplies no extra functional dependence. Remove the distinct cultural-complementarity family and report ordinary switching-cost/niche effects. If verified removal of actual savings leaves adoption unchanged within epsilon_A, reject capital as the dominant persistence mechanism even if people continue to like or recognize the aid.

Diversifying practical risks may sustain private cultural adoption after public sharing fades predicts instead: Keep A content, displayed feedback, target outcome sequence, expected payoff, marginal target variance, task effort and contact graph fixed. Randomize the coupling of a participant's already familiar B outcomes with those A outcomes, creating low versus high A/B covariance while preserving each marginal history. Do this as an assigned risk environment, not a post hoc subgroup defined by successful outcomes. With verified risk comprehension and r>0, IH_04 predicts greater private allocation to A when A diversifies B, even if A receives the same or lower expressive approval. Rerandomize a transparent loss-insurance arrangement versus an actuarially matched fixed transfer; the covariance-by-private-adoption contrast should shrink toward zero under insurance while public reproduction can remain reward-sensitive. Ranker reset with replay cannot remove the diversification effect. IH_02 predicts topology/compatibility sensitivity with deterministic returns; IH_03 predicts executable-aid sensitivity after risks are insured; IH_01 predicts B-retrieval specificity after actual outcome risk is held constant. FAMILY-FALSIFYING RESULT: ordinary expected-utility/portfolio choice with independently measured risk sensitivity and costs predicts the entire acquisition/reset/insurance trajectory within informative error bands; there is no residual dependence on the proposed culture-to-risk feedback edge after those actual risks are accounted for. Then retain risk-sensitive adoption as an established economic composition, not a distinct memetic family. Alternatively, a precise absence of a covariance-by-insurance response after confirmed risk first stages rejects this mechanism as the dominant explanation. A positive insurance main effect alone is not evidence for covariance-mediated cultural persistence.

02

Contact sorting may sustain private cultural adoption by lowering compatibility costs

Structure and topology
Proposed mechanism

Compatible partner patches may preserve private use after feedback ends despite matched feeds and contact budgets.

Full text

CROSS-DOMAIN TRANSFER — Endogenous contact sorting deposits a persistent compatibility niche. Reproduction of A changes which practical collaborators retain contact; their local contacts then reorganize into compatible patches. The durable substrate is this partner geometry, not a higher A value in each person and not the ranker's historical engagement table. A privately chosen convention remains useful because that geometry changes the actual compatibility cost of future work. Breaking the expression -> partner-retention/sorting edge during acquisition, or remixing contacts after acquisition while preserving feed histories, changes private adoption. Merely deleting the ranker state or expressive likes leaves the already formed niche. The morphogenesis import is differential adhesion: local compatibility costs and constrained contact territories can generate sorting and patch coarsening. The extra, falsifiable restriction is that independently estimated pairwise adhesion and contact-mobility parameters predict adoption differences between geometries with the same global A prevalence and contact budget; a density-only reinforcement model does not. The predicted SPV_5 and SPV_6 effects are limited to conventions whose private use has real partner-dependent functionality. For intrinsically solo practices this mechanism predicts no effect, not a universal hidden social force.

What distinguishes its prediction

Hold participant composition, assigned feed sequence, expected number of interactions and every person's degree fixed; randomize a small set of allowed degree-preserving partner swaps.

Full text

Compare compact compatible patches with fragmented patches matched on global prevalence and, where feasible, each recipient's immediate A-neighbor count, but differing in boundary length and partner-of-partner structure. In the free-contact arm, the fitted adhesion model must predict the subsequent direction and speed of boundary rearrangement and the resulting confidential A-use trajectory in held-out communities; do not infer adoption from movement of people. After reset/withdrawal, disabling additional sorting versus restoring a saved contact map yields different A abandonment despite identical feed replay. A compatibility adapter that makes A/B collaboration equally effective should remove the topology-dependent adoption contrast while leaving contact identity, content and potential action opportunities present. Neither competitor reinstatement, personal tool replacement nor outcome-variance insurance alone should remove it when deterministic compatibility costs are held fixed. FAMILY-FALSIFYING RESULT: ordinary homophily plus a standard coordination-game model, independently fitted to the same pairwise choices and costs, predicts all held-out reset, remix and adapter trajectories within the prespecified tolerance and the morphogenetic geometric constraint adds no testable separation. Then classify the result as established network coordination/niche construction, not a distinct morphogenetic memetics family. Equivalently precise absence of geometry-dependent private use after a successful topology first stage rejects this candidate in the declared scope.

What would weaken the hypothesis

Public approval may reduce private cultural adoption by restoring competing options predicts instead: Under replayed full acquisition deliveries and fixed action opportunities, independently vary whether B alternatives compete during A production, and later reinstate B through a brief neutral retrieval opportunity or a matched unrelated-action retrieval control.

Full text

Estimate C=[P(A private|contingent)-P(A private|yoked)] with versus without a competing repertoire. The strong version predicts C_competitors<-delta_A while the corresponding public-expression contrast is positive; C_no_competitors is within epsilon_A of zero or positive. Competitor reinstatement abolishes the private contingent-versus-yoked difference by restoring B in the suppressed arm, without reversing the public A reward-value difference or changing independently tested A rule competence. A symmetric A-only refresher does not reproduce the B-specific rescue. Ranker reset has no extra effect under future replay; it changes exposure in the free-running arm. IH_02 instead requires contact-geometry intervention; IH_03 requires tool-cost intervention; IH_04 requires changes in payoff risk. FAMILY-FALSIFYING RESULT: after verified reward contingency, competitor competition and retrieval first stages, private choice is explained within the informative margin by target value, ordinary retrieval-practice/priming and measured B accessibility with no reward-specific release term, or B-specific reinstatement has no adoption effect despite clear restoration of B accessibility. Retain ordinary reward learning/query theory and remove the distinct reward-release cultural family. A private-choice null without successful competitor manipulation is inconclusive.

Jointly useful production aids may sustain private cultural adoption after rewards end predicts instead: In acquisition, independently permit construction of reusable A aids versus equally costly non-reusable preparation, without changing assigned source content, expressive reward totals, total work time or tool visibility. At withdrawal randomize retaining the aid, replacing it with a visually matched inert version, or giving a functionally equivalent neutral aid that makes A and B equally cheap; preregister the private use outcome. IH_03 predicts an adoption-retention contrast following measured execution-cost savings, and a restore-the-original-aid rescue without further social exposure or reward. Transfer a working configuration to a separately trained recipient under neutral ownership labels: savings and adoption should travel with the usable complement rather than with its author's public-feedback history. To test the proposed extension rather than generic switching costs, cross retention of k_1 and k_2 and predict private adoption from externally timed joint versus additive execution costs using held-out task instances. Competitor retrieval, graph remix with compatibility guaranteed, and variance insurance have no independent effect on this pure model once their impacts on tool usefulness and costs are blocked. FAMILY-FALSIFYING RESULT: a standard cost-sensitive choice model plus additive setup savings, independently calibrated before the cultural test, predicts the entire contingent-feedback/asset-reset trajectory within the prespecified tolerance; joint configuration supplies no extra functional dependence. Remove the distinct cultural-complementarity family and report ordinary switching-cost/niche effects. If verified removal of actual savings leaves adoption unchanged within epsilon_A, reject capital as the dominant persistence mechanism even if people continue to like or recognize the aid.

Diversifying practical risks may sustain private cultural adoption after public sharing fades predicts instead: Keep A content, displayed feedback, target outcome sequence, expected payoff, marginal target variance, task effort and contact graph fixed. Randomize the coupling of a participant's already familiar B outcomes with those A outcomes, creating low versus high A/B covariance while preserving each marginal history. Do this as an assigned risk environment, not a post hoc subgroup defined by successful outcomes. With verified risk comprehension and r>0, IH_04 predicts greater private allocation to A when A diversifies B, even if A receives the same or lower expressive approval. Rerandomize a transparent loss-insurance arrangement versus an actuarially matched fixed transfer; the covariance-by-private-adoption contrast should shrink toward zero under insurance while public reproduction can remain reward-sensitive. Ranker reset with replay cannot remove the diversification effect. IH_02 predicts topology/compatibility sensitivity with deterministic returns; IH_03 predicts executable-aid sensitivity after risks are insured; IH_01 predicts B-retrieval specificity after actual outcome risk is held constant. FAMILY-FALSIFYING RESULT: ordinary expected-utility/portfolio choice with independently measured risk sensitivity and costs predicts the entire acquisition/reset/insurance trajectory within informative error bands; there is no residual dependence on the proposed culture-to-risk feedback edge after those actual risks are accounted for. Then retain risk-sensitive adoption as an established economic composition, not a distinct memetic family. Alternatively, a precise absence of a covariance-by-insurance response after confirmed risk first stages rejects this mechanism as the dominant explanation. A positive insurance main effect alone is not evidence for covariance-mediated cultural persistence.

03

Jointly useful production aids may sustain private cultural adoption after rewards end

Practice specific complementary capital
Proposed mechanism

Reward-built aids may jointly reduce the cost of a cultural practice and sustain private use after rewards end.

Full text

SCOUT 1 — Human factors and production ergonomics: rewarded reproduction induces durable investments that change the private cost of enactment. Participants prepare reusable templates, shortcuts or physical/digital work arrangements to produce A cheaply; these complements survive the public reward and ranker reset and make later confidential A use cheaper than B. The memory is an executable production configuration, not an intention reminder, a recalled motor plan, an ancestry cue or an ownership right. The operative feedback edge is expression demand -> participant-built complement -> later enactment cost -> adoption. Let k_A be usable A-specific complementary capital, b_A a construction event and delta_k depreciation: k_A(t+1)=(1-delta_k)k_A(t)+b_A(t). Let c_A(k_A) be independently timed private execution cost, with dc_A/dk_A<0. A distinctive candidate extension is that a reward-contingent production history creates cross-step complements whose savings depend on their joint configuration, c_A(k_1,k_2) with a nonzero interaction beyond additive savings. A ranker can induce this configuration without directly reinforcing private preference. SPV_6 remains low while this complement functions even under fixed delivery; resetting the complement rather than the ranker increases abandonment. All options stay executable without the complement, so increased cost is not coded as absence of opportunity.

What distinguishes its prediction

In acquisition, independently permit construction of reusable A aids versus equally costly non-reusable preparation, without changing assigned source content, expressive reward totals, total work time or tool visibility.

Full text

At withdrawal randomize retaining the aid, replacing it with a visually matched inert version, or giving a functionally equivalent neutral aid that makes A and B equally cheap; preregister the private use outcome. IH_03 predicts an adoption-retention contrast following measured execution-cost savings, and a restore-the-original-aid rescue without further social exposure or reward. Transfer a working configuration to a separately trained recipient under neutral ownership labels: savings and adoption should travel with the usable complement rather than with its author's public-feedback history. To test the proposed extension rather than generic switching costs, cross retention of k_1 and k_2 and predict private adoption from externally timed joint versus additive execution costs using held-out task instances. Competitor retrieval, graph remix with compatibility guaranteed, and variance insurance have no independent effect on this pure model once their impacts on tool usefulness and costs are blocked. FAMILY-FALSIFYING RESULT: a standard cost-sensitive choice model plus additive setup savings, independently calibrated before the cultural test, predicts the entire contingent-feedback/asset-reset trajectory within the prespecified tolerance; joint configuration supplies no extra functional dependence. Remove the distinct cultural-complementarity family and report ordinary switching-cost/niche effects. If verified removal of actual savings leaves adoption unchanged within epsilon_A, reject capital as the dominant persistence mechanism even if people continue to like or recognize the aid.

What would weaken the hypothesis

Public approval may reduce private cultural adoption by restoring competing options predicts instead: Under replayed full acquisition deliveries and fixed action opportunities, independently vary whether B alternatives compete during A production, and later reinstate B through a brief neutral retrieval opportunity or a matched unrelated-action retrieval control.

Full text

Estimate C=[P(A private|contingent)-P(A private|yoked)] with versus without a competing repertoire. The strong version predicts C_competitors<-delta_A while the corresponding public-expression contrast is positive; C_no_competitors is within epsilon_A of zero or positive. Competitor reinstatement abolishes the private contingent-versus-yoked difference by restoring B in the suppressed arm, without reversing the public A reward-value difference or changing independently tested A rule competence. A symmetric A-only refresher does not reproduce the B-specific rescue. Ranker reset has no extra effect under future replay; it changes exposure in the free-running arm. IH_02 instead requires contact-geometry intervention; IH_03 requires tool-cost intervention; IH_04 requires changes in payoff risk. FAMILY-FALSIFYING RESULT: after verified reward contingency, competitor competition and retrieval first stages, private choice is explained within the informative margin by target value, ordinary retrieval-practice/priming and measured B accessibility with no reward-specific release term, or B-specific reinstatement has no adoption effect despite clear restoration of B accessibility. Retain ordinary reward learning/query theory and remove the distinct reward-release cultural family. A private-choice null without successful competitor manipulation is inconclusive.

Contact sorting may sustain private cultural adoption by lowering compatibility costs predicts instead: Hold participant composition, assigned feed sequence, expected number of interactions and every person's degree fixed; randomize a small set of allowed degree-preserving partner swaps. Compare compact compatible patches with fragmented patches matched on global prevalence and, where feasible, each recipient's immediate A-neighbor count, but differing in boundary length and partner-of-partner structure. In the free-contact arm, the fitted adhesion model must predict the subsequent direction and speed of boundary rearrangement and the resulting confidential A-use trajectory in held-out communities; do not infer adoption from movement of people. After reset/withdrawal, disabling additional sorting versus restoring a saved contact map yields different A abandonment despite identical feed replay. A compatibility adapter that makes A/B collaboration equally effective should remove the topology-dependent adoption contrast while leaving contact identity, content and potential action opportunities present. Neither competitor reinstatement, personal tool replacement nor outcome-variance insurance alone should remove it when deterministic compatibility costs are held fixed. FAMILY-FALSIFYING RESULT: ordinary homophily plus a standard coordination-game model, independently fitted to the same pairwise choices and costs, predicts all held-out reset, remix and adapter trajectories within the prespecified tolerance and the morphogenetic geometric constraint adds no testable separation. Then classify the result as established network coordination/niche construction, not a distinct morphogenetic memetics family. Equivalently precise absence of geometry-dependent private use after a successful topology first stage rejects this candidate in the declared scope.

Diversifying practical risks may sustain private cultural adoption after public sharing fades predicts instead: Keep A content, displayed feedback, target outcome sequence, expected payoff, marginal target variance, task effort and contact graph fixed. Randomize the coupling of a participant's already familiar B outcomes with those A outcomes, creating low versus high A/B covariance while preserving each marginal history. Do this as an assigned risk environment, not a post hoc subgroup defined by successful outcomes. With verified risk comprehension and r>0, IH_04 predicts greater private allocation to A when A diversifies B, even if A receives the same or lower expressive approval. Rerandomize a transparent loss-insurance arrangement versus an actuarially matched fixed transfer; the covariance-by-private-adoption contrast should shrink toward zero under insurance while public reproduction can remain reward-sensitive. Ranker reset with replay cannot remove the diversification effect. IH_02 predicts topology/compatibility sensitivity with deterministic returns; IH_03 predicts executable-aid sensitivity after risks are insured; IH_01 predicts B-retrieval specificity after actual outcome risk is held constant. FAMILY-FALSIFYING RESULT: ordinary expected-utility/portfolio choice with independently measured risk sensitivity and costs predicts the entire acquisition/reset/insurance trajectory within informative error bands; there is no residual dependence on the proposed culture-to-risk feedback edge after those actual risks are accounted for. Then retain risk-sensitive adoption as an established economic composition, not a distinct memetic family. Alternatively, a precise absence of a covariance-by-insurance response after confirmed risk first stages rejects this mechanism as the dominant explanation. A positive insurance main effect alone is not evidence for covariance-mediated cultural persistence.

04

Diversifying practical risks may sustain private cultural adoption after public sharing fades

Actuarial payoff diversification
Proposed mechanism

People may keep a convention because its outcomes hedge failures of other routines, even after recommendation memory resets.

Full text

SCOUT 2 — Actuarial risk pooling: recipients privately adopt a convention because it hedges the failure of their other practical routines. Adaptive delivery can bring otherwise rare complementary practices into a person's feasible repertoire. Public expressive rewards track popularity, but private practice choice depends on the covariance of future useful outcomes with an already held practice, not only the target's mean reward. The feedback connection is publicly induced participation -> shared practical failure exposure -> value of a diversifying convention -> private adoption. The relevant persistent state is the household/person's portfolio of genuinely usable routines and their joint outcome distribution. This differs from an inherited correlation code: no covariance between cultural representations is copied, and no relational semantic unit is stored. A narrow two-practice model values use fraction w in A and 1-w in B by U(w)=w*mu_A+(1-w)*mu_B-(r/2)[w^2*sigma_A^2+(1-w)^2*sigma_B^2+2*w*(1-w)*sigma_AB]-C(w). Here r is local risk sensitivity and C implementation cost. At matched marginal means/variances, changing sigma_AB changes private A uptake for people already relying on B. Thus resetting the ranker can stop public recurrence while the functional diversification reason for adoption persists. Conversely, insuring the relevant loss removes the reason to maintain A even if target liking, recall, delivery and social approval stay constant. The stabilised outcome is SPV_5 and the subsequent SPV_6 risk-sensitive retention curve.

What distinguishes its prediction

Keep A content, displayed feedback, target outcome sequence, expected payoff, marginal target variance, task effort and contact graph fixed.

Full text

Randomize the coupling of a participant's already familiar B outcomes with those A outcomes, creating low versus high A/B covariance while preserving each marginal history. Do this as an assigned risk environment, not a post hoc subgroup defined by successful outcomes. With verified risk comprehension and r>0, IH_04 predicts greater private allocation to A when A diversifies B, even if A receives the same or lower expressive approval. Rerandomize a transparent loss-insurance arrangement versus an actuarially matched fixed transfer; the covariance-by-private-adoption contrast should shrink toward zero under insurance while public reproduction can remain reward-sensitive. Ranker reset with replay cannot remove the diversification effect. IH_02 predicts topology/compatibility sensitivity with deterministic returns; IH_03 predicts executable-aid sensitivity after risks are insured; IH_01 predicts B-retrieval specificity after actual outcome risk is held constant. FAMILY-FALSIFYING RESULT: ordinary expected-utility/portfolio choice with independently measured risk sensitivity and costs predicts the entire acquisition/reset/insurance trajectory within informative error bands; there is no residual dependence on the proposed culture-to-risk feedback edge after those actual risks are accounted for. Then retain risk-sensitive adoption as an established economic composition, not a distinct memetic family. Alternatively, a precise absence of a covariance-by-insurance response after confirmed risk first stages rejects this mechanism as the dominant explanation. A positive insurance main effect alone is not evidence for covariance-mediated cultural persistence.

What would weaken the hypothesis

Public approval may reduce private cultural adoption by restoring competing options predicts instead: Under replayed full acquisition deliveries and fixed action opportunities, independently vary whether B alternatives compete during A production, and later reinstate B through a brief neutral retrieval opportunity or a matched unrelated-action retrieval control.

Full text

Estimate C=[P(A private|contingent)-P(A private|yoked)] with versus without a competing repertoire. The strong version predicts C_competitors<-delta_A while the corresponding public-expression contrast is positive; C_no_competitors is within epsilon_A of zero or positive. Competitor reinstatement abolishes the private contingent-versus-yoked difference by restoring B in the suppressed arm, without reversing the public A reward-value difference or changing independently tested A rule competence. A symmetric A-only refresher does not reproduce the B-specific rescue. Ranker reset has no extra effect under future replay; it changes exposure in the free-running arm. IH_02 instead requires contact-geometry intervention; IH_03 requires tool-cost intervention; IH_04 requires changes in payoff risk. FAMILY-FALSIFYING RESULT: after verified reward contingency, competitor competition and retrieval first stages, private choice is explained within the informative margin by target value, ordinary retrieval-practice/priming and measured B accessibility with no reward-specific release term, or B-specific reinstatement has no adoption effect despite clear restoration of B accessibility. Retain ordinary reward learning/query theory and remove the distinct reward-release cultural family. A private-choice null without successful competitor manipulation is inconclusive.

Contact sorting may sustain private cultural adoption by lowering compatibility costs predicts instead: Hold participant composition, assigned feed sequence, expected number of interactions and every person's degree fixed; randomize a small set of allowed degree-preserving partner swaps. Compare compact compatible patches with fragmented patches matched on global prevalence and, where feasible, each recipient's immediate A-neighbor count, but differing in boundary length and partner-of-partner structure. In the free-contact arm, the fitted adhesion model must predict the subsequent direction and speed of boundary rearrangement and the resulting confidential A-use trajectory in held-out communities; do not infer adoption from movement of people. After reset/withdrawal, disabling additional sorting versus restoring a saved contact map yields different A abandonment despite identical feed replay. A compatibility adapter that makes A/B collaboration equally effective should remove the topology-dependent adoption contrast while leaving contact identity, content and potential action opportunities present. Neither competitor reinstatement, personal tool replacement nor outcome-variance insurance alone should remove it when deterministic compatibility costs are held fixed. FAMILY-FALSIFYING RESULT: ordinary homophily plus a standard coordination-game model, independently fitted to the same pairwise choices and costs, predicts all held-out reset, remix and adapter trajectories within the prespecified tolerance and the morphogenetic geometric constraint adds no testable separation. Then classify the result as established network coordination/niche construction, not a distinct morphogenetic memetics family. Equivalently precise absence of geometry-dependent private use after a successful topology first stage rejects this candidate in the declared scope.

Jointly useful production aids may sustain private cultural adoption after rewards end predicts instead: In acquisition, independently permit construction of reusable A aids versus equally costly non-reusable preparation, without changing assigned source content, expressive reward totals, total work time or tool visibility. At withdrawal randomize retaining the aid, replacing it with a visually matched inert version, or giving a functionally equivalent neutral aid that makes A and B equally cheap; preregister the private use outcome. IH_03 predicts an adoption-retention contrast following measured execution-cost savings, and a restore-the-original-aid rescue without further social exposure or reward. Transfer a working configuration to a separately trained recipient under neutral ownership labels: savings and adoption should travel with the usable complement rather than with its author's public-feedback history. To test the proposed extension rather than generic switching costs, cross retention of k_1 and k_2 and predict private adoption from externally timed joint versus additive execution costs using held-out task instances. Competitor retrieval, graph remix with compatibility guaranteed, and variance insurance have no independent effect on this pure model once their impacts on tool usefulness and costs are blocked. FAMILY-FALSIFYING RESULT: a standard cost-sensitive choice model plus additive setup savings, independently calibrated before the cultural test, predicts the entire contingent-feedback/asset-reset trajectory within the prespecified tolerance; joint configuration supplies no extra functional dependence. Remove the distinct cultural-complementarity family and report ordinary switching-cost/niche effects. If verified removal of actual savings leaves adoption unchanged within epsilon_A, reject capital as the dominant persistence mechanism even if people continue to like or recognize the aid.

No test is published for this question yet

The hypotheses above state the observations that could distinguish them. A proposed experiment for this question has not yet been published.

What to check next: Does interrupting a feedback connection change private acceptance or practice of cultural material, public repetition, both, or neither?

Every proposed test

What the literature settles, and what it does not

The sources read against this question, the assumption it rests on, and the verdict that follows.

Which feedback break changes private adoption rather than public sharing, and can equal exposure histories reveal why?

What this question is asking

The question concerns whether repeated encounters with cultural material change what people privately accept or practice, or only what they publicly repeat. It asks which feedback connection—the route by which an earlier encounter or action affects what happens next—must be interrupted to change private adoption, compared with leaving that connection intact. It also asks whether matching exposure histories, so that people have comparable sequences of encounters with the material, can separate recipient reinforcement, where earlier encounters change a person's later responses, from recommender memory, where a recommendation system uses earlier activity to choose later material. Its wording assumes that an interruptible feedback connection helps sustain private adoption; the supplied material does not establish that assumption.

What the terms mean
Cultural material
Information or behavior that people can encounter, repeat, modify, or take up, such as narratives, internet memes, and shared practices. This is a broad class; the question does not specify one particular item or practice.
Narrative
A story or account that connects events or ideas. It is one possible kind of cultural material whose repetition and private acceptance could differ.
Internet meme
An image, phrase, video, or other recognizable cultural item that circulates online, often in modified versions. Here it is an example of material that can be publicly shared without necessarily being privately accepted.
Private adoption
A person's acceptance or uptake of cultural material, considered separately from visibly repeating it. It may concern belief, preference, or practice and can vary in strength and duration; the supplied question does not specify how it is measured.
Public reproduction
Visible repetition, copying, performance, or sharing of cultural material. Public sharing and public repetition are used here for this broad category of behavior, which does not by definition establish private acceptance.
Feedback connection
A route through which an earlier encounter, response, or action influences later encounters or responses. Interrupting or breaking the connection means preventing that influence along the particular route; the question asks which such interruption affects private adoption.
Exposure history
The sequence of encounters a person has with cultural material. Matched exposure histories are histories made comparable on specified features, potentially including what was encountered, how often, and when; matching does not automatically mean that every relevant feature is identical.
Recipient reinforcement
The proposed route in which earlier encounters strengthen or sustain the receiving person's later response to cultural material. Here it names a possible explanation within the person, not an effect established by the supplied evidence.
Recommendation system or recommender
A system that selects which material to present to someone. Its selections can form part of an exposure history, which is why its behavior matters to the question.
Recommender memory
A recommendation system's retention or use of earlier activity when selecting later material. This is a broad description of dependence on past activity, not a claim that the system remembers in the human sense or that a particular technical design has been established.
Screened source
A publication or other source supplied with information about its relevance, a quotation, and the limits of what it settles. None were included in this task, so there are no reported literature findings to summarize.
What the question takes for granted
Premise could not be checked
A feedback connection must be interrupted to change private cultural adoption rather than only public reproduction.

Cultural material means such things as a narrative, an internet meme, or a shared practice; private adoption means accepting or taking up that material, while public reproduction means visibly repeating or sharing it. A feedback connection carries the effects of an earlier encounter or action into later encounters or responses. The question assumes that breaking such a connection can change private adoption, which would make identifying the responsible connection consequential beyond merely reducing public sharing.

No screened sources were supplied, so there is no read evidence establishing that feedback sustains private adoption, that interrupting it changes adoption, or that any particular connection must be interrupted. There is also no supplied search record from which to assess coverage. The premise remains undetermined; the absence of supplied sources does not show that it is false.

The same question asked without the part nothing read establishes:

  • Does interrupting a feedback connection change private acceptance or practice of cultural material, public repetition, both, or neither?
  • Can comparable sequences of encounters with cultural material distinguish changes within the recipient from effects of a recommendation system's use of earlier activity?
What turns on the answer
  • Recipient reinforcement changes private adoption If earlier encounters change the person's later responses in a way that sustains private acceptance or practice, interrupting that feedback could change private adoption. If this route can be distinguished when encounter histories are comparable, the explanation would concern changes within the person rather than differences in what the recommendation system subsequently presents. A reduction in public sharing alone would still not establish that private adoption changed.
  • Recommender memory sustains private adoption If a recommendation system uses earlier activity to select later encounters that sustain private acceptance or practice, interrupting that connection could change private adoption through the changed encounters. If all the relevant encounter differences are removed by matching histories, that route would no longer explain a remaining difference in adoption. This outcome would locate the sustaining connection in the system's selection of material, without establishing a lasting change within the person.
  • Only public repetition changes If interrupting a connection changes visible repetition while private acceptance or practice remains the same, the connection would explain circulation without explaining private adoption. A fall in sharing would then support a claim about public behavior, while a claim that private acceptance had weakened would remain unsupported.
  • The connections remain indistinguishable If comparable encounter histories remain consistent with both explanations, matching those histories would not identify the responsible connection. Any observed change in private adoption could then remain attributable to changes within the person, the recommendation system's use of earlier activity, or their combination, so no unique connection would have been identified.
Why it matters

Public repetition determines what cultural material becomes visible to others, but private adoption concerns what someone accepts or continues to practice. In the mechanism being questioned, an earlier encounter changes either the person's response or the recommendation system's later choices, and those changes influence subsequent encounters and behavior. Interrupting one route could therefore reduce visible repetition while leaving private acceptance intact, or could alter private acceptance itself. Treating these outcomes as interchangeable would misidentify what keeps the cultural material in circulation and what keeps it privately accepted.

Could not be determined

The supplied screened_sources list is empty: there are no source identifiers, quotations, reported findings, or limitations to assess. Consequently, neither a literature answer nor the nearest relevant published work can be identified from the permitted input. This is insufficient evidence to judge the question, not evidence that the literature leaves it open. The branches describe conditional meanings of possible answers, not findings from read sources.

What it does not settle
  • Whether any feedback connection must be interrupted to change private adoption, and which connection that would be. No supplied source reports a comparison that answers this.
  • Whether an interruption changes private acceptance or practice, public repetition, both, or neither, and whether any change persists after encounters stop.
  • Whether matched exposure histories can distinguish recipient reinforcement from recommender memory. The supplied material does not specify which features of the encounters are matched or provide results showing that matching separates the explanations.
  • Which people, kinds of cultural material, recommendation systems, and durations the proposed distinction applies to, or the size of any effect. The supplied material provides no measurements of these quantities.

2 literature searches, 0 full texts; 0 source(s) assessed against this question using the available text. A bounded search is not evidence of absence.

Every open question