Glossary

These concise definitions aid cross-chapter reading; they do not replace the full definitions or their conditions. Chapter references indicate where a term is developed. A statement in the Boundary column is a limit on interpretation, not an additional empirical finding.

Term	Reader definition	Chapter	Boundary
3M Taxonomy	Chapter 9 descriptive taxonomy of Manifestness, Modality, and Materiality used around the empirical participation apparatus.	Ch. 9	Only Act Form (the reader-facing Modality field) and RO/FP/AD were prospectively frozen; the full 3M instrument was not prospectively validated.
Absorption Capacity	A bounded domain/actor condition limiting how much of a candidate trajectory can be effectively assimilated or realized.	Ch. 6	A subtype/example of realization conditions, not the meaning of \(Z_{d}(t)\) as a whole.
Act Form	Chapter 9 empirical act-category field carried forward from the frozen Modality field.	Ch. 9	Chapter 9 uses Act Form for its empirical Modality field; Chapter 8’s descriptive label is Visible Form.
Actor Dependence (AD)	The degree to which the significance of an act depends on who performs it or the role/institution through which it is performed.	Ch. 8	AD does not establish prestige, correctness, or moral standing.
AD	See Actor Dependence (AD).	Ch. 8	Relational Grammar abbreviation.
Adaptive Disequilibrium	The provisional stronger claim of continued adaptation rather than settlement into an absorbing equilibrium.	Chs. 2 & 12	Within a declared horizon, specified disturbances that no longer alter the realized state would narrow or defeat the horizon-bounded claim; the general form is orienting.
AGI	Artificial intelligence whose capability profile matches or exceeds the best unaugmented human capability across declared human capability domains; empirical comparisons declare domains, assistance policy, baseline, and coverage criterion.	Ch. 1	See Definition 0 and Chapter 1 §1.3 for the stipulative definition and operational scope. Comparisons declare the system boundary; no universal binary arrival test is supplied.
AGI-Inclusive Humanity	The evolving human–AI configuration within which artificial capability acquires institutional and social consequence, and within which realization is evaluated with a human-centered normative orientation.	Ch. 2	Not a terminal destination; artificial moral status remains bracketed.
Autonomous Recursive Self-Improvement (RSI)	Repeated AI-dependent improvement cycles in which AI systems materially contribute to improving later AI capability and humans no longer supply the decisive technical decisions at every step.	Ch. 11	Not demonstrated by the current book evidence; capability feedback and rapid progress are insufficient.
Availability	The degree to which capability is accessible or deployable in the relevant setting.	Ch. 4	Availability ≠ Reach; indirect exposure can exist without direct access.
Benefit	An indexed comparative evaluation of realized consequences for the human beneficiaries within AGI-inclusive humanity.	Ch. 2	Requires a baseline or feasible alternative, beneficiary scope, and evaluative criteria; not an argument of the realization mapping.
Bottleneck Relocation	Relaxation of one constraint that makes another relatively more important while the relevant opportunity set remains substantially intact.	Ch. 4	Distinct from Path Foreclosure, which changes the opportunity set itself.
Candidate Trajectory	A possible developmental path Γ evaluated as an object that includes transitions, intermediate states, and opportunity-set effects, not merely its endpoint.	Ch. 6	Endpoint similarity does not imply trajectory equivalence.
Ceiling	A domain-scoped capability readout used inside CFS.	Ch. 5	Ceiling ≠ Potential P(t).
Ceiling–Floor–Slope (CFS)	A bounded submodel for analyzing the dynamics of a capability–realization gap in a specified domain.	Ch. 5	CFS is not the general realization model.
Claim Status	The evidentiary status assigned to a claim after considering observation, representation, inference, limitations, and versioning.	Ch. 10	Claim status is version- and evidence-conditioned.
Conditional Non-Fungibility	Proposition A: similar visible act forms need not be analytically interchangeable when their RO/FP/AD profiles differ under declared conditions.	Chs. 8–9	Proposition A’s exact evidentiary status appears once in the Claims and Status Register below.
Definition 0	The book’s stipulative AGI definition: a capability profile matching or exceeding the unaugmented human envelope across declared human capability domains.	Ch. 1	This entry is a scope gloss, not a replacement of Definition 0’s canonical wording. Application requires declared comparison coordinates, system boundary, assistance policy, baseline, and coverage; not one universal scalar.
Direction Without Terminality	Orientation toward a purpose does not by itself establish a terminal state.	Chs. 2 & 12	High-confidence candidate; neither assumes nor rules out terminal closure.
Domain-Specific Realization Conditions	The domain-indexed conditions represented by \(Z_{d}(t)\) that shape whether and how Potential becomes Realization.	Ch. 4	Not reducible to absorption capacity alone; no universal exhaustive vector is assumed.
Epistemic Discipline	The book’s rules for separating what exists, what is observed, how it is represented, what is inferred, and what claim status is justified.	Ch. 10	Not a new argument of the realization mapping.
Epistemic Repairability	The capacity to detect error, localize failure, identify dependencies, revise affected structure, propagate consequences, and expose the revised object to renewed scrutiny.	Chs. 3 & 10	Repair preserves the failed version and its result; revised objects do not automatically inherit validation.
Exposure	A group-specific state of Reach, Susceptibility, and Recourse through which realization is encountered.	Chs. 4 & 7	Exposure is an argument of realization, not a fifth governance point.
Facet	A metadata or analytical property of a theoretical record that plateau membership cannot reconstruct without relevant information loss.	Ch. 3	Cross-cutting classification; independence from plateau role is functional, not a claim of statistical independence.
Feedback	A relation in which an earlier realized outcome, observation, representation, or response alters conditions relevant to subsequent realization.	Ch. 11	Sequence alone is not enough; a return mechanism must be documented.
Floor	A specified realized or assimilated state used inside CFS.	Ch. 5	Floor ≠ general Realization \(R_{g}(t)\).
Foreclosure Position (FP)	Whether meaningful alternative realization options remain open or are being narrowed/closed relative to the act.	Ch. 8	FP is not identical to veto authority.
FP	See Foreclosure Position (FP).	Ch. 8	Relational Grammar abbreviation.
Frame One	Chapter 9’s frozen empirical frame of 49 projects used to test the Participation propositions and related empirical distinctions.	Ch. 9	Post-freeze evidence and cases outside the frozen frame cannot change N, historical coding, proposition verdicts, reliability claims, headline rates, or Responsive Floor adjudication.
Governance	Institutional processes that execute, observe, steer, and procedurally adjudicate contested realization pathways.	Ch. 7	Governance surrounds/modifies realization; it is not another universal input to \(\mu_{t}\).
Governance Functions	Execution, Observation, Steering, and Procedural Adjudication—the functional roles governance performs.	Ch. 7	Functions ≠ points of purchase.
Governance Points of Purchase	Access, Sequencing, Distribution, and Deployment Context—the locations where governance can intervene in a realization pathway.	Ch. 7	Points of purchase answer where governance intervenes, not what function it performs.
Governance Propositions (GP1–GP7)	The seven governance propositions assessed individually in Chapter 7.	Ch. 7, Table 7.1	Their unequal statuses are retained; this label does not imply collective validation.
Gradual AGI	The book’s inquiry into AGI-related transformation through heterogeneous realization, distinguishing phenomenal gradualness from principled graduality.	Chs. 1–3	Gradualness does not require slow, smooth, or continuous change; the descriptive criterion does not entail a normative principle.
Indexed Optimality	A claim of optimality indexed to specified objectives, constraints, metrics, actors or evaluators, time horizon, uncertainty assumptions, and scope.	Ch. 6	There is no free-standing or civilization-scale optimum unless a common ordering has actually been established.
Individuation Rule	The advance specification of the transformation being classified and what observation would exhaust it.	Ch. 1	Fixes the scope of a phenomenal-gradualness claim and permits that claim to fail.
Inference	The conclusion drawn from observation and representation.	Ch. 10	Inference ≠ Claim Status.
Local Scalarity / Global Non-Scalarity	Bounded evaluators may use local scalar objectives without establishing a canonical universal scalar for the whole system.	Ch. 12, §12.6.2	High-confidence candidate; admission as canonical is not yet complete.
Manifestness	A 3M descriptive dimension: whether a participatory act overtly presents itself as addressing a realization (Explicit) or relates to it through behavior, practice, or contribution (Implicit); not how readily evidence of it can be recovered.	Ch. 9	Secondary descriptive lens in Frame One, not a frozen Proposition A discriminant field.
Materiality	A 3M descriptive dimension: how a participatory act is instantiated, as Intangible, Tangible, or Mixed (Chapter 9 §9.2.1).	Ch. 9	Concerns the act’s instantiation, not the magnitude of its consequence, and is not assigned retrospectively from success. Distinct from Chapter 8’s material-difference threshold and from the §9.1.1 relevance rule.
Modality	The 3M dimension corresponding to the type/form of participatory act; operationalized prospectively through the frozen Act Form field.	Ch. 9	Chapter 8’s descriptive label is Visible Form.
Multi-Plateau Framework (MPF)	A logical architecture organizing kinds of theoretical work—definition, formalization, empirical contact, synthesis—without treating them as chronological stages.	Ch. 3	Plateaus are not a universal societal sequence or hierarchy.
Nash Bargaining Solution (NBS)	A bounded selection rule applicable only when bargaining assumptions, utilities, and disagreement points are defensible.	Ch. 6	If assumptions are not defensible: ‘NBS not presently applicable.’ Distinct from the Nash equilibrium discussed in Ch. 7, §7.3.10.
Nash Equilibrium	A strategy profile in a specified game at which no participant can improve its payoff by changing its strategy alone, holding the others’ strategies fixed.	Ch. 7, §7.3.10	Distinct from Chapter 6’s Nash Bargaining Solution; existence or stability does not establish safety, and necessity for trustworthiness is not established.
NotAdjudicated	A formal empirical status used when available evidence does not permit the relevant classification to be decided under the specified design.	Chs. 9 & 12	NotAdjudicated ≠ unsupported, untested, unexercised, or measurement-limited; it does not mean NotSupported.
Observation	The evidence or measurement obtained about an underlying state.	Ch. 10	Observation ≠ Representation or Inference.
Observation Opportunity	The opportunity an evidence-generating process provides to observe a phenomenon if it is present.	Ch. 10	Non-observation supports absence only to the extent that detection opportunity was adequate.
Ongoing, Unfinished Transformation	An orientation for theory-building; diagnostically, continuing change to later realization conditions and absence of established terminal closure for a specified domain and horizon.	Chs. 3 & 11	Chapter 3 provides orientation; Chapter 11 gives process/closure diagnostics. The orientation and diagnostic have distinct roles.
Optimization	Evaluation and, where justified, selection among candidate trajectories under specified objectives, constraints, horizons, uncertainty assumptions, and scope.	Ch. 6	Optimization is upstream of realization and is not a fifth argument of \(\mu_{t}\).
Optimization Subject	The bounded system or object whose developmental trajectory is being evaluated in Chapter 6.	Ch. 6	Optimization Subject ≠ actor ≠ objective.
Pareto Efficiency	A nondominance filter used to exclude trajectories that can be improved for at least one evaluated party without worsening another.	Ch. 6	Structural filter, not a complete social-choice rule.
Participation	A reciprocal human–AI process in which actors can shape the conditions, uses, verification, values, and consequences of realization.	Ch. 8	Reciprocity does not imply symmetry, equal agency, equal standing, or equal responsibility.
Participation-sensitive Floor	Property of a societal Floor: features of human Participatory Configuration contribute to differences in its realization path or configuration, whether or not a study can establish it.	Ch. 8	A property, not a classification; Responsive Floor is the evidence-conditioned classification.
Participation-Sensitive Realization (Proposition C)	The participation claim examined through bounded pathways from acts and consequences to realization-relevant change.	Ch. 9, §9.6	Documented non-veto association sequences establish neither prevalence nor an identified causal effect.
Participatory Act	An act by a Participatory Subject that may enter recognition, uptake, consequence, and possible realization pathways.	Ch. 8	Act does not entail Consequence or Realization change.
Participatory Consequence	A consequence attributable at the participation layer before any further inference to realization change.	Ch. 8	Participatory Consequence ≠ general realized consequence.
Participatory Readiness	Capacity to recognize a realization-relevant issue, form a position or claim, and undertake an intentional Participatory Act.	Chs. 8–9	Distinct from standing, willingness, temporal opportunity, and an act actually performed.
Participatory Role Plasticity	Proposition B concept describing redistribution or migration of functions between human and AI actors within shared processes.	Ch. 8	Untested in Chapter 9 Frame One; prospective target.
Participatory Subject	The subject whose participation is analytically represented in the Chapter 8 human-side apparatus.	Ch. 8	Subject ≠ Actor ≠ Instrument.
Path Foreclosure	Narrowing or closure of substantively different future realization options through commitments, constraints, or prior choices.	Chs. 4, 6 & 8	Foreclosure Position locates an act relative to the remaining alternatives; foreclosure is not identical to veto authority.
Phenomenal Gradualness	Given an individuation rule fixing the transformation under study, a specified AGI-related transformation is gradual when its relevant realization is not exhausted by one event.	Ch. 1	Phenomenal concerns the form of transformation, not subjective experience.
Potential	Capability or possibility that may be realizable under specified conditions.	Ch. 4	Potential ≠ Realization.
Potential–Realization Separation	What a system can do is distinct from what becomes instantiated for specified groups under actual conditions.	Chs. 1–4 & 12	Capability does not entail realization, and realization does not entail benefit.
Principled Graduality	Information-responsive iteration combined with preserved revisability.	Ch. 1	Not entailed by phenomenal gradualness; revisability does not guarantee reversible outcomes.
Procedural Settlement ≠ Substantive Settlement	Institutional closure of procedure, authority, or entitlement can leave contested ultimate ends unresolved.	Ch. 12, §12.6.2	High-confidence candidate; procedural closure does not establish substantive agreement.
Reach	Existence and extent of direct or mediated contact with an AI-mediated capability or consequence.	Ch. 4	Weak Reach means limited contact, not necessarily low consequence conditional on contact.
Realization	The realized state for an indexed group at a specified time under heterogeneous conditions represented by the Chapter 4 mapping.	Ch. 4	Realization ≠ benefit; realization is not a universal scalar.
Realization Orientation (RO)	How a participatory act is oriented relative to a realization trajectory—for example toward enabling, redirecting, pausing, or otherwise shaping it.	Ch. 8	RO is relational, not a simple positive/negative sentiment score.
Realization Processes Are Reflexive	Realization can alter conditions relevant to later realization.	Ch. 12, §12.6.2	High-confidence candidate; temporal succession alone does not establish such alteration.
Realized Consequence	A change or effect that may follow from an instantiated realized state.	Ch. 2	Distinct from realization itself and from the evaluation of benefit.
Recognition	An intermediate state in which an act is noticed or registered by a relevant actor or institution.	Ch. 8	Recognition ≠ Uptake and does not itself imply consequence.
Recourse	Practical capacity to recognize, contest, redirect, correct, exit, or obtain remedy for an AI-mediated decision or consequence.	Chs. 4 & 7	Nominal appeal channels are not automatically effective Recourse.
Recursion	Repeated return of changed conditions through successive realization cycles.	Ch. 11	Recursion ≠ Autonomous Recursive Self-Improvement (RSI).
Recursion Without Ontological Proliferation	Return paths can change existing objects and relations without requiring a new fundamental category for each feedback product.	Ch. 12, §12.6.2	High-confidence candidate; feedback is not a fifth argument of the realization mapping.
Recursive Re-entry	A changed condition produced by an earlier stage enters a later realization cycle.	Ch. 11	Recursive re-entry is weaker than repeated recursion.
Recursive Self-Improvement	An AI system materially contributes to improving its own capabilities, or those of successor systems, and the improved capability contributes to another improvement cycle. RSI can be graded and can remain human-directed (§11.2).	Ch. 11	See Autonomous Recursive Self-Improvement (RSI) for the narrower case, which adds that human direction no longer supplies the key technical decisions at every step.
Reflexivity	A condition in which representations, claims, or responses can themselves become part of the environment they describe and alter later behavior or realization.	Ch. 11	Not every feedback loop is reflexive in the same sense.
Relational Grammar	The RO–FP–AD grammar used to distinguish participatory acts by realization orientation, foreclosure position, and actor dependence.	Ch. 8	Canonical reading order: RO → FP → AD.
Representation	The formal, textual, benchmark, dataset, model, or other form in which observations are encoded.	Ch. 10	Representation ≠ the underlying state itself.
Responsive Floor	An evidence-conditioned domain-level classification concerning whether participation can reach realization through documented pathways under specified conditions.	Chs. 8–9	Not democracy, welfare, or a universal participation score; aggregate Chapter 9 status is NotAdjudicated.
RO	See Realization Orientation (RO).	Ch. 8	Relational Grammar abbreviation.
Shared Stewardship	Distributed responsibility for choices affecting a shared developmental subject.	Ch. 6	Does not establish consensus, legitimacy, or authority to decide for affected parties.
Slope	Observed synchronization rate: the fraction of the current CFS gap closed during one observation period.	Ch. 5	Slope is an observable. Under the baseline one-period recurrence, \(S_{t} = \beta\) algebraically; this equality does not independently identify or validate structural coupling. Slope is undefined at zero gap.
Specialized Critic Model	A dedicated or specially trained model assigned to identify specified unsafe, insecure, unreliable, or insufficiently supported behavior in another system.	Ch. 7, §7.3.10	Proposed role within accountable contestation; specialization establishes neither independence nor validated detection, and the governance arrangement is untested here.
Standing	A recognized entitlement to bring a claim into a governance process; concerns who may judge, represent, contest, or authorize claims.	Chs. 2 & 7	Standing is distinct from affectedness, participation, and decision authority.
Structural Feedback	Higher-burden feedback in which the realization relationship itself appears to change, not merely the values of its arguments.	Ch. 11	Requires separate evidence; do not infer from ordinary changes in P, Av, Ex, or Z.
Susceptibility	Conditional significance of contact once Reach exists: how a group is positioned to experience benefit, burden, displacement, dependency, error, or other consequences.	Ch. 4	Equal Reach does not imply equal Susceptibility; Chapter 7 names and symbolizes it without measuring or calibrating it.
Synchronization	The process by which a bounded capability–realization gap evolves over time under CFS applicability conditions.	Ch. 5	Not every institutional lag is a CFS gap.
Synthetic Principle Admission Test (SPAT)	Five admission checks: source anchoring; recurrence or constituent sufficiency; non-redundancy/discriminability; status inheritance; and a stated defeat condition or scope boundary.	Ch. 12, §12.6.2	Incomplete displayed treatment does not warrant promotion to canonical status.
Typed Relation	A connection between theoretical objects whose specified type records how they depend on or bear on one another.	Ch. 3	Connection does not erase differences between objects; relation types and dependencies remain revisable.
Underlying State	The state or condition that exists independently of whether it has been successfully observed or represented.	Ch. 10	Underlying State ≠ Observation.
Unified Gradual AGI Model	The book-level architecture integrating gradualness and graduality, realization, bounded dynamics, Optimization, governance, Participation, epistemic discipline, and feedback while preserving analytical boundaries.	Ch. 12	Unification is architectural, not algebraic; no new master score or fifth argument is introduced.
Uptake	An intermediate state in which a recognized act is taken up in a relevant process, decision, response, or pathway.	Ch. 8	Uptake ≠ realized effect.
Visible Form	Chapter 8’s ordinary descriptive label for how a Participatory Act appears or is observed before the Chapter 9 empirical apparatus is introduced.	Ch. 8	Chapter 8 uses Visible Form; Chapter 9 uses Act Form for its empirical Modality field.