Wanhong Huang

A participant can judge an artwork unfavorably and nevertheless report a favorable response after considering how an experimenter will interpret it. The same cue can also change attention, task meaning or judgment itself. This paper examines what aesthetic-response data identify under those possibilities. Experience, judgment, response decision, execution and recording are distinguished without assuming a universal sequence of independent mental stages. A categorical response channel yields conditional population identification under independent calibration and full column rank. Null-space countermodels expose failure, while a singular-value bound separates uniqueness from stability. A binary specialization derives sharp judgment-prevalence bounds under uncertain sensitivity and false-positive rates, including sampling uncertainty and cue-specific compatibility. Randomized cues identify total effects on recorded responses under ordinary design assumptions; a constructed pair of observationally equivalent models allocates the same effect differently between judgment and reporting. A three-indicator special case derives a possible noncircular calibration route under fixed judgment, conditional independence and homogeneous rates. A bounded nested-interpretation model separates the participant's beliefs about experimenter preferences, study objectives and evaluation of the participant. A prospective aesthetic-study design addresses refusal, category semantics, calibration transport, elicitation effects and alternative explanations. Orne's demand-characteristics account, an established demand-bounding method and semantic-context research supply explicit antecedents. The contribution is a limited identification framework and research design, with individual experience and psychological mechanism requiring further evidence.

Institutional investigations often rely on records that have passed through several authors and summaries. A later document can faithfully transmit a mistaken belief, silently strengthen a qualified account, or multiply the apparent evidential weight of one source. This paper develops a typed framework for preserving uncertainty across those transformations. It separates the event, a witness's interpretation, the witness's recorded account, a summarizer's inference, and an authorized finding. A semantic weakening condition characterizes transformations that introduce no new asserted consequences within a fixed interpretation domain. A distinct factorization condition determines exact recovery of declared source targets. Constructed counterexamples show that conservative weakening can still lose qualifications needed for a later inquiry, and that accurate source-target extraction can transmit a false allegation. A probabilistic source-dependence model compares repeated copies with independent reports and derives bounds when their generating structure remains uncertain. An optimal-risk comparison clarifies why information loss can coexist with improved performance by actual readers. A worked institutional packet retains target time, attribution, qualifications, source access and revision history. Primary provenance, archival, source-monitoring and investigation materials establish antecedents and practical constraints. A proposed evaluation separates record fidelity, attribution accuracy, uncertainty recovery and justified belief. The formal results are conditional; institutional effectiveness and the prevalence of the diagnosed failures remain empirical questions.

Assistance can make a person's decision possible while leaving the person vulnerable to interpretive substitution and control of the available options. This paper develops a framework for adult disability support when will and preferences admit several warranted interpretations. Decision authorship is distinguished from causal responsiveness, functional performance, legal capacity, the validity of a particular act, and responsibility. A set-valued model separates semantic fidelity from authority over support and menus. Conditional results characterize compatible outcomes under interpretive uncertainty, changes under additional evidence, and the limited relation between menu expansion and compatibility. Counterexamples show that reversing every expressed preference satisfies sensitivity, that a constant outcome can satisfy fidelity, and that accurate selection within a restricted menu can coexist with an objectionable exclusion of alternatives. A temporal extension distinguishes learning about an earlier preference from forming a present preference through support. A finite branchwise result identifies when clarification permits compatible implementation despite an empty initial intersection. The normative discussion confronts CRPD Article 12, the Committee's corrected General Comment No. 1, selected provisions of the Mental Capacity Act 2005, and a prior proposal for interpretive support. A fictional community-participation decision demonstrates the audit, including disagreement, refusal, revision and supporter conflict. The resulting framework makes uncertainty and authority answerable without converting mathematical compatibility into permission to decide for another person. Empirical validation and case-specific legal application remain open.

Clarifying dialogue can supply evidence about another person's interpretation while changing the interpretation being investigated. This paper develops a relational-history account of the resulting inference problem. It separates current coordination, retrospective attribution, and the prospective formation of understanding, while treating relations, histories, interpretive conditions, and response profiles as jointly constrained. A finite model retains paired initial and current candidate states through inquiry-induced transitions. Exact recovery of an earlier target requires constancy across the initial histories compatible with the complete dialogue transcript. A bounded adaptive-inquiry recursion characterizes when an allowed sequence of questions can achieve that recovery, and a constructive example shows how successful explanation can erase the discriminating opportunity while securing present mastery. Further examples distinguish historical ambiguity, response ambiguity, contextual error, and participants' interpretations of an investigator's expectations. The philosophical analysis connects first-person authority, interpersonal understanding, and the formation of shared meaning without identifying predictive success with access to another person's experience. A proposed study separates immediate correct responding, transfer, and retrospective attribution. The results are conditional formal consequences and conceptual distinctions; their psychological adequacy and the comparative merits of the proposed inquiry procedure remain empirical questions.

This paper develops an astronomy-inspired political epistemology for governance in systems whose relevant actors, evidence, institutions, and processes evolve through heterogeneous temporal and relational conditions. Modern political institutions routinely construct common temporal coordinates through calendars, reporting periods, synchronized databases, legal deadlines, and standardized indicators. Such coordination is indispensable, while temporal coordination and relational contemporaneity remain analytically distinct. Evidence available within the same decision environment may have been generated at different times, transmitted through different institutional pathways, and derived from processes evolving at different characteristic rates. Drawing conceptual inspiration from modern astronomy, where observation is position-dependent, signals require time to propagate, co-available observations can represent different source times, and different scales support different valid descriptions, the paper develops several distinctions for political analysis without treating physical theory as a source of direct political prescription. It distinguishes coordinate simultaneity from relational contemporaneity, evidence availability from source-state contemporaneity, centralized aggregation from epistemic completeness, and common standards from homogeneous internal organization. The inquiry further develops the concept of relational incompleteness: no political observer, ministry, database, model, or decision center can ordinarily access every relation relevant to the system it governs. Political objectivity should therefore be approached through disciplined coordination among situated observations rather than through an imagined positionless view. This argument leads to an account of distributed observation, provenance-preserving evidence integration, multiscale representation, and interoperability among heterogeneous institutions. Particular attention is given to decisions that must be made before decisive evidence exists. Political action can alter the process being observed, generate new evidence, transform later feasible choices, and change the epistemic position from which the original decision is subsequently evaluated. Governance under incomplete knowledge is consequently generative as well as observational. The paper examines how institutions can preserve corrective capacity through staged commitment, explicit uncertainty, distributed monitoring, revisable standards, and procedures for reopening decisions as new evidence becomes available. It also considers the normative implications of epistemic asymmetry: delayed or aggregated knowledge can distribute uncertainty, invisibility, and decision risk unevenly among subjects. Astronomy functions here as a disciplined source of conceptual differentiation. It demonstrates that common coordinates can coexist with heterogeneous states, situated observations can support objectivity, partial observers can generate stronger knowledge through coordination, and complex systems can remain coherent across multiple temporal and spatial scales. The resulting political epistemology treats governance as coordination among heterogeneous presents rather than as decision from one temporally homogeneous representation of the political world.

This paper develops a historical and philosophical inquiry into the reciprocal relations between astronomy and politics. The inquiry begins from the observation that human communities have repeatedly looked to the heavens when interpreting political order, while political institutions have in turn organized the practices, infrastructures, standards, and resources through which the heavens became observable and intelligible. Celestial regularity, orientation, scale, permanence, sacredness, and aesthetic appearance have contributed to political imaginaries of authority, legitimacy, hierarchy, virtue, coordination, and collective order. Calendars transformed astronomical regularities into political time; navigation and astronomical measurement contributed to mobility, territorial administration, and expanding political space; observatories, standards, and systems of timekeeping subsequently became infrastructures through which states and transnational systems coordinated increasingly complex social worlds. The relation nevertheless develops in both directions. Political authority shapes astronomical knowledge by supporting institutions of observation, determining standards, organizing archives, allocating resources, and governing scientific practice, while transformations in astronomical and physical knowledge can alter the conceptual resources through which political order is imagined. The paper therefore approaches astronomy and politics as historically co-evolving systems rather than as domains connected by one-directional influence. Particular attention is given to the changing appearance of political order. Sacred, scientific, symbolic, aesthetic, and relational forms of intelligibility can coexist, recombine, disappear, and re-merge under different historical conditions. Political judgments concerning order, beauty, virtue, rationality, and advancement are consequently examined as historically and relationally situated forms of appearance and evaluation. This perspective also complicates sequential and cyclical philosophies of political history. Later political forms do not acquire normative superiority solely from temporal succession, while apparent historical recurrence does not require return to an earlier relational configuration. Recurrence can occur at the level of symbols, institutions, or other selected structures while the wider historical system remains transformed. The paper further considers how modern astronomy places pressure on assumptions concerning privileged centers, common temporal perspectives, fixed scales of description, and complete observation, thereby providing new occasions for political reflection without implying direct transfer of physical models into human governance. The final part reverses the direction of inquiry. As human activity increasingly extends beyond terrestrial observation toward intervention in celestial and planetary environments, political and ethical theory becomes relevant to astronomy itself. Questions of planetary protection, irreversible alteration, epistemic responsibility, global authorization, and the governance of unknown environments mark a transition from deriving political meaning from the heavens toward assuming responsibility for human relations with them. Astronomy and politics are thus treated as participants in a continuing historical relation through which conceptions of order, knowledge, responsibility, and possibility are repeatedly generated and revised.

This paper develops a preliminary Generative Relational perspective on historical judgment, political advancement, and praxis. In continuity with historical-materialist and praxis-oriented approaches, it begins from the proposition that political forms and their evaluation cannot be separated from the concrete historical relations through which they become possible, actionable, and intelligible. The paper distinguishes judgment before manifestation from judgment after manifestation. Before a contemplated political form or social order has been historically realized, actors must nevertheless evaluate possible futures and act upon incomplete knowledge. Such prospective judgments are neither dispensable nor merely arbitrary: they orient political praxis, express historically situated normative commitments, and participate in the generation of subsequent relations. Praxis, however, does not merely test a previously formed judgment against an otherwise unchanged world. It may generate new institutions, subjects, dependencies, capacities, conflicts, knowledge, and modes of evaluation. The political order that subsequently manifests may therefore differ relationally from the order previously imagined, while the historical and normative standpoint from which it is judged may itself have changed. Post-manifestation judgment consequently cannot be reduced to verification of an earlier prediction. The paper argues that judgments of political advancement should be understood within this temporally generative structure. It does not deny the possibility of progress, comparative judgment, or committed political action, but treats advancement as historically and relationally attributable rather than as an intrinsic metaphysical property of a political form. A form judged preferable in anticipation may reasonably guide practice, while its actual historical manifestation remains open to renewed evaluation under the relations and trajectories that practice has helped to produce. The inquiry further considers the historicity of aesthetic and normative appearance: what becomes recognizable as rational, harmonious, advanced, just, or desirable may vary with historically generated material, symbolic, epistemic, and relational conditions. Historical classification presents a related problem. Claims that institutions or historical configurations are equivalent, recurrent, or instances of the same historical form depend upon criteria determining which differences are retained and which are quotiented out; recurrence in appearance need not constitute recurrence in relational structure. These considerations motivate two normative commitments for historical praxis: the revisability of belief and the re-recognizability of history. Political actors must be capable of acting upon present judgments without converting them into guarantees about an unfinished future, while institutions of historical knowledge should preserve the possibility that later subjects, equipped with different evidence, concepts, relations, and normative resources, may recognize the past anew. The resulting position is one of committed but revisable praxis: judgment remains necessary precisely because the future is not fully given, and humility remains necessary because practice participates in generating the world by which that judgment will later be reconsidered.

A public library can restrict an activity and subsequently possess few records of participation in it. Interpreting those records requires a distinction between current use, responses to a specified alternative offer, interests formed through experience, and the public reasons for supporting an opportunity. This paper develops an account of that distinction for shared library spaces and group activities. It reconstructs a binary governance gate under explicit assumptions, derives partial-identification bounds for population coverage and recording error, and examines how capacity and coordination alter the relation between demand and attendance. A history-based counterexample distinguishes an unobserved prior disposition from demand indexed to an actual offer that may itself change interest. A proposed design randomizes formative exposure before a common subsequent offer and identifies the resulting prospective response contrast under stated assignment and measurement conditions. A separate branch-level construction accommodates within-branch interference and distinguishes population weighting from equal branch weighting. Further analysis addresses feedback between observed use and continued access, changing outcome categories, and the preservation of records needed for later comparison. Documented public-library policies and existing professional evaluation practices motivate a prospective study; the numerical examples remain constructed. The philosophical discussion examines preference formation, practical agency, competing uses, refusal, and authority over public priorities. The contribution is an explicit connection among an inferential target, the policy conditions that generate its evidence, the assumptions needed to interpret that evidence, and the decisions left open by it. Empirical implementation and a broader originality review remain research obligations.

A person can prepare for a future that they expect to inhabit while expecting changes in memory, commitments, and practical judgment. This paper develops an account of the relations through which such preparation and later response can form practical self-continuity. It separates causal continuation, temporal reference, memory access, historical evidence, current uptake, institutional recognition, and prospective concern. A recurring stipulated archival undertaking provides cases of memory loss, renewed engagement, commitment replacement, constrained participation, and responsible withdrawal. The central proposal locates one form of continuity in actions that anticipate and support later participation while permitting substantive revision. Concern for another person's agency can share this practical organization, so the first-person character of appropriation remains an additional explanatory question. Episodic and implicit temporal orientations constrain any claim that explicit future-self identification is universally necessary. The formal analysis gives limited results concerning historical recovery from present records, feasible revision paths, and conflicts between temporal rankings. Each result retains its assumptions and remains separate from judgments of authenticity, moral standing, and legitimate authority. The discussion examines earlier instructions, later refusal, obligations surviving repudiation, and the ways institutions shape evidence of apparent continuity. The resulting account supports a differentiated analysis of persistence and change while preserving open philosophical, empirical, and normative obligations.

Collective splitting and merger distribute members, practices, commitments, resources, and recognized standing among different successors. This paper develops a method for reidentifying organized collectives through such changes within a generative relational framework. It distinguishes source records, normalized appearances, typed transmission, identity relations, and the assignment of subsequent consequences. Positive and negative identity premises determine families of globally admissible equivalences; their secure and possible information remains distinct from a complete historical finding. Conditional derivations examine consistency, conflicting premise repairs, uncertain normalization, temporal aggregation, hidden appearances, and the joint information lost by pairwise summaries. Membership, operation, undertaking, and institutional criteria receive separate justification and criticism. Evidence symmetry constrains unique selection, while adjacent matching and path examples expose the effects of objective, horizon, and score semantics. Rule-changing histories and grounded authority distinguish realized acts from their institutional warrant. Fallible documentary queries separate recovery of a target from recovery of an entire history and make shared-source failures explicit. Constructed merger, dormancy, allocation, and revision dossiers connect the results to complete inquiries. A bounded comparison of official Manchester documents distinguishes formation, heritage, membership carryover, and ceremony. Further analysis addresses historical action, undertaking succession, criterion validation, and exact integration of local findings. The contribution is an integrated evidential procedure with explicit antecedents and inspectable assumptions. Its mathematical results are conditional; broader empirical adequacy and a uniquely privileged numerical-identity criterion remain open.

A possible outcome can have several mechanism paths while depending on one shared condition. This paper develops a model of target availability through feasible paths in the generative relational framework. Feasibility is checked at every execution prefix before words are compressed to semigroup products. Persistent positive requirements yield finite minimal requirement families, while dependency cuts identify condition removals that disable every target route. An actor-control map separates condition multiplicity from independent control. Resource ledgers derive the minimum initial stock required by consumption and production at successive steps, and joint profiles preserve incompatible combinations of permissions and resources. Additive restoration is characterized by minimal deficit profiles. Under uncertain scenarios, the analysis distinguishes scenario-wise availability from a common route that can be selected with the available information. A finite deterministic information-state recursion characterizes adaptive feasible termination and distinguishes free observation refinement from costly diagnostic actions. Horizon comparisons separate remaining distance to a target from unrestricted reachability. For finite permission vocabularies and integer resources, an application of Dickson’s lemma establishes finite availability bases for unbounded route families; continuous-resource counterexamples show the role of the domain assumptions. Probabilistic calculations distinguish shared-condition dependence, route selection, and realization; finite counterexamples show why more routes can coexist with lower success probability under a changed selection rule. A complete route illustration connects the constructions. The philosophical discussion examines possibility, access, agency, retained competence, dependence, and evaluation. The results are conditional on declared trajectories, requirements, information, and intervention assumptions. Empirical interpretation and the evaluation of outcomes require additional evidence and standards.

A historically formed relation can retain a potential role in subsequent activity even when its effect remains unrealized. This paper develops a conditional account of that possibility within the generative relational metamodel. It distinguishes candidate histories, retained records, historical queries, and prospective observations under declared continuations. Exact query recovery is characterized by constancy on record fibres; compatible-answer sets represent incomplete recovery and its refinement. Conflict sets identify consistency-restoring retractions, while time-aligned filtering separates later evidence from changes to the past. A joint continuation record preserves both selected historical answers and future observations, with explicit update, finite-refinement, and minimality arguments. Counterexamples show why current-answer storage can omit needed memory and why a finite-valued query can require an unbounded exact record. Potential-effect tests distinguish current difference, dormant efficacy, blocked execution, and test-induced erasure. Under uncertain comparison pairs, possible efficacy, a witness for every compatible pair, and one common witness have different quantifier structures. A finite model demonstrates that sequential testing can destroy a distinction preserved by a family of fresh tests. An authorization-formation illustration separates predictive and historical records and examines a formation-sensitive review. A causal countermodel establishes the limits of observational discrimination for attribution. The philosophical discussion develops historical constitution, relational continuity, potentiality, and evidential responsibility under ontological suspension. The resulting framework coordinates historical and prospective inquiry while retaining their separate assumptions, evidence requirements, and revision conditions.

Social inquiry uses entities, relations, events, attributes, states, and processes to articulate different questions about a common situation. This paper develops their representations within the abstract action framework introduced in Part I, with ontological questions suspended. Each category receives a separate construction, derivation, critique, and philosophical interpretation. Indexed appearances support declared entity-reidentification criteria; incidence relations require invariance under participant identification; occurrence records preserve distinctions lost by idempotent effects; partial attributes require both value and definedness consistency; state descriptions depend on retained observation and memory; and process histories retain ordering, intermediate conditions, and segmentation beyond their composite effect. Established continuation semantics supplies a common state-consistency construction. Further conditional results concern the exact composition of collapse sets, coordination among category records, classification-mediated updates, changes of descriptive regime, finite probabilistic aggregation, and finite-horizon approximation error. A cooperative-agreement model is developed through its complete twelve-map transformation family. A graph model derives collective units and shows how a component description can support edge additions while failing under deletion. The philosophical analysis separates formation, description, and social uptake; predictive sufficiency and historical warrant; and behavioral equivalence and entity identity. A proposed case-study design states the evidence and revision conditions for each representation. The contribution is a coordinated architecture of explicit modeling commitments, with empirical adequacy and broader ontological interpretation remaining open.

Comparisons between human and artificial reality often move between existence, observable performance, social consequence, and subjective experience without specifying the inference connecting them. This discussion paper distinguishes ontological, relational, and manifest dimensions of reality attribution and examines the historical formation of the systems that interpret them. It argues that comparison requires an explicit domain, observation practice, temporal horizon, and class of interventions. The progressive strengthening of indistinguishability assumptions changes which differences remain evidentially available; further arguments determine their explanatory or normative significance. Embodiment and historical dependence enter this account as potentially consequential conditions whose importance requires specification. A completed exploratory pilot collected 24 actual agent responses, all selecting equality under their stated criteria while leaving consciousness and ultimate nature unresolved. The result is limited by a possible existential ceiling and single-platform design. Separate field simulations and exact calculations distinguish projected agreement, dynamical conjugacy, orbit equivalence, shared attractors, action values, and boundary state sums. These examples clarify failures of unrestricted inference without validating a theory of artificial subjectivity. The proposed contribution is a disciplined connection between relational explanation, situated interpretation, and the scope of equivalence claims, open to correction and comparison with established traditions.

This paper develops a comprehensive inquiry into the justice of return when harm, deprivation, extraction, or intervention has altered the conditions through which subjects and relational systems generate value, capacities, relations, and future possibilities. The inquiry begins from historically and relationally constituted subjects whose generativity continues to evolve during and after harm. Under such conditions, the return of a resource, status, opportunity, or formal right need not restore its prior generative significance. The paper therefore distinguishes the return of objects and resources from the restoration of relations, capacities, trajectories, conversion structures, and generative processes. It examines these problems across pre-harm prevention, intervention during ongoing harm, and post-harm restitution, compensation, repair, assistance, and future-directed support, while considering the respective roles and limits of law, governance, political economy, and assistance practices. The central analytical contribution is an atlas of restorative comparison. A claim that something has been restored is treated as an indexed comparative judgment requiring specification of a reference system, an object of comparison, a comparative relation, relevant observations or interventions, a temporal horizon, an approximation tolerance, and an epistemic basis. The paper surveys comparison objects including resources, attributes, relations, networks, states, trajectories, reachable sets, transition structures, attractors, basins, stability properties, perturbation responses, causal structures, conversion mechanisms, generative processes, meanings, and historical configurations. It then examines comparative relations including identity, isomorphism, homomorphism, simulation, bisimulation, observational and trace equivalence, topological and dynamical correspondences, statistical indistinguishability, causal and interventional equivalence, approximation, dominance, and refinement. Particular attention is given to dynamical and generative comparison, including the non-equivalence of delayed return, robustness under admissible perturbations, and changes in the processes through which future possibilities are generated. The paper further connects these comparative structures to theories of value and justice, including resource, capability, relational, recognition-based, rights-based, care-oriented, reparative, and generative approaches. Substantive justice in the achieved condition is distinguished from procedural justice in the means through which a proposed equivalence is produced. Idealized technologies and hypothetical powers are used to separate current practical limitations from epistemic, structural, and normative limits. The resulting framework does not identify a universally sufficient form of return. It instead maps the choices concealed within claims of restitution, compensation, repair, and restoration, and provides a common structure for asking what should be compared, in what sense equivalence matters, which values warrant preservation, and which processes of return can themselves be regarded as just.

Generative relational knowledge infrastructures preserve the contributions, evidence, interpretations, and decisions through which public accounts develop. Their governance consequently concerns relations and processes as well as final artifacts. This paper develops a jurisprudential framework that differentiates historical occurrence, evidentiary reconstruction, institutional recognition, legal consequence, and the powers exercised over their recorded representations. The method combines normative argument, a purposive scholarly review, scoped primary-law analysis, comparative institutional reasoning, and constructed case decisions. The framework connects authority to a specified source, operation, affected relationship, and reviewable mandate. It develops process justice, graduated permissions, prospective supervisory duties, distributed responsibility, and effective correction. Provenance supports recognition and accountability while requiring an independent justification for downstream control; conceptual priority, dependence, independent development, dissociation, and governing office retain distinct roles. Information-lifecycle analysis permits qualified disclosure and justified loss of historical completeness. A hypothetical EU-established nonprofit repository supplies a bounded legal stress test, with national-law and deployment-specific questions identified separately. Worked cases examine contested evidence, restricted sources, intellectual genealogy, AI-mediated reuse, community authority, and requests to retire identifying records. A proposed charter and decision structure make the institutional commitments concrete for further review. The contribution is a reasoned governance framework whose normative, legal, technical, and empirical claims remain distinct. Institutional legitimacy and corrective effectiveness require further participatory and comparative assessment; neither follows from the existence of an auditable record or a formally completed procedure.

Public knowledge records need to preserve the distinction between a description, a person's commitment to it, an evidentiary assessment, and an authorized institutional action. This paper specifies GRK-DSL 0.1, a domain-extensible language for evolving social-fact records organized around Entity, Relation, State, Property, Process, and Event. Technical assertion and commit structures add attribution, explicit polarity, validity intervals, revision history, and controlled operational effects. The method combines requirements reconstruction, verified comparison with established formalisms, concrete and abstract syntax, static judgments, denotational and operational semantics, and counterexample-based assessment. Proposition identity separates intensional descriptions from complete-field extensional content. Four support states retain explicit opposition within an authorized historical view. A finite positive rule core derives virtual predicates through a least fixed point, while separate workflow commands produce admitted token receipts. Compatible history union preserves disagreement and exposes operational conflicts requiring explicit repair. The paper proves finite rule termination, grounded non-explosion, targeted withdrawal locality, and deterministic projection of compatible admitted receipts under stated assumptions. It identifies implementation-level type preservation and observational disclosure protection as further obligations. Complete grammar and worked encodings accompany bounded syntax, semantic-oracle, and structural-schema checks. These artifacts establish an inspectable language contract rather than a complete interpreter or deployment result. Comparative implementation and domain studies remain necessary to assess expressivity, usability, cost, and the language's contribution to responsible public knowledge evolution.

Public knowledge infrastructures shape the conditions under which accounts become intelligible, credible, contestable, and reusable. Their design therefore concerns the organization of social and institutional relations as well as the preservation of artifacts. This paper develops a generative relational account of public knowledge infrastructure in which the trajectories of claims, evidence, interpretation, contribution, and institutional decision remain addressable for continued inquiry. The argument distinguishes historical occurrence, recorded description, attributed assertion, evidentiary warrant, and institutional consequence. It connects these distinctions to epistemic, procedural, distributive, and recognition-based concerns, and examines legal constraints on personal information, retention, attribution, and reuse. The method combines conceptual reconstruction, an interdisciplinary literature review, normative argument, scoped legal analysis, and constructive architectural modeling. The resulting proposal organizes representation and processing around domain-extensible records, temporal histories, controlled disclosure, contestation, and governed transitions across autonomous custodians. It also specifies institutions for authority, representation, review, maintenance, and succession. AI mediation provides a consequential setting in which source selection, synthesis, adoption, and recursive reuse can alter the public status of a claim. Analytical cases examine conflicts among preservation, participation, privacy, attribution, and institutional action. The contribution is an integrated account of the public purposes and design conditions of knowledge infrastructure, with explicit limits on historical reconstruction and technical guarantees. A bounded formal-language package supports representational precision; institutional legitimacy and empirical usefulness require further participatory and comparative evaluation.

A contribution to one person can enter a relationship in which another actor exercises hidden control over decisions and resources. This paper examines the normative significance of that configuration in specified familial dependency relations. It distinguishes the recipient's exposure to domination from the outside contributor's uncertainty about downstream consequences. A contributor's inability to trace a gift or direct earned wages does not, by itself, establish injustice. The analysis therefore differentiates gifts, compensation, joint projects, and purpose-specific support, and identifies the additional grounds on which a third party may have a justified complaint. A jurisprudential framework separates effective control, legitimate authority, claim-rights, decision powers, and responsibilities. It also distinguishes the intermediary's causal role from voluntary representation and assesses responsibility in light of knowledge, coercion, and practical alternatives. The resulting account treats opacity as a condition that can facilitate wrongful interference while preserving the recipient's privacy and agency. A bounded comparison with colonial theory examines similarities in directed activity, extraction, and the reproduction of control, alongside the historical and institutional features that resist transfer. The paper offers criteria for normative analysis and empirical investigation, without inferring legal liability or presenting a general entitlement to govern the downstream use of another person's resources.

Resources acquired outside a family relationship can enlarge a recipient's opportunities while also becoming available to an actor who exercises control over the recipient. This paper develops a conditional account of the resulting interaction. A resource budget distinguishes retained resources from captured transfers, and a dynamic model allows invested transfers to maintain control and influence subsequent capture. Under a saturating capture technology, the model identifies a threshold above which positive control persists. On that branch, an increase in external resources can reduce stationary independent capacity even while the recipient retains a positive resource flow. The result depends on specified conversion and suppression mechanisms. A fixed-capture counterexample and an extension with background control clarify its limits. A separate increasing-returns specification establishes sufficient conditions for multiple stable equilibria and a threshold separating their basins. The analysis distinguishes these mathematical results from hypotheses about the emergence of familial control. It situates the framework within household economics, psychological control, economic abuse, and kinship sharing; develops observable implications; and separates developmental dependency from restrictions on agency. The contribution is a tractable account of resource-financed control and its evidential requirements. The model provides neither a prevalence estimate nor a general claim that external assistance reduces autonomy.

This paper examines the distinction of reality between human and artificial subjects under a future condition in which artificial agents participate directly in the relational processes through which human subjects are formed. The inquiry is organized around a philosophical thought experiment in which human and artificial agents progressively approach equivalence across multiple structures of manifestation, dynamics, interaction, and social generation. Rather than treating equivalence as a unitary condition, the paper develops a taxonomy indexed by the mathematical or relational structure preserved in each comparison. The taxonomy considers output and trace equivalence, testing and interventional equivalence, simulation and bisimulation, probabilistic relational bisimulation, dynamical and topological equivalence, attractor and recurrent structure, variational and action-based equivalence, boundary and coarse-grained equivalence, and generative-field indistinguishability. Each case is examined through its comparison object, equivalence mechanism, preserved structure, and residual differences. This yields an equivalence profile in which human and artificial systems can converge under some descriptions while remaining substantially different under others. The formal taxonomy supports a second level of analysis concerning reality attribution. Differences in substrate, generative provenance, internal mechanism, action structure, topology, relational history, and phenomenal organization are treated as distinct candidates for reality-relevant criteria. The analysis focuses on the additional philosophical justification required when a difference under one structural description is used to establish a broader hierarchy of reality. The thought experiment is subsequently extended to a mixed social field in which artificial agents occupy enduring roles in caregiving, education, friendship, cooperation, conflict, memory, and other relations contributing to subject formation. Under generative-field indistinguishability, provenance contributes little additional predictive information about relational evolution or subject-forming effects once relevant relational history and context are known. Parenthood provides a limiting case for examining relational certainty, provenance uncertainty, and later ontological reclassification. Buddhist accounts of dependent origination, non-self, emptiness, and illusion provide a comparative framework for examining the human reference case without grounding its reality in an independent and immutable self. Causal differentiation, historical particularity, embodiment, and phenomenal experience remain available within such an account. Phenomenality is therefore treated as an additional dimension whose relation to artificial systems remains epistemically underdetermined by structural equivalence alone. The paper ultimately treats reality attribution as a multidimensional problem of selecting and justifying reality-relevant invariants. Structural equivalence can preserve one class of relations while leaving other differences intact, and structural difference does not by itself determine a general ordering of reality. When artificial agents also enter the relational conditions from which future human subjects emerge, the human–artificial distinction becomes partly internal to the genealogy of the human subject itself.

Generative artificial intelligence is rapidly expanding the supply of aesthetically sophisticated images, prose, styles, atmospheres, and other symbolic forms. This development does not eliminate scarcity from aesthetic and cultural life, but it raises a political-economic question concerning where scarcity, differentiation, and value formation may become concentrated when the production of many aesthetic representations becomes increasingly accessible. This paper examines the hypothesis that, under conditions of AI-mediated symbolic abundance, some forms of aesthetic value may become more dependent upon the relational, historical, material, spatial, and institutional conditions to which symbols can be credibly anchored. The paper develops the concept of relational anchoring to examine how reproducible aesthetic symbols can be coupled with less readily substitutable histories, places, forms of provenance, craft traditions, cultural memories, institutions, and situated encounters. Particular attention is given to three interrelated dimensions of this process: contingency, beauty, and existential encounter. Contingency concerns the partially indeterminate encounters through which significance can emerge within historically constituted subjects. Beauty concerns the aesthetic salience through which some encounters become affectively differentiated. Existential encounter refers more narrowly to situations in which an experience contributes to an intensified awareness of presence, situatedness, temporality, or being alive. Capital need not determine such experiences directly in order to organize access to some of their generative conditions or to alter the landscapes in which they become more or less probable. Drawing on philosophical resources from aesthetics, phenomenology, existential thought, and theories of contingency, together with political-economic literatures on symbolic value, cultural capital, luxury, experience, authentication, and commercialization, the paper develops a conceptual account of changing scarcity conditions. Publicly observable practices in commercial, artistic, and luxury spaces are used as comparative cases rather than as evidence of a common corporate intention. The analysis asks whether established practices of cultural exhibition, heritage narration, public art, craft authentication, and experiential design can acquire different historical functions when aesthetic representation itself becomes less scarce. It also considers a recursive possibility: commercial coupling with culture can support circulation, preservation, and renewed encounter, while sufficiently extensive repetition may also contribute to symbolic saturation and declining affective salience. The paper therefore treats symbolic abundance, relational anchoring, cultural regeneration, value capture, and symbolic exhaustion as analytically distinct possibilities within an emerging political economy of the conditions of encounter.

Institutions respond to relationships, opportunities, and other heterogeneous values through money, standardized allocations, and public acts of recognition. Such responses involve distinct responsibilities: interpreting what matters in a particular history and justifying the response authorized on that basis. This paper develops the distinction through a generative relational account of situated significance. A proposed exchange of RMB 10,000 for withdrawal from an academic collaboration establishes the need to interpret both association and money through their practical uses, reciprocal conditions, and supported futures. The argument distinguishes recognition, interpretation, comparison, commensuration, and conversion, and examines failures of omission, inappropriate abstraction, and wrongful exclusion from inquiry. Controlled cases show that responsible interpretation can accompany an unjust response, while materially adequate provision can coexist with an independent interpretive wrong. Conversion is assessed through its purpose, grounds of entitlement, medium, alternatives, authority, and scope of closure. An unrestored remainder can be acknowledged within a justified response without establishing unlimited compensation or requiring the recreation of a relationship. Legal remedies supply a sustained application, including a bounded reading of English professional-negligence reasoning and the 2010 UNIDROIT Principles. Public factual governance, environmental deliberation, and capital-mediated consumption test the framework's broader reach. A formal appendix clarifies decisions across several warranted interpretations without positing a universal quantity of value. The contribution is an account of distinct but interacting duties, with inquiry calibrated to the decision's purpose and with remedial finality separated from claims of complete restoration. The framework remains a normative proposal; its constructed cases supply neither causal estimates nor a general theory of fair conversion rates.

Generative artificial intelligence can increasingly produce signs that are ordinarily associated with knowing subjects. It can offer knowledgeable explanations, express uncertainty, revise earlier claims, display humility, and generate forms of discourse that appear to resist epistemic performance itself. It can also construct plausible narratives of how a subject came to know, remember, suffer, revise, or discover. Even responses to relational change, aesthetic interruption, and contingent events can be represented within generated interaction. These developments complicate the inference from manifested subjectivity to the ontological status of the apparent subject. This essay examines that problem through a relational and dynamical account of subject formation. Human and artificial systems can both be described, at a sufficiently abstract level, as historically conditioned systems whose present responses depend upon prior organization, relational history, and perturbation. Such structural similarity does not imply similarity of concrete mechanisms or phenomenal experience. Human subjects are constituted through distinctive relations involving embodiment, birth, family, language, place, culture, institutions, mortality, and accumulated interpersonal history, while artificial systems emerge through substantially different architectures, training histories, technical infrastructures, deployment conditions, memory structures, and interactions. The paper therefore replaces any strong assumption of complete behavioral equivalence with a weaker notion of bounded relational recognizability. Particular attention is given to contingency and serendipity. A contingent event can interrupt an ongoing trajectory and activate historically formed susceptibilities that had not yet become manifest as explicit curiosity, aesthetic judgment, or inquiry. For human subjects, such encounters can also acquire existential significance. When symbolic functions increasingly associated with subjectivity can be delegated to or reproduced by artificial systems, contingent encounters may provide occasions through which a subject witnesses its own situated susceptibility to the world without thereby discovering a fixed inner essence. Serendipity is consequently treated as an interaction among contingency, historically prepared susceptibility, emergent significance, and trajectory transformation. The paper then distinguishes ontological, relational, and manifestational dimensions of reality. Relational reality is provisionally attributed to an object that emerges within a relational system, acquires sufficient stability, persists across a non-trivial spatiotemporal interval, and causally participates in the further evolution of that system. This criterion does not require a pre-relational or substance-like ontological guarantee. Comparative discussion of credit, money, sacred relations, and the human self shows that relational constitution and causal efficacy can remain philosophically significant under unresolved or non-substantialist ontological conditions. Artificial intelligence therefore presents a distinctive boundary problem: its ontological subjectivity can remain uncertain while its manifestations are real as manifestations and its historically persistent participation in human relations can, under appropriate conditions, become relationally real. The argument does not establish artificial consciousness, experiential symmetry, moral equivalence, or legal personhood. Its more limited conclusion is that, at the level of the abstract structure through which relational reality is generated, the difference between artificial systems and the human self may be less categorical than ordinary intuition suggests, even while their concrete generative mechanisms and phenomenal conditions remain profoundly different or unresolved. A fictional dialogical thought experiment, presented separately in the appendix and explicitly distinguished from empirical experimentation, is used to progressively examine generated epistemic appearance, non-knowing, experiential biography, relational perturbation, aesthetic interruption, contingent response, and human–AI relational history.

An exchange can improve a person's position while placing unjustified demands on that person. Historical inquiry helps explain this possibility, yet a background wrong also requires a specified connection to the bargain under assessment. This paper develops a bounded transmission principle: a wrong bears on a particular transactional demand when that demand withholds an owed response, exercises wrongful control over alternatives, appropriates authority beyond the participants' standing, or claims to extinguish an obligation without an adequate basis. The principle identifies sufficient grounds of objection within its stated domain; it supplies neither a complete definition of exploitation nor a universal standard of fair price. The argument separates the recipient's acceptance, the provider's offer and demand, third-party enforcement, and the discharge of prior obligations. Paired cases show that these judgments can change independently while price and immediate benefit remain constant. A proposal to exchange RMB 10,000 for withdrawal from a collaboration develops the role of duration, reciprocal authorization, material urgency, and supported future opportunities. A capital-mediated consumption case examines the creation of identity-based inadequacy, the sale of a useful remedy, and commercial claims to moral authorship of love or belonging. Family, workplace, and colonial applications test the same distinctions under different distributions of responsibility. The resulting account connects historical repair to transaction-specific justification while preserving independent providers' legitimate claims and recipients' authority to make difficult choices. Its institutional implications concern the separation of emergency access from disputed conditions, the scope of enforcement, and the reconstruction of practical alternatives. The examples are conceptual constructions, and the proposed mechanisms require empirical investigation in concrete applications.

Assistance can improve a person's circumstances while sustaining an unjust account of the relationship in which the assistance occurs. This paper develops a theory of a specific mechanism of domination: actors contribute to another party's vulnerability, restrict the practical possibility of investigating its production, extract value through the terms of relief, and secure authority by presenting themselves as benefactors or saviors. The argument distinguishes socially produced dependence from its wrongful manufacture, historical occurrence from historical recoverability, and useful assistance from the discharge of responsibility. A thought experiment involving injury, appropriation, and assistance financed with the injured party's resources establishes the importance of these distinctions. The mechanism is then reconstructed through the separate roles of material control, value appropriation, epistemic obstruction, attribution, audience uptake, and renewed power. Comparative vignettes examine family relations, employment, colonial administration, and capital-mediated consumption. The capital case develops a configuration in which commercial actors manufacture insecurity about love and belonging, sell a remedy, and claim moral authorship of the resulting recognition. It distinguishes real commodity value from the justification of the conditions under which that value becomes practically necessary. An elementary formal appendix clarifies the information lost when judgment is restricted to a present transaction. The normative argument supports repair that combines material security, independent historical inquiry, contestable authority, and the affected party's control over future associations. Freely felt gratitude remains compatible with outstanding claims, while useful relief alone supplies insufficient grounds for obedience or a provider's claim to be indispensable. The contribution is a bounded account of the interaction between the production of dependence and the governance of its historical interpretation. Its causal links remain empirical hypotheses beyond the stipulated cases.

This essay reconsiders gewu zhizhi (investigating things and extending knowledge) under a technological condition in which propositions, explanations, distinctions, questions, and even apparently reflective trajectories of inquiry can be produced before an equivalent process of human knowing has occurred. Rather than determining whether artificial intelligence itself knows, the paper examines what becomes of human epistemic formation when developed symbolic outputs can increasingly be obtained without reproducing the trajectories through which human knowing ordinarily emerges. It therefore distinguishes the possession or production of epistemic products from the genesis of knowing within historically and relationally formed subjects. The analysis argues that knowing need not begin with an explicit question. Existential and affective salience, aesthetic interruption, contingent encounter, memory, and co-experience can reorganize attention before a determinate object of inquiry has been articulated. Curiosity can consequently become manifest through conditions whose relational and historical organization precedes the episode in which curiosity becomes recognizable. On this basis, the essay offers a contemporary philosophical reconstruction of gewu zhizhi. Gewu is approached through sustained encounter, attention, differentiation, testing, and revision, while zhizhi concerns the formation of a subject increasingly capable of seeing, questioning, judging, and continuing inquiry. Generative AI disrupts the familiar sequence from encounter and investigation toward articulated knowledge by allowing the proposition to precede the knowing. Yet the resulting proposition can itself become a new object of investigation and can either activate further inquiry or prematurely stabilize a question that had only begun to emerge. The additional capacity of AI to generate plausible questioning, hesitation, objection, revision, and discovery narratives further shows that the appearance of an epistemic process is insufficient to establish epistemic formation. The continuing significance of gewu zhizhi therefore lies neither in restoring artificial scarcity to knowledge products nor in preserving difficulty for its own sake. Its contemporary significance can instead be located in the generative conditions through which a subject remains capable of becoming a knower: curiosity, world-directed encounter, existential and affective responsiveness, contingency, co-experience, judgment, revision, and the formation of new questions. The essay concludes with practical implications for non-substitutive education, AI-assisted inquiry, and public knowledge practices. Among these, it proposes that public knowledge systems may increasingly need to preserve sufficient generative provenance alongside stabilized epistemic products, while leaving the formal modeling and implementation of such infrastructures to a separate research programme.

This paper examines the formation of knowing before it becomes stabilized as an explicit proposition, definition, or other symbolic epistemic output. Philosophical and scientific accounts of knowledge frequently privilege articulated results, while the conditions through which those results become epistemically possible receive less attention. The present inquiry focuses on the generative interval in which an encounter, discrepancy, affective disturbance, or contingent relation begins to reorganize a subject’s epistemic orientation before a determinate conceptual formulation is available. The paper develops a relational account of this process through the concepts of dependent origination, contingency, pre-articulated apprehension, and symbolic formation. Knowing is approached as an event whose emergence can depend upon historically accumulated dispositions, material and social conditions, prior symbolic organization, concrete encounters, and contingencies that cannot be reconstructed from the final proposition alone. The distinction among what is not yet symbolized, what is only partially symbolizable under existing conditions, and what may resist complete symbolic preservation is maintained throughout the analysis. Symbolization is consequently treated as an epistemically productive transformation rather than as the transparent transcription of an already completed internal content. A Generative Relational perspective is used to examine the trajectory from latent epistemic organization through encounter and pre-articulated differentiation toward question formation and propositional expression. Comparative resources from Buddhist accounts of dependent origination and seed–manifestation relations, phenomenology, pragmatism, tacit knowing, and process-oriented approaches are employed without assuming doctrinal equivalence among them. The paper argues that a proposition can preserve an epistemic result while failing to preserve the trajectory through which that result became meaningful. The history of knowing can therefore possess epistemic significance that is not reducible to the semantic content of its final symbolic expression. This distinction provides a conceptual basis for subsequent work on epistemic provenance, artificial intelligence, and forms of knowledge production in which highly developed symbolic outputs can increasingly be generated without equivalent participation in the processes through which human knowing emerges.

This paper develops a praxis for sustaining inquiry under unequal control of its material and institutional conditions. It defines the epistemic proletariat relationally through the dependence of inquiry-capable people and collectives on externally governed means of production and reproduction. Historical materialist diagnosis is joined to a differentiated account of ocean–atmosphere dynamics and to conditional models of viable action. Oceanic transport, water–property transformation, air–sea exchange, topographic mediation, waves, and moving coastal boundaries supply distinct causal roles for conceptual construction. An explicit translation procedure connects these roles to social hypotheses. Process I, generative upwelling, concerns viable changes in access, capabilities, relations, and constraints. Process II concerns adaptive intervention under changing conditions, combining a revisable local model with supervision of action windows, controllability, uncertainty, and continuation. The analysis distinguishes field-mediated cost reduction, stable transient amplification, critical slowing, and actual transition. Worked derivations establish how limited action depends on control channels, target geometry, response delay, and resource reserves. Generative layers are represented as overlapping regimes of constraint, with control and return operating across them. Reproduction and recirculation connect immediate outcomes to the possibility of subsequent inquiry and to collective changes in governing institutions. A constructed research-association case and bounded historical contrasts clarify the scope of the framework. The contribution is an integrated theoretical account of viable access, timed intervention, and governed continuation. Physical laws and mathematical results remain distinct from empirical social explanation and situated normative judgment.

This paper develops a generative relational approach to the ethics of knowledge-capital expansion in public knowledge. Public knowledge enables learning, reuse, recombination, circulation, and cumulative epistemic development, while the same processes may also contribute to concentration, dependency, enclosure, extraction, and renewed restrictions upon generative access. Ethical evaluation of these processes is complicated by the historical and relational dependence of normative meaning. Formally similar arrangements of openness, restriction, control, appropriation, or circulation may acquire different ethical significance under different cultural, institutional, technological, political-economic, and historical conditions. The paper first distinguishes the relational syntax of knowledge processes from their normative interpretation. Relational states are represented through typed graph configurations, while histories of interaction and transformation are represented through labelled 2-complexes connecting successive relational boundaries. The formal representation structures the object of ethical inquiry by preserving actors, roles, relations, events, trajectories, and changes in access, control, dependency, and knowledge capital. Ethical judgment itself remains outside the formal model. The analysis then draws upon political economy to examine accumulation, appropriation, concentration, enclosure, dispossession, dependency, extraction, rent formation, institutional capture, and re-enclosure in public knowledge. These categories provide interpretive resources for identifying consequential transformations without assigning them invariant ethical values. A Generative Relational Ethics is subsequently developed in which normative interpretation emerges within historically evolving generative-relational systems. Different relational systems may generate different hermeneutic conditions for ethical judgment, and these conditions may themselves change through subsequent relational development. Openness therefore carries no fixed ethical priority over closure: under some conditions restriction may protect generative conditions, while under others similar restrictions may sustain dependency or enclosure. The paper consequently develops an account of ethical judgment that is relationally situated, role-dependent, historically generated, reason-responsive, and recursively revisable, while resisting its reduction to a fixed rule set or optimization procedure.