Agency before automation
Automation delegates burden, never the person’s underlying authority. Stakes, uncertainty, and irreversibility determine when the human returns to the loop.
A comprehensive reference for the concepts, modules, roles, safeguards, interfaces, and formulas that define the Commonsent Platform.
This edition consolidates the project’s vocabulary through June 27, 2026. It distinguishes stable Commonsent primitives from working language, proposed metrics, external concepts, and historical terms.
The dictionary is both a language standard and an implementation aid. Terms are linked across human agency, technical infrastructure, governance, economics, and measurement.
Automation delegates burden, never the person’s underlying authority. Stakes, uncertainty, and irreversibility determine when the human returns to the loop.
Shared demand becomes bargaining, production, assets, and recurring ownership rather than ending at convenience or one-time savings.
Human-scale cells retain local authority while protocols, safeguards, and selected services coordinate across larger scales.
Context appears when it can still change a purchase, contract, vote, renewal, or irreversible commitment.
Money, data, expertise, delegation, and infrastructure cannot silently become constitutional authority.
Every score must remain decomposable, uncertainty-aware, auditable, and resistant to Goodhart-style gaming.
Select a domain to filter the A–Z dictionary. The categories are navigational, not silos; most important Commonsent concepts connect several domains.
The agency-to-ownership loop explains how value moves. The federated layer model explains where authority and computation live.
The registry separates established formulas from Commonsent working metrics. Proposed measures require calibration, validation, distributional review, and adversarial testing before operational use.
A composite measure of informed choice, option availability, reversibility, explanation, consent, and effective control.
APS = 100 × Σₖ wₖaₖA composite estimate of how faithfully an agent follows the principal’s declared rules, produces outcomes consistent with those rules, discloses uncertainty, and avoids conflicts.
AAS = 100 × (w₁F + w₂C + w₃E + w₄R − w₅V)A model-based probability that an apparently grassroots campaign is centrally coordinated or covertly sponsored.
P(AST) = σ(β₀ + β₁T + β₂C + β₃S + β₄F + β₅A + β₆D)The total interruption and processing demand imposed on a user by a system.
AB = Σⱼ fⱼ × dⱼ × iⱼ × cⱼA proper scoring rule for probabilistic forecasts, equal to the mean squared difference between forecast probabilities and outcomes.
BS = (1/N)Σᵢ(fᵢ − oᵢ)²The ratio of monetized financial benefits plus explicitly valued civic benefits to total resource cost.
CROI = (B_financial + λB_civic − C_total) / C_totalA composite of non-financial returns generated by a project or treasury allocation.
CYI = 100 × Σₖ wₖzₖThe estimated change in a defined Commonsent Outcome relative to a credible baseline or counterfactual.
COD = (Y_post − Y_pre) − (Y_control,post − Y_control,pre)A stock-flow representation of how participant-owned assets grow through returns and contributions while accounting for distributions, losses, and depreciation.
Aₜ₊₁ = Aₜ(1 + rₜ − dₜ) + Cₜ − Dₜ − LₜA composite of skills, institutional density, trust, infrastructure, financial assets, volunteer capacity, and response speed.
CCI = 100 × Σₖ wₖcₖThe share of total economic surplus generated by Commonsent-mediated activity that accrues to participants, workers, local owners, or community treasuries.
CWCR = (Sₚ + S𝓌 + Sₗ + Sₜ) / S_totalThe quality of permission based on comprehension, specificity, voluntariness, revocability, recency, and auditability.
CQI = 100 × (C × S × V × R × T × A)^(1/6)The reduction in information volume achieved while retaining decision-relevant content.
CCRₓ = 1 − I_surface / I_sourceThe time, money, attention, trust, search, negotiation, and governance burden required to align participants around an action.
CC = C_search + C_verify + C_communicate + C_negotiate + C_govern + C_enforceThe burden of organizing people relative to the burden faced by the institutional counterpart for the same decision domain.
CCR = CC_people / CC_institutionThe change in successful collective action produced by an incremental reduction in coordination cost.
CG = ∂P(action success) / ∂(−CC)The relative effective coordination capacity of people-side institutions compared with the organizations acting upon them.
CSI = 100 × K_people / (K_people + K_institution)The proportion of potentially available personal data that is not collected or retained because it is unnecessary.
DMR = 1 − D_used / D_availableA normalized risk score used to decide whether an agent may proceed, must explain, or must request human confirmation.
DRS = 100 × [1 − (1−S)(1−I)(1−U)(1−P)(1−N)]The concentration of delegated voting or decision authority among representatives or agents.
DC = Σᵢ dᵢ²The continuing validity of a delegation based on scope match, age, recent confirmation, context similarity, and risk.
DVS = S × e^(−λt) × C × (1 − R)A composite measure of process quality across evidence, perspective coverage, independence, reason-giving, revision, inclusion, and procedural fairness.
DQI = 100 × Σₖ wₖqₖThe share of material claims in an issue model that have at least one relevant, accessible evidence object and an explicit uncertainty assessment.
ECR = N_supported / N_materialThe fraction of economic value removed through avoidable rents, fees, monopoly margins, data extraction, financing costs, and externalized burdens.
ELR = (R + F + M + D + X) / V_totalA composite estimate of the likelihood that decision authority is being concentrated through wealth, delegation, turnout, information control, or administrator dependence.
GCR = 100 × (w₁V + w₂D + w₃T + w₄I + w₅A)A concentration measure equal to the sum of squared market shares.
HHI = Σᵢ sᵢ²The portion of an observed outcome that would not have occurred without the intervention.
IA = Y_observed − Y_counterfactualA composite indicator of constitutional compliance, conflict disclosure, audit coverage, capture resistance, incident response, and remedy effectiveness.
IS = 100 × Σₖ wₖiₖ − P_incidentsA composite estimate of procedural fairness, representation, transparency, competence, accountability, and outcome acceptance.
LS = 100 × Σₖ wₖlₖThe total local economic activity generated by an initial local injection after accounting for subsequent rounds of local spending.
LM = Σᵣ Lᵣ / L₀The share of eligible economic value that remains within the defined community after direct and measurable first-order leakage.
LVRR = V_local retained / V_eligibleThe concentration of issue exposure among a small number of narratives, source families, or coordinated frames.
NC = Σᵢ sᵢ²A measure of the network’s ability to continue operating under node, provider, communication, governance, or treasury failures.
NRS = 100 × (1 − E[service loss under stress])A profile of how benefits and harms are distributed across participant groups rather than only the average effect.
ODI_g = ΔY_g; report {ΔY_g, share_g, uncertainty_g} for every material group gThe time, cognitive effort, procedural complexity, and emotional cost required for meaningful governance participation.
PB = T + αC + βP + γEThe degree to which an agent’s recommendation or action matches the user’s declared priorities and constraints.
PF = 1 − D(p_user, p_action)The number of spending rounds or time periods required for half of an initial local injection to leak outside the defined community.
Find h such that V_local(h) / V_local(0) = 0.5The share of a transaction or revenue stream redirected into participant, worker, local, or treasury ownership and productive reuse.
RRc = V_recirculated / V_grossThe similarity between a deliberating body and the affected population across relevant demographic, experiential, geographic, and interest dimensions.
RQ = 100 × (1 − ½Σⱼ |pⱼ − sⱼ|)The degree to which an action can be undone quickly, completely, and at low cost.
RS = 100 × (1 − c) × (1 − t) × (1 − h)The share of participants or proposals that change materially after exposure to evidence and counterargument.
RR = N_materially revised / N_eligibleA normalized measure of how evenly evidence or coverage is distributed across independent source groups.
SDE = −Σᵢ pᵢ ln(pᵢ) / ln(n)A composite of spending concentration, switching cost, substitutability, data lock-in, and operational criticality for a supplier.
SDI = 100 × Σₖ wₖdₖThe proportional reduction in a measured power or coordination asymmetry after Commonsent intervention.
SAC = 1 − A_after / A_beforeThe exposure of a treasury to a small number of assets, counterparties, sectors, or geographies.
TCR = max(HHI_asset, HHI_counterparty, HHI_sector, HHI_geo)The ratio of liquid and near-liquid assets to expected obligations over a defined horizon.
TSR = A_liquid / O_horizonThe degree to which participation rates differ across relevant population groups.
TI = ½Σⱼ |pⱼ − vⱼ|Use search, domain, status, alphabet, and formula filters together. Every related term is a direct internal link.
A compact disclosure indicating who produced a recommendation, which data and model classes were used, who benefits, what conflicts exist, and how the result can be challenged.
An audit designed to discover how a rule, model, market, or governance process could be manipulated by actors seeking advantage.
Measurement designed under the assumption that participants may optimize, conceal, or manipulate observable signals.
The practical capacity to form intentions, understand options, make choices, and act effectively. Commonsent measures agency by usable power, not merely formal freedom.
The requirement that automation reduce burden without silently replacing human choice, narrowing options, or making disengagement costly.
A composite measure of informed choice, option availability, reversibility, explanation, consent, and effective control.
APS = 100 × Σₖ wₖaₖThe closed adaptive cycle through which individual goals become structured intent, pooled coordination, governed execution, productive capacity, distributed value, and learning. Its six stages are individual agency, personal advocacy, coordination, governance, economic execution, and value distribution.
This is the main process model of the platform.
A composite estimate of how faithfully an agent follows the principal’s declared rules, produces outcomes consistent with those rules, discloses uncertainty, and avoids conflicts.
AAS = 100 × (w₁F + w₂C + w₃E + w₄R − w₅V)A portable, inspectable set of rights, duties, prohibitions, data permissions, conflict rules, and escalation requirements governing an agent’s behavior.
The technical layer that stores and enforces an agent’s mandate, permissions, conflicts, budgets, escalation rules, and audit requirements.
A federated set of specialized agents that cooperate under shared protocols while retaining distinct principals, permissions, and accountability.
Structured bargaining among user, supplier, civic, treasury, or specialist agents using declared constraints and auditable proposals.
Rule-bound voting or preference expression performed by an agent on routine matters, with human escalation for novel, high-stakes, or contested questions.
The treatment of essential AI capabilities as accountable public-interest infrastructure rather than proprietary persuasion engines.
A historically compressed transition in which general-purpose cognitive systems scale faster than the institutions, laws, markets, and cultural norms meant to govern them.
Governance in which AI assists with evidence synthesis, simulation, preference translation, administration, and monitoring while constitutional authority remains human and institutional.
The shaping of choices, access, visibility, prices, or opportunities by computational systems positioned between people and institutions.
The degree to which an AI system’s behavior remains consistent with the legitimate goals, constraints, and rights of the principal it serves.
Google’s XR operating-system and developer ecosystem for headsets and glasses. Commonsent treats it as one possible execution environment rather than a constitutional dependency.
A protected mode for submitting judgments, concerns, or forecasts without public identity exposure, balanced against safeguards for abuse and duplicate participation.
Any structural control that limits concentrated power, such as rights separation, term limits, random audit, transparent conflicts, multi-model review, exit, or federated authority.
The economic immune system of Commonsent: a continuous monitor of concentration, dependency, lock-in, extraction, data control, labor leverage, and political influence that can trigger demand rerouting and structural remedies.
The automated redirection of pooled demand toward viable alternatives when concentration, dependency, lock-in, extraction, or abusive conduct exceeds community-defined thresholds.
A record in which new events may be added but prior entries cannot be silently overwritten, preserving an auditable history of decisions and transactions.
The augmented-reality interface through which Commonsent places relevant civic, economic, and cognitive context into the physical decision environment.
Shared spatial annotations and public-interest overlays governed as a commons rather than owned by a single advertising or hardware platform.
The wearable delivery form of the Civic Exo-Brain, providing low-friction context and feedback at real-world decision moments.
Unity’s cross-platform abstraction layer for device AR capabilities such as tracking, planes, anchors, and occlusion.
The system layer that translates device tracking, sensors, rendering, and interaction into services available to Commonsent modules.
A spatial interface at checkout, contract, subscription, or procurement that displays total cost, rights, recirculation, alternatives, and user-rule conflicts.
A visual or machine-readable structure connecting claims, reasons, objections, assumptions, and evidence.
Prosperity grounded in broad ownership of productive and appreciating assets rather than dependence only on wages, benefits, or consumption subsidies.
A model-based probability that an apparently grassroots campaign is centrally coordinated or covertly sponsored.
P(AST) = σ(β₀ + β₁T + β₂C + β₃S + β₄F + β₅A + β₆D)A centrally organized campaign designed to appear as spontaneous grassroots activity while concealing coordination, funding, or sponsorship.
A condition in which institutions receive powerful AI augmentation while individuals receive primarily convenience, entertainment, or persuasion, widening rather than closing the coordination gap.
A bounded allowance for visual, auditory, or haptic interruption within a time or context, allocated according to user priorities and decision risk.
The total interruption and processing demand imposed on a user by a system.
AB = Σⱼ fⱼ × dⱼ × iⱼ × cⱼAn economic system in which human attention is captured, measured, and monetized. Commonsent treats attention protection as an infrastructure requirement rather than a personal productivity preference.
The ability to reconstruct what happened, under which rules, using which inputs, with whose authorization, and what remedies remain available.
A proposed internal codename for visibility and AR functions.
A system designed to expand informed choice, competence, and self-direction rather than maximize compliance, retention, or dependence.
The capacity of a system to reproduce and maintain the components and relations that constitute it.
A private certification assessing social and environmental performance, accountability, and transparency. It is a credibility layer, not a substitute for legal mission protection.
Continuous low-attention analysis performed by a user-aligned agent in the background, with human attention requested only when thresholds are crossed.
The use of behavioral data, cognitive biases, interface friction, or emotional triggers to steer people toward outcomes that primarily serve another party.
A context layer that detects likely bias-inducing conditions, such as urgency, anchoring, social proof, sunk cost, or one-sided framing, and introduces a proportionate corrective prompt.
Delegation limited by scope, duration, budget, risk, counterparty, or action type. It expires or returns to the user when the boundary is reached.
A proper scoring rule for probabilistic forecasts, equal to the mean squared difference between forecast probabilities and outcomes.
BS = (1/N)Σᵢ(fᵢ − oᵢ)²The creation and distribution of asset ownership across a wide population. Commonsent emphasizes recurring transaction flows and collective acquisition as the mechanism.
A rule for using treasury surplus to repurchase externally held ownership or redeem claims in order to expand participant or mission-protected ownership.
The deliberate direction of purchases toward businesses aligned with specified values or community goals. Commonsent operationalizes buycotts through rules and routing rather than one-time campaigns.
Protections for people who have not chosen to participate but may be captured by cameras, microphones, spatial mapping, or inferred social context.
The ability of a distributed system to operate correctly despite some nodes failing or acting maliciously.
The correspondence between stated probabilities and observed frequencies. A well-calibrated forecaster is correct about 70 percent of events assigned 70 percent probability over time.
The redirection of an institution, market, metric, or technical system toward the interests of a powerful faction at the expense of its stated purpose or broader participants.
A policy response that supports consumption through transfers but leaves recipients structurally dependent on centralized political decisions and without new coordination or ownership capacity.
A locally accountable coordinator who maintains process quality, onboarding, dispute routing, and connection to federation services without owning the cell.
An automatic pause on transactions, voting, allocation, or model execution when risk indicators exceed a defined threshold.
A participant trained and authorized to inspect selected records, controls, outcomes, or conflicts and report findings in accessible language.
AI designed to improve public understanding, coordination, service access, accountability, or democratic capacity under explicit public-interest constraints.
An engineered decision point where individual or collective agency can materially alter a system outcome, such as a purchase, renewal, procurement choice, policy vote, or treasury allocation.
A decentralized or distributed governance body that manages civic resources, rules, or services under a public-interest constitution and transparent audit.
An external cognitive support system that filters overload, reveals system structure, preserves memory, compares evidence, and helps people coordinate action while leaving judgment and final authority with humans.
The capacity of a community to understand evidence, incentives, power relationships, public choices, and likely consequences well enough to coordinate legitimate action.
The ratio of monetized financial benefits plus explicitly valued civic benefits to total resource cost.
CROI = (B_financial + λB_civic − C_total) / C_totalThe non-financial return produced by an investment or policy, including resilience, trust, access, public capacity, optionality, knowledge, and reduced dependency.
A composite of non-financial returns generated by a project or treasury allocation.
CYI = 100 × Σₖ wₖzₖAR designed for public-interest reliability, accessibility, auditability, privacy, low distraction, and graceful failure rather than advertising conversion or immersive novelty.
The trace of how a claim originated, changed wording, moved across sources, acquired or lost context, and influenced later claims.
A structured representation of a checkable assertion, including exact wording, speaker, time, scope, evidence, confidence, counterevidence, and revision history.
The power imbalance created when one side can externalize planning, prediction, persuasion, optimization, and memory into scalable AI while the other side remains cognitively bounded and fragmented.
A state in which repeated framing and information control narrow the range of options a person or group can meaningfully imagine or evaluate.
The mental effort required to hold, process, and act on information. Commonsent seeks to reduce extraneous load while preserving the effort needed for reflection and learning.
The transfer of memory, calculation, monitoring, or planning tasks to tools or environments. Commonsent uses offloading to protect attention while preserving human authority.
An interface that absorbs repetitive analysis and monitoring, then surfaces compact, decision-relevant summaries and exceptions.
A wearable or ambient interface that extends memory, attention, comparison, and situational understanding without claiming to replace human judgment.
A target condition in which individuals and communities possess AI capabilities comparable in strategic quality to those used by institutions acting upon them.
The layer connecting understanding to coordinated acts such as buying, voting, attending, petitioning, investing, mutual aid, or cooperative formation.
A market in which individuals voluntarily combine demand and negotiate as a group rather than entering separately into seller-designed transactions.
The capacity of a group to solve problems or make judgments more effectively than isolated individuals. Commonsent treats process design, diversity, independence, and feedback as necessary conditions.
Secret or coordinated action among nominally independent actors to manipulate prices, governance, evidence, reputation, or allocation.
A resource governed by a community through rules that define access, contribution, stewardship, and protection from depletion or capture.
An economy in which communities deliberately build, govern, and benefit from shared productive assets, knowledge, infrastructure, and bargaining capacity.
The public-interest research and prototype domain covering civic AI, deliberation, local recirculation, governance, and AR civic intelligence.
The applied analytics and decision-infrastructure domain for organizations, kept distinct from civic governance and platform constitutional functions.
The human-readable companion to the Commonsent Ontology, providing canonical definitions, aliases, formulas, status labels, and conceptual relationships.
The research, writing, protocol-design, and public-education engine of the Commonsent Platform, using a dark research-lab visual identity.
The formal vocabulary and relationship model that defines Commonsent entities, rules, events, rights, outcomes, and modules.
A measurable system-level change in agency, coordination, resilience, ownership, bargaining power, or public reasoning attributable to Commonsent activity. It is more than a completed task or an individual recommendation.
The estimated change in a defined Commonsent Outcome relative to a credible baseline or counterfactual.
COD = (Y_post − Y_pre) − (Y_control,post − Y_control,pre)The long-horizon, participant-owned coordination network that gives people aligned AI representation, aggregates voluntary intent, governs pooled resources, executes collective economic action, and returns value and ownership to participants.
It is the umbrella system for participant-owned coordination, shared rules, collective execution, and distributed ownership.
A possible umbrella name for the open specifications enabling user-aligned agents, demand pooling, rule exchange, governance, treasury, and audit across implementations.
A machine-interpretable constraint, permission, threshold, priority, or prohibition that governs how an agent, treasury, market process, or civic module may act.
Rules convert values into inspectable operating boundaries and allow automation without surrendering constitutional control.
A possible umbrella label for a transparent multi-dimensional assessment of an option’s fit with user rules, community effects, extraction, and uncertainty.
The civic intelligence division that connects multi-source issue comparison, claim evidence, influence detection, personal relevance, deliberation, calibration, and public memory.
A transparent, rule-governed pool of money, ownership claims, data rights, or other collectively controlled resources. It can exist at household, cell, municipal, sectoral, or federated scale.
A person or recognized household represented in the network through explicit preferences, permissions, constraints, and revocable delegations. A user is treated as a principal whose agency the system serves, not as inventory, an audience segment, or a behavioral target.
The initial utility product: a local buycott map and merchant directory, values filters, a transparent community fund, and weekly impact verification.
An earlier narrative label for the anti-capture and antitrust functions now standardized as the Economic Immune System and Antitrust DAO.
The process by which recurring contributions, retained earnings, and reinvestment accumulate into community-owned assets that generate future income and productive capacity.
A stock-flow representation of how participant-owned assets grow through returns and contributions while accounting for distributions, losses, and depreciation.
Aₜ₊₁ = Aₜ(1 + rₜ − dₜ) + Cₜ − Dₜ − LₜThe total net value of productive assets, financial claims, intellectual property, infrastructure, and enterprises beneficially owned by Commonsent participants or community institutions.
The durable ability of a community to solve problems through skills, institutions, relationships, infrastructure, assets, and legitimate governance.
A composite of skills, institutional density, trust, infrastructure, financial assets, volunteer capacity, and response speed.
CCI = 100 × Σₖ wₖcₖBeneficial ownership shared among workers, users, residents, and a community treasury according to a disclosed allocation model.
The share of total economic surplus generated by Commonsent-mediated activity that accrues to participants, workers, local owners, or community treasuries.
CWCR = (Sₚ + S𝓌 + Sₗ + Sₜ) / S_totalThe ability to combine modular protocols and services into new workflows without rebuilding each component.
A predeclared level of market share, dependency, ownership, voting power, data control, or infrastructure control that triggers review or corrective routing.
Access to a coordinated demand pool granted only when a supplier accepts defined conditions such as data limits, fair contract terms, interoperability, labor standards, or community contribution.
Participation that activates only under user-defined conditions, such as specific decisions, locations, budgets, or issue domains.
A situation in which a person, agent, supplier, or institution has competing duties or incentives that could distort judgment.
A graph of financial, organizational, professional, political, and personal relationships that may shape a source, expert, proposal, or recommendation.
A condition of broad agreement. Commonsent treats consensus as one possible outcome, not a universal requirement, because forced consensus can conceal dissent.
A protocol through which distributed nodes agree on valid state or transaction order.
A graded representation of support, reservations, acceptable compromise, principled objection, and uncertainty rather than a binary agree-disagree count.
A decision standard asking whether a proposal is safe enough to try and lacks a reasoned paramount objection, rather than requiring full preference alignment.
The quality of permission based on comprehension, specificity, voluntariness, revocability, recency, and auditability.
CQI = 100 × (C × S × V × R × T × A)^(1/6)Automation grounded in explicit, understandable, scoped, revocable, and auditable permission rather than broad one-time acceptance.
A legal, technical, or procedural protection that limits what majorities, administrators, investors, or automated systems may do.
An automatically detected condition that pauses action or requires elevated review because a proposal may violate a foundational constraint.
The reduction of a complex situation into the smallest representation that preserves the facts, uncertainty, tradeoffs, and consequences needed for a sound decision.
The reduction in information volume achieved while retaining decision-relevant content.
CCRₓ = 1 − I_surface / I_sourceA privacy theory holding that information sharing is appropriate when it follows the norms of a specific social context.
Rights to vote, set rules, appoint stewards, approve strategic actions, or amend governance. These rights should not automatically scale with invested capital.
Organized distribution that creates the appearance of widespread independent attention or support. It may involve authentic or inauthentic accounts.
The structural condition in which capital, platforms, and large organizations coordinate cheaply and nearly instantly while ordinary people face high search, trust, communication, and decision costs.
The time, money, attention, trust, search, negotiation, and governance burden required to align participants around an action.
CC = C_search + C_verify + C_communicate + C_negotiate + C_govern + C_enforceThe burden of organizing people relative to the burden faced by the institutional counterpart for the same decision domain.
CCR = CC_people / CC_institutionThe change in successful collective action produced by an incremental reduction in coordination cost.
CG = ∂P(action success) / ∂(−CC)The privacy-preserving layer that detects compatible needs, aligned constraints, and opportunities for joint action across many participants without requiring centralized persuasion or ideological uniformity.
The relative effective coordination capacity of people-side institutions compared with the organizations acting upon them.
CSI = 100 × K_people / (K_people + K_institution)The record of who changed a claim or assessment, why it changed, what evidence caused the update, and whether downstream users were notified.
The underlying loss of collective agency beneath visible symptoms such as job displacement, stagnant wages, concentration, political distrust, and information overload.
The application of the same evidence, conflict, and influence standards across political or cultural groups, including the user’s own preferred side.
Governance organized as a feedback system: set goals and constraints, act, measure outcomes, compare them with targets, and revise rules when evidence warrants.
A repeatable process for sourcing, evaluating, financing, acquiring, and converting viable businesses into community co-ownership while preserving operations and employment.
A Commonsent Treasury whose spending, investment, risk limits, and distributions are controlled by transparent rules and accountable governance processes.
The assurance that data needed to verify a state transition or decision remains accessible to authorized verifiers.
The accumulation of participant data, identity, behavioral history, or derived knowledge in a form that gives one intermediary durable power over users or the network.
The record of how data was collected, transformed, joined, and used.
Collecting, processing, and retaining only the data necessary for a defined purpose.
The proportion of potentially available personal data that is not collected or retained because it is unnecessary.
DMR = 1 − D_used / D_availableThe practical ability of a person or community to control access, use, retention, derivation, portability, and deletion of data about them.
A portable identifier designed to be created and controlled independently of a single identity provider.
A normalized risk score used to decide whether an agent may proceed, must explain, or must request human confirmation.
DRS = 100 × [1 − (1−S)(1−I)(1−U)(1−P)(1−N)]The interval in which information can still alter a meaningful choice, such as before checkout, renewal, signature, vote, or irreversible action.
The reuse of previously expressed values, rules, and delegations so users do not repeatedly reconsider routine choices from scratch.
A concise overlay activated when a high-impact, unusual, or irreversible commitment is imminent.
AR that appears in synchronization with a meaningful choice rather than continuously competing for attention.
The concentration of delegated voting or decision authority among representatives or agents.
DC = Σᵢ dᵢ²The programmed reduction of an agent’s authority or confidence when a delegation is old, unused, contextually mismatched, or unsupported by recent user engagement.
The continuing validity of a delegation based on scope match, age, recent confirmation, context similarity, and risk.
DVS = S × e^(−λt) × C × (1 − R)A standardized sequence for issue framing, evidence assembly, stakeholder mapping, option generation, argument testing, revision, decision, and outcome review.
A composite measure of process quality across evidence, perspective coverage, independence, reason-giving, revision, inclusion, and procedural fairness.
DQI = 100 × Σₖ wₖqₖThe conversion of vague desire or seller-framed choice into an explicit need, use case, constraints, and alternatives.
The design principle that systems should help people articulate underlying needs and constraints before exposing them to seller-optimized choices.
The concentration of compatible demand within a place, time, category, or constraint set. Higher density makes reverse bidding, cooperative procurement, and local production more viable.
A privacy-preserving aggregation of compatible standing demand from multiple participants, used to create bargaining power, improve terms, or justify new production.
The structured expression of what buyers or citizens need, including price, quality, timing, privacy, labor, sustainability, ownership, and exclusion constraints.
A shorthand for Commonsent as the persistent operating layer through which buyers, citizens, workers, and households express intent, coordinate bargaining, route transactions, and accumulate shared ownership.
An early label for AI-assisted governance. Current language is more precise: bounded delegation, agentic proxy voting, deliberation protocol, and governance without constant participation.
The degree to which a person or community depends on a small number of employers, platforms, suppliers, financiers, or infrastructure owners.
The developer layer for building interoperable agents, integrations, market modules, governance tools, and spatial interfaces for the Commonsent federated network.
The volunteer and professional ecosystem that incrementally builds, reviews, documents, and maintains Commonsent modules using open-development practices.
A mathematical privacy framework that limits how much the output of an analysis can reveal about any one participant.
User-controlled automation for recurring personal and household decisions, records, subscriptions, permissions, and goals.
A computational representation of a physical, economic, or civic system used to test scenarios and monitor state.
A representation of exactly where participants differ: facts, forecasts, values, priorities, causal models, risk tolerance, or distributional preferences.
A tiered process for contesting agent actions, supplier performance, data claims, treasury decisions, or governance outcomes through explanation, mediation, arbitration, or formal appeal.
A replicated record maintained across multiple nodes according to a shared consensus process. Commonsent uses ledgers selectively for audit, ownership, credentials, and rule execution.
The design use of nested social scales, rather than one fixed number, to match different coordination functions to groups of different sizes.
The third commerce layer, ranking viable options according to user priorities such as local ownership, labor standards, privacy, environmental impact, and community recirculation.
The processes through which needs, resources, production, prices, contracts, and ownership are aligned across actors.
The conversion of coordinated intent into real production, procurement, bargaining, investment, acquisition, service delivery, or infrastructure creation.
The combined monitoring, threshold, routing, audit, and remedy functions that detect unhealthy concentration or extraction and trigger proportionate corrective action.
A user-owned record of transactions, contracts, subscriptions, warranties, prices, outcomes, and supplier behavior that improves future decisions without becoming an advertising profile.
Rights to dividends, patronage returns, redemption value, or other financial benefits. Commonsent separates these from control rights to reduce plutocratic capture.
Bias correction delivered within the physical and temporal context that is producing the bias, such as urgency at a store shelf or social pressure in a meeting.
A privacy-preserving record of the context, prompts, alternatives, and confirmations surrounding a consequential physical-world decision.
Variation in knowledge, experience, methods, assumptions, and problem-solving approaches within a group.
The early 2026 name for the architecture now called Commonsent. Older documents using Equilibria should be interpreted as referring to the Commonsent Platform unless context indicates otherwise.
The boundary above which the system must interrupt the user, request confirmation, seek a second opinion, or send the issue to governance.
Infrastructure that carries standardized events among modules, such as a price change, proposal update, threshold breach, or completed transaction.
The share of material claims in an issue model that have at least one relevant, accessible evidence object and an explicit uncertainty assessment.
ECR = N_supported / N_materialA network connecting claims, evidence, sources, actors, methods, conflicts, and downstream decisions so users can inspect how conclusions are supported.
A structured unit of supporting or contradicting material with provenance, method, date, scope, quality assessment, and links to relevant claims.
The practical right to leave a service, delegation, DAO, data-sharing arrangement, or federation without punitive lock-in and with portable identity and assets where legally possible.
A recommendation accompanied by the principal factors, alternatives, uncertainty, conflicts, and user rules that shaped it.
Human cognitive functions performed by external systems, including memory, analysis, prediction, prioritization, and persuasion. The central political question is who owns and governs those systems.
The cumulative share of an economic flow removed through rents, monopoly pricing, platform fees, financial charges, data appropriation, avoidable intermediation, and externalized costs.
The fraction of economic value removed through avoidable rents, fees, monopoly margins, data extraction, financing costs, and externalized burdens.
ELR = (R + F + M + D + X) / V_totalA family of distributional measures comparing access, error, benefit, burden, or outcome across groups.
The property of a claim or model being testable in a way that could show it to be wrong.
A control that enables or disables a capability for selected users or contexts, allowing gradual rollout and rapid rollback.
Aggregate analysis performed across distributed data sources while minimizing central collection of raw records.
Coordination among autonomous groups through shared rules, messages, credentials, and dispute procedures.
Governance divided among autonomous units that coordinate through a shared constitution, interoperability standards, and limited common institutions.
A machine-learning approach in which models are trained across distributed data locations without centralizing all raw data.
A network of locally governed cells and services that coordinate through shared protocols without surrendering all authority to a central operator.
A controlled interface through which a local Commonsent cell exchanges credentials, demand signals, settlements, or governance messages with other cells.
A shared capability provided across cells, such as identity verification, model evaluation, treasury settlement, dispute resolution, security, or protocol governance.
The system-wide process of measuring results, comparing them with intended outcomes, detecting unintended effects or capture, and updating agents, rules, allocations, and interfaces.
The combination of multiple probabilistic judgments into a group forecast using transparent weighting or market mechanisms.
The ability to copy open rules or software and continue under different governance when a community cannot resolve a fundamental disagreement.
When a measure becomes a target, it tends to lose value as a measure because actors adapt to optimize the number rather than the real objective.
Control of decision processes by a faction through wealth, turnout asymmetry, procedural complexity, delegate entrenchment, information control, or administrative access.
A composite estimate of the likelihood that decision authority is being concentrated through wealth, delegation, turnout, information control, or administrator dependence.
GCR = 100 × (w₁V + w₂D + w₃T + w₄I + w₅A)A rule that cannot be changed by ordinary governance because it protects foundational rights or system integrity, such as exit, data sovereignty, or separation of money and votes.
The cycle that turns candidate actions into legitimate decisions through simulation, disclosure, validation, delegation, voting where necessary, execution, audit, and revision.
Any formally represented item subject to rules or collective decision, including a proposal, budget, mandate, credential, threshold, or constitutional clause.
A reusable schema for a common decision type, designed to improve comparability, disclosure, and procedural quality.
A design in which routine matters follow user-approved rules and bounded delegations, while human attention is reserved for exceptions, constitutional changes, and high-stakes choices.
The ability of an AR function to fail safely and remain usable through audio, phone, desktop, or no-overlay alternatives when sensing, connectivity, or confidence is insufficient.
The transfer of an automated process to a person with sufficient context, history, and options to continue without restarting.
The continuum from neutral information through recommendation, default setting, social pressure, and coercion. Commonsent requires stronger safeguards as influence moves toward the coercive end.
The tendency of discussion among like-minded participants to move the group toward more extreme positions.
A proposed internal codename for governance and shared ownership functions.
A binding limit preventing an entity from assuming that losses will be covered by an outside rescuer. Commonsent uses it to discipline DAOs and acquisitions.
A concentration measure equal to the sum of squared market shares.
HHI = Σᵢ sᵢ²The maintenance of viable system conditions through feedback and adjustment. Commonsent applies the idea to concentration, participation burden, treasury risk, and civic capacity.
A display fixed relative to the user’s view, useful for compact status or alerts but not spatially attached to the environment.
An earlier project framing emphasizing personal agency, AR, distributed ledgers, cognitive bias correction, and community ownership.
A required pause before an agent executes an action whose stake, uncertainty, irreversibility, or novelty exceeds the user’s threshold.
A broad framing of Commonsent as a modular societal operating system for agency, coordination, governance, production, ownership, and learning. It emphasizes interoperability among civic and economic modules rather than a single monolithic application.
A local governance and trust unit small enough for social legibility, repeated interaction, and accountable leadership while connected to larger federation services.
The confidence that an identity, credential, or uniqueness claim is genuine enough for a particular risk level.
A user-controlled application or agent component that stores identifiers, credentials, permissions, keys, and presentation history.
The portion of an observed outcome that would not have occurred without the intervention.
IA = Y_observed − Y_counterfactualThe process of confirming whether claimed local, economic, civic, or environmental outcomes actually occurred using traceable evidence.
Collecting initial judgments or estimates before participants see group discussion, reducing conformity and cascade effects.
The starting state of the Commonsent system: a person’s goals, needs, constraints, capabilities, values, risk tolerance, and lived context. The architecture begins with the person rather than the institution.
Disclosure of the actors, money, organizational ties, targeting methods, amplification networks, and intended outcomes behind public communication.
A condition in which one party to a decision has materially better information than another. Commonsent extends the classic concept to ownership, incentives, algorithms, data extraction, and downstream consequences.
A process in which people follow earlier judgments rather than their own information, causing errors to propagate.
The gradual movement of an institution away from its stated purpose because incentives, metrics, funding, or power relationships change faster than its formal mission.
The justified acceptance of an institution’s authority based on fair procedures, competence, accountability, and alignment with its mandate.
The cross-tribal research and protocol domain focused on synthetic influence, anti-capture, evidence integrity, and consistent standards across factions.
A composite indicator of constitutional compliance, conflict disclosure, audit coverage, capture resistance, incident response, and remedy effectiveness.
IS = 100 × Σₖ wₖiₖ − P_incidentsA federated governance body through which multiple municipalities coordinate shared infrastructure, procurement, data standards, or investment without surrendering local autonomy.
A network of municipalities sharing protocols, procurement, infrastructure, learning, or investment while retaining local constitutional authority.
The ability of identities, agents, rules, credentials, ledgers, and governance modules to exchange information and operate across implementations.
The cognitive, social, and safety burden created when an interface demands attention at a particular moment.
A unified representation of a public issue containing claims, evidence, actors, interests, forecasts, disagreements, decisions, and outcome history.
A secure process for regaining access to cryptographic identity or assets after device loss or key compromise without giving one custodian unilateral control.
A translation layer that makes hidden incentives, ownership, dependencies, consequences, and uncertainty understandable at the moment they matter, without pretending complexity has disappeared.
A composite estimate of procedural fairness, representation, transparency, competence, accountability, and outcome acceptance.
LS = 100 × Σₖ wₖlₖAn early umbrella score intended to summarize reductions in dependence, cognitive burden, extraction, and lack of ownership.
A modular open-source development model combining distributed contribution with maintainers, review, release discipline, and forking rights.
A governance model in which people may vote directly or delegate their vote to another person or agent, usually by topic and with revocation.
A complementary medium of exchange designed to circulate within a region or network. In Commonsent it may be paired with identity, contribution, and anti-speculation rules.
The repeated movement of money and productive value among local households, workers, institutions, and businesses before it leaks outside the community.
The Commonsent layer that organizes place-specific information about budgets, housing, schools, services, businesses, risks, needs, and opportunities.
A structured network of local entities, relationships, assets, services, needs, ownership, and outcomes used by agents and civic modules.
The total local economic activity generated by an initial local injection after accounting for subsequent rounds of local spending.
LM = Σᵣ Lᵣ / L₀A device or service operating on behalf of a person, household, or community that stores state, runs approved agent functions, and participates in federation protocols.
The preference for satisfying needs, governing resources, and building ownership at the smallest capable local level before escalating to larger federated structures.
The portion of spending, surplus, wages, taxes, ownership returns, and data value that remains within a defined community after a transaction.
The share of eligible economic value that remains within the defined community after direct and measurable first-order leakage.
LVRR = V_local retained / V_eligibleAn architecture in which raw personal data remains on user-controlled devices or storage whenever possible, with only necessary summaries or proofs shared outward.
The early interactive product prototype created in Lovable to make the Commonsent v1 experience tangible and testable.
A proposed internal codename for recirculation and feedback functions.
Fragmentation sustained or amplified by systems that profit when people remain isolated, individually targeted, and unable to pool demand, knowledge, or bargaining power.
The rule-enforcement boundary between participant demand and suppliers. It determines which providers may bid, under what terms, and with what ongoing obligations.
A large-scale extension of collective bargaining in which many personal agents combine routine demand across regions or sectors while retaining user-specific constraints.
A condition in which humans retain informed, timely, and effective authority over consequential automated action.
Public reasoning that records claims, forecasts, confidence, changes of mind, decisions, and later outcomes so institutions can learn rather than merely debate.
The layer that tracks whether coordinated actions produced intended improvements and whether benefits were distributed fairly.
A correction process that evaluates structure, evidence, influence, and downstream effects regardless of the ideological identity or media brand involved.
The net worth of the household at the midpoint of a population distribution, preferred over the mean when evaluating broad wealth because extreme values skew averages.
A coordinating governance layer that sets interoperability, constitutional safeguards, dispute procedures, and federation-wide standards while leaving domain decisions to specialized DAOs.
The distortion of behavior toward improving a reported metric while undermining the underlying objective the metric was intended to represent.
The constitutional boundary governing any future neural or cognitive interface, including strict limits on inference, write access, persuasion, retention, and delegation.
A small, often randomly selected body designed to deliberate as a representative cross-section of a larger public.
The identification of persistent local demand that is not being met by viable local supply, indicating an opportunity for cooperative or community-owned production.
A legal and governance structure that prevents investors or future leaders from overriding the platform’s foundational public-interest purpose.
A material divergence among models or methods that must be exposed rather than averaged away when it affects a consequential decision.
The use of multiple models, methods, or providers for consequential analysis so one proprietary model does not become an invisible constitutional authority.
A system design in which agents, identity, markets, governance, treasuries, Signal, and AR are replaceable modules connected through defined interfaces.
Resource allocation based on multiple independent indicators rather than a single score, reducing gaming and model error.
Voluntary reciprocal support organized among peers rather than delivered only through hierarchical institutions.
A system in which participants extend purchasing power to one another through reciprocal accounting rather than relying entirely on externally issued money.
A condition in which one side possesses much greater capacity to test, target, repeat, and distribute persuasive frames than affected individuals possess to evaluate them.
The concentration of issue exposure among a small number of narratives, source families, or coordinated frames.
NC = Σᵢ sᵢ²A decision-time layer that introduces missing context, alternative explanations, affected interests, or counterevidence in proportion to the detected imbalance.
A cost imposed when persuasive narratives alter public choices, institutional trust, market behavior, or social cohesion without the originator bearing the resulting harm.
The persistence of a frame after its evidence weakens because identity, repetition, institutions, or social costs make revision difficult.
The transformation of a claim or story as it is reframed, simplified, emotionally intensified, or detached from its original evidence.
The extraction of economic or political advantage by manipulating interpretation and attention rather than creating corresponding social value.
A compact indicator of provenance, ownership, funding, amplification pattern, conflicts, evidence quality, and uncertainty attached to a narrative or claim.
The first layer of the Sovereign Commerce Stack, where the system clarifies the underlying need, constraints, urgency, acceptable substitutes, and whether a purchase is necessary.
A stabilizing loop that counters deviation from a target, such as anti-concentration routing triggered by rising dependency.
A system of household, cell, municipal, regional, and federation-level governance in which authority is explicitly allocated by function and scale.
A mechanism that diverts a user-chosen fraction of ordinary transactions into participant-governed asset formation without favoring a network operator’s inventory or extracting additional hidden margin.
Shared protocols, models, data schemas, knowledge, or infrastructure governed for the benefit of participating communities.
The ability of a federated system to continue functioning and recover when nodes, providers, communications, or institutions fail.
A measure of the network’s ability to continue operating under node, provider, communication, governance, or treasury failures.
NRS = 100 × (1 − E[service loss under stress])A fiduciary or constitutional custodian responsible for preserving mission, protocol integrity, and participant rights rather than maximizing short-term platform value.
The requirement that no investor, administrator, model provider, political faction, majority, or vendor can convert a bounded role into permanent constitutional control.
The extent to which an action cannot be undone or repaired at reasonable cost. High non-reversibility raises the need for explicit human confirmation.
The ability to understand the internal state of a system from logs, metrics, traces, and explanations.
Data or computation performed outside a distributed ledger, often for privacy, speed, or cost, with only proofs or summaries recorded on-chain.
The gradual concentration of informal or formal control among a small group because of expertise, time availability, wealth, network position, or accumulated delegation.
Data or logic recorded and executed directly on a distributed ledger.
A catalog of Commonsent-compatible modules with authorship, permissions, dependencies, audits, versions, and governance status.
A vendor-neutral API standard for accessing AR and VR devices across hardware platforms.
Participation based on affirmative, scoped choice rather than default enrollment or hidden bundling.
A service that supplies external-world information to a smart contract or automated rule.
The risk that automated execution depends on inaccurate, manipulated, delayed, or ambiguously defined external data.
A profile of how benefits and harms are distributed across participant groups rather than only the average effect.
ODI_g = ΔY_g; report {ΔY_g, share_g, uncertainty_g} for every material group gA granular authorization specifying which module may display what information, in which contexts, for how long, and with what level of interruption.
The right of a person to control which spatial information layers may observe, annotate, prioritize, or influence their field of view.
A representation of who ultimately owns, controls, finances, or benefits from an organization, asset, medium, supplier, or policy outcome.
The repeated conversion of participation, spending, labor, or savings into durable ownership claims rather than one-time discounts or transfers.
A distribution of realized surplus, savings, or returns to eligible participants according to transparent rules that may reflect equal membership, contribution, usage, need, or a blended method.
The time, cognitive effort, procedural complexity, and emotional cost required for meaningful governance participation.
PB = T + αC + βP + γEA process through which residents or members directly shape the allocation of part of a public or collective budget.
An earlier project-wide shorthand used in glossary work before Commonsent naming stabilized.
Infrastructure that gives individuals and communities organization-level capacity to analyze, negotiate, purchase, invest, and govern together. It is the demand-side counterpart to the coordination systems already used by large institutions.
The selective suppression, ranking, or highlighting of information according to a person’s goals, risk, and context rather than a platform’s engagement objective.
A user-controlled record of places, interactions, objects, and events retained only under explicit scope and retention rules to support future context.
A user-aligned AI agent that represents one person or household, interprets their rules, monitors relevant conditions, negotiates with other agents, and explains consequential recommendations.
The layer that filters information according to a person’s actual priorities and converts overload into a manageable understanding of choices.
A user-controlled storage environment for preferences, credentials, economic memory, contextual memory, and agent state.
An early concept for mapping user goals, constraints, identity, skills, and context. Its functions now sit within the Personal Advocate Agent and user-controlled data layers.
The human or household whose interests a Personal Advocate Agent is legally and technically required to serve.
The degree to which a deliberation includes the materially different experiences, interests, causal models, and affected groups needed for a legitimate decision.
The combined data, targeting, content, testing, distribution, funding, and optimization systems used to shape behavior at scale.
A component that evaluates proposed actions against Commonsent Rules, legal requirements, permissions, and constitutional constraints.
The modeling of likely outcomes, distributional effects, uncertainty, and failure modes of a policy or rule before implementation.
Governance distributed across multiple overlapping centers of authority rather than a single hierarchy.
A loop in which an initial change reinforces itself. Commonsent uses positive loops for asset compounding but constrains them when they concentrate power.
A transition in which paid human labor becomes less central to production, income distribution, identity, and social coordination because AI and automation perform a growing share of economically valuable work.
The fifth commerce layer, managing receipts, warranties, maintenance, repair, return rights, subscriptions, resale, shared use, and end-of-life disposition.
The Commonsent layer that reveals how money, ownership, data, authority, and influence move through a system.
The public expression of a preference different from one’s private belief because of perceived social or political pressure.
The degree to which an agent’s recommendation or action matches the user’s declared priorities and constraints.
PF = 1 − D(p_user, p_action)An AI system constrained by user-defined rules, permissions, values, and escalation thresholds instead of optimizing a single global objective.
The requirement that an agent’s primary duty is to the person or collective it represents, not to sellers, advertisers, model providers, or platform owners.
A bounded allowance for cumulative privacy loss, commonly expressed through differential-privacy parameters and managed across repeated queries.
Perceived and actual fairness in how decisions are made, including voice, neutrality, transparency, respect, and the ability to appeal.
A specialized DAO that aggregates requirements, qualifies suppliers, conducts competitive bidding, awards contracts, and audits delivery.
The second commerce layer, comparing total cost, durability, repairability, warranties, price history, quality, and credible substitutes.
A specialized DAO that converts persistent unmet demand into shared productive capacity, including cooperatives, local manufacturing, service organizations, or digital infrastructure.
Ownership whose transfer, voting, dividend, lockup, mission, or redemption conditions are encoded in transparent legal and technical rules.
A method for establishing that a participant represents one unique human without necessarily revealing conventional identity.
A structured, machine-readable governance item containing the problem, evidence, options, costs, beneficiaries, risks, conflicts, implementation plan, metrics, and amendment history.
A technically accountable contributor who reviews changes, manages versions, and ensures compatibility for a Commonsent protocol or reference implementation.
The design preference for open rules, portable identity, interoperable agents, and replaceable service providers instead of dependence on a single proprietary application.
A published technical and governance specification defining data schemas, permissions, messages, proofs, and expected behavior among Commonsent-compatible components.
A research-and-development practice that converts concepts into testable interfaces, simulations, protocols, and pilots.
The documented origin and transformation history of data, claims, models, assets, or decisions.
Participation under a persistent identifier that is not necessarily linked publicly to a legal identity.
A documented interface through which approved external services can interact with Commonsent modules under defined permissions and rate limits.
A corporate form that permits or requires pursuit of stated public benefits alongside shareholder interests.
Funding for benefits that are difficult to exclude people from and are not depleted by normal use. Commonsent can fund them through treasury rules, matching, or contribution streams.
A durable, queryable record of public claims, forecasts, decisions, promises, rationales, outcomes, and corrections.
The visible process by which a community connects evidence, values, tradeoffs, and consequences when justifying collective choices.
An algorithm whose objective, constraints, audit, appeal, and ownership are designed around participant or public benefit rather than engagement, extraction, or seller conversion.
An independent evaluator that tests models for accuracy, calibration, bias, manipulation risk, privacy, and constitutional compliance.
Using personal data only for the explicit purposes for which it was collected or compatibly authorized.
The ability to surface the relevant structure of a system close enough to a decision that the user can still act on it.
A corrective change in routing, authority, allocation, ownership, or representation intended to restore system health after concentration or drift.
The number of spending rounds or time periods required for half of an initial local injection to leak outside the defined community.
Find h such that V_local(h) / V_local(0) = 0.5The share of a transaction or revenue stream redirected into participant, worker, local, or treasury ownership and productive reuse.
RRc = V_recirculated / V_grossCapital deliberately structured to remain productive within a community or participant network through reinvestment, local procurement, shared ownership, and repeated distribution.
An independent group tasked with attacking assumptions, controls, models, and procedures before adversaries do.
An early name for mechanisms that redirect automated-production value toward people. Current language favors ownership propagation, recirculatory capital, and value distribution.
The deliberate duplication of critical capabilities so the network does not depend on one provider, leader, model, or infrastructure path.
An open or inspectable implementation demonstrating how a Commonsent protocol should work while allowing alternative compatible implementations.
A condition in which a regulatory body comes to advance the interests of the entities it is meant to regulate.
A practical mechanism to correct harm, reverse an action, compensate loss, restore access, amend a record, or change a rule after an error or violation.
The stable interface through which a person’s interests are represented across sellers, institutions, government processes, and AI services. Providers connect to the user-controlled representation layer rather than forcing users into provider-controlled interfaces.
The similarity between a deliberating body and the affected population across relevant demographic, experiential, geographic, and interest dimensions.
RQ = 100 × (1 − ½Σⱼ |pⱼ − sⱼ|)A portable record of relevant past behavior or reliability. Commonsent requires contextual scope, contestability, decay, and protection against permanent social scoring.
The rule that reputation should apply only to the domain, time period, and behavior for which evidence is relevant.
A procurement process in which qualified suppliers compete to satisfy declared buyer requirements, often by lowering price or improving terms. Commonsent adds privacy, values constraints, and participant governance.
The degree to which an action can be undone quickly, completely, and at low cost.
RS = 100 × (1 − c) × (1 − t) × (1 − h)A limited, time-bounded implementation used when uncertainty is high and the action can be safely tested before full adoption.
The share of participants or proposals that change materially after exposure to evidence and counterargument.
RR = N_materially revised / N_eligibleThe right to challenge a credential, reputation signal, model output, identity decision, or recorded event and obtain explanation and remedy.
The institutional separation of financial participation from constitutional or voting power so wealth cannot purchase unrestricted governance control.
The conversion of recurring preferences into reusable machine-readable rules, such as price ceilings, privacy exclusions, local-ownership priorities, or escalation conditions.
An overlay whose failure, delay, occlusion, or ambiguity could cause physical, financial, legal, or civic harm and therefore requires stricter testing and fallback behavior.
The structured comparison of plausible future states rather than reliance on one forecast.
Revealing only the attributes necessary for a transaction, such as eligibility without disclosing full identity.
A voluntary, user-defined contribution added to or carved from a transaction and directed to a Commonsent treasury for shared asset formation or public goods.
An identity model in which people control identifiers and credentials rather than depending entirely on a central platform.
Financing provided by the seller, typically through a note paid over time. It can reduce initial capital needs and align the outgoing owner with a successful transition.
Shared meaning across systems, ensuring that terms, units, permissions, and governance states are interpreted consistently.
A safe environment for testing governance rules, treasury allocations, market routing, or agent behavior before real-world execution.
Program logic that automatically executes or enforces defined conditions on a ledger or trusted execution environment.
A recovery method in which a threshold of trusted guardians helps restore access to an account or wallet.
An earlier umbrella label for the broader post-labor, DLT-based civic and economic architecture that evolved into Commonsent.
Governance that relies first on visibility, defaults, coordination, reputation, and reversible incentives before coercive enforcement.
Selection by lottery, often stratified to improve representation, used to reduce campaign and faction advantages.
A normalized measure of how evenly evidence or coverage is distributed across independent source groups.
SDE = −Σᵢ pᵢ ln(pᵢ) / ln(n)The degree to which a source reliably discloses authorship, evidence, corrections, ownership, methods, funding, and conflicts.
The optional sequence through which a user-controlled agent moves from need recognition to market research, values-aware routing, transaction execution, and post-purchase stewardship without ceding the relationship to a seller platform.
A persistent coordinate or reference that keeps digital content attached to a real-world location or object.
The ability to perceive otherwise hidden civic or economic information in relation to physical places, objects, infrastructure, or transactions.
A rule defining what environmental data may be sensed, retained, shared, or inferred in a given place, especially around bystanders and private spaces.
A legally separate entity created for a particular acquisition or asset so liabilities, financing, governance, and ownership are clearly bounded.
An agent with a narrow mandate, such as insurance comparison, procurement, evidence checking, energy optimization, or treasury risk analysis.
A governance unit with a narrow operational mandate, such as procurement, subscriptions, production, acquisition, infrastructure, or integrity.
A persistent user-controlled interface that holds preferences, receipts, warranties, and negotiation history while interchangeable suppliers compete behind it.
The requirement that explanation, confirmation, audit, and human involvement increase with the potential impact of a decision.
A representation of who is affected, who has authority, who bears risk, who benefits, who has expertise, and who is otherwise missing from a decision.
A persistent, revocable statement of need that suppliers may compete to fulfill without repeatedly capturing the user’s attention.
A durable user instruction that remains active across transactions or governance contexts until changed, expired, or overridden.
Restating an opposing position in its strongest reasonable form before criticizing it.
An ownership structure separating economic participation from mission control so stewards hold voting authority in trust for the purpose of the enterprise.
A system design in which the operator cannot quietly favor its own sellers, political faction, model, or financial interests through control of routing or visibility.
A specialized DAO or agent collective that detects recurring charges, assesses continuing value, coordinates cancellations, and negotiates group terms.
The reduction of involuntary or forgotten recurring spending through automated detection, renewal review, cancellation support, and collective renegotiation.
The principle that decisions should be made by the smallest unit capable of handling them effectively, with larger levels providing support or coordination only when needed.
A deal-sourcing channel through which retiring owners, employees, brokers, or residents can nominate businesses for community acquisition before closure or outside sale.
A rule that automatically expires unless reviewed and renewed, limiting the persistence of emergency powers, experiments, or temporary delegations.
An agent representing a provider in structured bidding, contract negotiation, fulfillment reporting, and dispute resolution.
A composite of spending concentration, switching cost, substitutability, data lock-in, and operational criticality for a supplier.
SDI = 100 × Σₖ wₖdₖDependence created by switching costs, proprietary data formats, contractual penalties, network effects, or loss of accumulated history.
A transparent screening process for legal status, service quality, capacity, labor practices, privacy, ownership, resilience, and compliance with demand-pool rules.
An attack in which one actor creates many false identities to gain disproportionate influence, rewards, or reputation.
Artificially generated or covertly coordinated persuasion using automated content, fake personas, hidden sponsorship, networked amplification, or manipulated social proof.
The degree to which the platform continues to serve its constitutional purpose under pressure, growth, adversarial behavior, and internal incentive drift.
The proportional reduction in a measured power or coordination asymmetry after Commonsent intervention.
SAC = 1 − A_after / A_beforeAn early engine concept for transaction-linked allocation and production coordination. Its functions are now distributed across the Sovereign Commerce Stack, transaction-time intervention, and treasury mechanisms.
An acquisition structure that divides ownership among operators or workers, community participants, and the Commonsent treasury. A 45/35/20 split is an example, not a fixed rule.
A cryptographic signature that requires a defined subset of multiple key holders to authorize an action.
The fourth commerce layer, completing a purchase, subscription, contract, or procurement under pre-approved limits while recording rights, obligations, and contribution flows.
An intervention made at the point of commitment, such as checkout, renewal, signature, or procurement award, when routing can still change who receives value and under what terms.
The disclosure of relevant narrative influence at the downstream moment when it can shape a purchase, subscription, vote, contract, or institutional dependency.
Accessible disclosure of rules, inputs, interests, decisions, and outcomes. Commonsent treats transparency as necessary but insufficient without legibility, audit, and remedy.
A user-visible treasury showing inflows, rules, allocations, beneficiaries, milestones, and measured results.
The exposure of a treasury to a small number of assets, counterparties, sectors, or geographies.
TCR = max(HHI_asset, HHI_counterparty, HHI_sector, HHI_geo)The combination of signatures, time locks, spending limits, role separation, and governance approvals used to protect collective assets.
The explicit purposes, eligible uses, risk limits, time horizon, liquidity needs, and prohibited investments governing a treasury.
The ratio of liquid and near-liquid assets to expected obligations over a defined horizon.
TSR = A_liquid / O_horizonA person or committee with bounded responsibility for treasury execution, risk monitoring, reporting, and escalation under a published mandate.
Reducing the number and power of parties that must be trusted by making rules verifiable, authority bounded, and failure recoverable.
The degree to which participation rates differ across relevant population groups.
TI = ½Σⱼ |pⱼ − vⱼ|The practice of presenting ranges, confidence, data gaps, model disagreement, and scenario sensitivity before or alongside a recommendation.
A quiet, persistent machine layer that interprets context and maintains user rules without continuously occupying the visible interface.
A Unity toolkit for implementing common XR interaction patterns across compatible devices.
The principle that every person should possess effective cognitive representation, meaningful choice, and access to collective coordination capacity, regardless of income or institutional status.
It reframes the AI transition from income support alone toward agency coordinated into ownership.
The return of savings, dividends, access, ownership claims, public goods, or risk reduction to the participants and communities that generated the value.
The representation of ethical, economic, privacy, labor, environmental, and civic preferences as boundaries that automated systems must respect.
A digitally signed claim issued by a trusted entity that can be presented and cryptographically verified.
Trust supported by inspectable evidence, cryptographic proof, transparent procedure, and enforceable remedy rather than brand or authority alone.
The interface principle of making consequences and alternatives visible while avoiding emotional pressure, forced action, or manipulative defaults.
A web API for browser-based immersive and spatial experiences, enabling distribution without requiring a fully native application.
A contribution model in which distributed volunteers build a shared public resource through versioning, norms, review, and incremental improvement.
A broader simulation environment representing agents, institutions, markets, infrastructure, and policies for scenario exploration.
Digital content fixed to a physical place or object rather than to the user’s field of view.
A design rule under which the system remains quiet unless a decision is consequential, time-sensitive, uncertain, or inconsistent with the user’s rules.
A cryptographic method for proving a statement without revealing the underlying secret information.