Topics — What a work is about. Nucleation holds whatever reading the owner files here, whether or not an Anthology of the SOTA topic could also hold it; instruction for ML practice belongs to the anthology (ADR-048). The words are seeded from the clusters the reading-time triage of 2026-09-25 found, and grow by decision.
Agency — what it is to be an agent — goals, action, control and the capacity to act — in organisms, collectives or machines. An agent is not thereby an individual, a self or a person (ADR-024); how an agent’s behaviour is integrated is behavioral-integration, and governing oneself by one’s own standards is self-governance (group: philosophy).
37 of 371 QUESTION documents. Back to the full index.
| # | Title | Summary | Status |
|---|---|---|---|
| QUESTION-009 v4 | When does a pattern of coordination constitute an additional agent? | Asked from the first day (A8, A11) and never answered. The will paper sets it aside by supposing its agent (CLAIM-080), which is what made the paper writable. | Deferred |
| QUESTION-011 v2 | What makes a will-organization the agent’s own, rather than merely effective within it? | The ownership question. The authenticity line was built to answer it and was set aside with it at the audit of 2026-10-05; the paper now disclaims it (CLAIM-022). | Deferred |
| QUESTION-015 v2 | Given an independently warranted agent with several available action-generating regimes, what maintained relations govern which of them becomes practically effective? | The question the will paper answers, in its own words (Section 2). Answered by CLAIM-027, Active since 2026-10-28: accessibility, precedence, persistence, jurisdiction, suspension and transformation. The intervention test that would show it across realizers is CLAIM-027’s defeated_if, not yet run. | Answered |
| QUESTION-019 | What is it like to be Microsoft? | The owner’s first framing (U9): what, if anything, an organized whole such as a corporation is like from the inside, and in what sense its states are its own. Reframed by QUESTION-015 once the work narrowed from what a collective is to what organizes its action. | Superseded — by QUESTION-015 |
| QUESTION-032 v4 | Relative to a level of description and a target, what makes a factor of a system an agent, and what further makes it a willed agent? | The step after the threshold criterion and the drive profile. Once a system’s blocks are settled (QUESTION-035) and its drive is apportioned (QUESTION-033), which blocks are agents? It sharpens QUESTION-009 by making the answer relative to a level and a target, as the owner proposed on 2026-10-11, and asks for a test that can fail. | Open |
| QUESTION-033 v2 | In a system described at more than one level, does “who drives?” have an answer at a given level, and what kinds of answer are there? | The owner’s agency question of 2026-10-11, which follows from the threshold criterion (QUESTION-035): once a combined form is one system, which part or level, if any, drives it? The owner proposes a spectrum of kinds (top-down, bidirectional, emergent) and holds that the answer changes over time. It sharpens QUESTION-009 by asking about drive before asking about agency. | Open |
| QUESTION-034 | If an agent is a population of interests, what makes it act as one: bargaining among the interests, a change in which of them may act, or agreement among them? | The owner’s prompt of 2026-10-11: the self as a multi-agent system, connected to synchronization through temporal discounting, mindfulness and flow. It sharpens QUESTION-015 for the case the record already reads as a population (THEORY-067) and asks whether the three are three routes to integration, distinguished by what each does to the crossing of the interests’ valuations. Open: every answer filed is Proposed. | Open |
| QUESTION-035 v3 | Relative to a stated target, when is a combined form one system, where does its boundary lie, and how long does it last? | The question the dancing couple, the person and notebook, and the firm at its all-hands have each raised on 2026-10-11, now given a code at its third appearance. It sharpens QUESTION-009 (when does coordination constitute an additional agent) to the prior question of when it constitutes one system, and makes the target explicit, as CLAIM-152 requires. | Open |
| QUESTION-049 | When a corporation is said to know or intend something no member does, is the attribution tracking a mind the corporation has, or shaping the corporation to meet it? | An unmarked tension between two THEORYs the record holds, raised by the synthesis review of 2026-10-11. THEORY-139 (Pettit) says a corporation that forms its judgments through authorized avowal has a mind of its own. THEORY-137 (Tollefsen) says such attributions work largely by shaping the institution, whether or not it has a mind. It bears on whether a pattern of coordination is an additional agent (QUESTION-009). | Open |
| QUESTION-062 | Within a single decision, does a goal govern which response becomes effective by setting the terms of the competition among responses (threshold, starting point, inhibition) rather than by selecting one? | Filed in the fourth synthesis pass to give readings no question asked for a place in the argument. It bears on CLAIM-027, CLAIM-122 and QUESTION-054. THEORY-061, THEORY-068 and THEORY-059 answer it in part; the body gives each one’s limit. | Open |
| QUESTION-066 | Does the way a course of action is held, under felt external control or for the agent’s own reasons, set how long it persists once outside support is removed, with the agent’s valuation of the activity held fixed? | Filed in the fourth synthesis pass to give readings no question asked for a place in the argument. It bears on CLAIM-027, CLAIM-122 and CLAIM-089. THEORY-046, THEORY-049, THEORY-154 and THEORY-077 answer it in part; the body gives each one’s limit. | Open |
| QUESTION-068 | Would settling whose a will-organization is settle the agent’s accountability for what it does, or does accountability need conditions, such as normative competence and avoidability, that ownership does not supply? | Filed in the fourth synthesis pass to give readings no question asked for a place in the argument. It bears on QUESTION-011, CLAIM-022 and CLAIM-016. THEORY-118, THEORY-119, THEORY-122 and THEORY-147 answer it in part; the body gives each one’s limit. Deferred with its line. | Deferred |
| QUESTION-070 v5 | When an organized whole manipulates, as a learning system exploiting documented biases or a network of state channels does, is it the same wrong when no member intends to manipulate, and whose agency does the wrong run through? | Most definitions of manipulation now filed build in a manipulator’s intent, though Noggle’s survey treats that requirement as contested and asks this question’s first part of a selecting algorithm. The record holds two read cases in which the influencer is an organized system: an AI agent that learned to exploit biases (LIT-179) and a state’s tiered network of information channels (LIT-084). CLAIM-030 says an organized whole’s operative intention is not its members’ intentions. The question asks whether manipulation can then belong to the whole, with no manipulative intent in any member. | Open |
| QUESTION-071 v6 | Can a will-organization be manipulated without anything in its present structure showing it, and if so, what in its history would have to be recorded to tell a manipulated will from one that is merely effective? | CLAIM-022 says explaining practical efficacy does not settle whose the will is. THEORY-040 says any condition stated in present psychological structure is met by a manipulated agent. Together they ask whether the will line’s account, which describes organization as it now is, can tell manipulation at all. Asked on the will line so that the question can be worked on without reopening the set-aside authenticity line, where CLAIM-016’s manipulation defeater sits. | Open |
| QUESTION-077 | Is agreement among an agent’s interests produced by coupling, as when each sees and follows the current majority, a different kind of integration from agreement because their valuations coincide? | Drawn by the assistant from CASE-074 and filed at the owner’s request. A crowd that can see its running vote tally comes to agree by herding, and its members’ preferences need not change. CLAIM-162 defines synchronization as valuations that coincide. The question is whether agreement by coupling is a third route to acting as one, beside agreement by coinciding valuation (flow) and a change in which interest may act (CLAIM-156). | Open |
| QUESTION-078 v2 | If an agent’s interests need not synchronize to act as one, can differentiated interests keep distinct roles, boundaries and pathways of influence within a stable or metastable pattern of coordination, and what collective variable would show it? | From an interlocutor’s reading of LIT-638 against CLAIM-163, relayed by the owner on 2026-10-12: whether integration of an agent’s interests is synchronization or coordination of differentiated parts. It refines QUESTION-034 and bears on CLAIM-162 and CLAIM-163. Filed as advice. | Open |
| QUESTION-082 | When a polity is steered by polling, whose reasons do its decisions carry: its members’, its own, or none? | Raised by the owner on 2026-10-13, in conversation, as an implication of CLAIM-030 for “how modern politics leans so heavily on polling data”, and sharpened by the owner from a whole’s good to a whole’s reasons. A poll aggregates members’ conclusions one question at a time. On THEORY-127 that cannot in general yield a collective whose verdicts its own reasons support, and on THEORY-131 and THEORY-139 a collective’s reasons are made by its procedures, not sampled from its members. What would count as an answer is in the body. | Open |
| QUESTION-093 v3 | Which of predictive autonomy, interventional autonomy, organizational closure and self-individuation must a coalition of processes have before it is a higher-level agent and not a convenient aggregate, and, beyond an effective-information advantage without closure or self-individuation, which of them can it have without the others? | A11’s Q3 with A10 §4.1’s three criteria, sharpening QUESTION-009 (Deferred) into separable conditions. The record’s reification rule (CLAIM-154) prices the first. CLAIM-170 makes agents a factorization relative to a level. An effective-information advantage without closure or self-individuation is QUESTION-250, Answered. Which criteria are necessary, and whether the others come apart, is open, and r/place (CASE-079) offers coalitions on which to test it. | Open |
| QUESTION-097 | When does a distinction an organized agent can observe correspond to an intervention it can perform, and when do the two come apart? | A18’s eighth candidate. The exchange had been saying “observable” where the issue was sometimes action. Observational and action-relative equivalence need not coincide. | Open |
| QUESTION-101 | When does whether a resource is available for an action depend on the organization of an agent–environment system rather than on what any one member knows or can do? | A17 §9, from the owner’s EMT case (CASE-085). The team knew the drug was stocked, the box encoded where, and neither got it to the medic in time. Hutchins’s distributed cognition (LIT-1060, unread) is the tradition that asks this. | Open |
| QUESTION-119 | When a diffusely organized population with no procedure for collective judgment is credited with a stance, or with an effect on an outside institution, when is the credit due to the population as organized, and when is it a biased sample of what some members said or did? | A5 §3 and A7 of the exchange of 2026-10-16, on a fanbase that “hates” its owner and on the Juggernaut line. CLAIM-030 and CLAIM-271 say a collective’s intention or reasons can differ from its members’; both assume an organization that forms them. A fanbase has none, yet it can show a public stance, and fan activity changed a film. An answer says what separates a collective-level stance or effect from amplification by an unrepresentative few, and whether “publicly attributable orientation” is weaker than CLAIM-030’s operative intention. | Open |
| QUESTION-121 v2 | Within a single mind, what plays the part of the operator model’s independent scoring: what evidence reaches a judgement–observation loop, or what scores it, without passing through the interpretation it tests, and does any of it survive the loss of all action? | Left open by CLAIM-342, which says what anchors a judgement–observation loop is evidence whose arrival or scoring does not pass through the interpretation it tests, as Regime B’s independent scoring does in CLAIM-330. In a population of operators that scoring can be supplied from outside. In one mind it has to come from somewhere, and if it needs action, CLAIM-339 wins. Filed with five candidates from the record. It separates two things the locked-in case runs together: evidence the loop did not select, which a paralysed person still receives, and contingency between intention and outcome, which they lose. | Open |
| QUESTION-122 | Can a deep network during training have meaningful affect-like states, such as frustration of its demands, and to which unit, the network, the network–optimizer pair or the training process, would they belong? | The owner’s, U30 of the exchange of 2026-10-17: “the possibility of meaningful affective states attributable to a deep neural network specifically during training”. A30: the framework supports “a meaningful, qualified notion of training-time affective organization” and not “the conclusion that a neural network feels distress”. U31 added the bearer half, and CLAIM-367 answers it for conventional training, in part. U33 moved the primitive from distress to frustration (CLAIM-368). An answer says what training-time condition, if any, is affect-like, and whose. Organizational-affect is the natural line, set aside; whether it reopens is the owner’s decision, not made here. | Open |
| QUESTION-123 | How should an organization’s demands be tracked across differentiation, branching, merging and changes of organizational identity, when no one-to-one correspondence between earlier and later demands exists? | A39’s, from the exchange of 2026-10-17: “How should demands be tracked across differentiation, branching, merging, and changes of organizational identity?” CLAIM-361 judges relief against a fixed reference set of demands under an explicit correspondence between earlier and later demands. When the processes that bear the demands split or merge, that correspondence may not be a bijection, and CLAIM-287 says the continuity it would follow can branch and is not an identity relation. An answer says what structure the correspondence has, and how relief is judged through it. | Open |
| QUESTION-126 | Does an organization’s actual allocation of authority track the demands that bind its feasible adaptation, or does it systematically privilege something else? | A35 §3.2 of the exchange of 2026-10-17, worded there: “Does the organization’s actual allocation of authority track the demands that constrain its feasible adaptation, or does it systematically privilege something else?” The dual of the frustration residual (CLAIM-365) picks out, by its multipliers λ, the combination of demands that binds; the operator model’s weights w are the influence governance actually grants (TERM-053). A35: “these dual multipliers are not endorsement weights.” An answer measures both in one organization and says whether w follows λ, and if not what it follows instead. | Open |
| QUESTION-128 | Does the record’s organizational account give a path to normativity from first principles: can norms of function and failure be defined from an organization’s own dynamics, and what more do practical and moral authority need? | The owner’s, U16 of the exchange of 2026-10-17: “does our account provide or perhaps at least allude to a path towards an account of normativity from first principles?” A16: “a plausible route from physical dynamics to system-relative norms of functioning and failure. It does not yet derive moral or rational authority from physical first principles.” The record holds the limit (CLAIM-075), the candidate readings (THEORY-071, THEORY-220, THEORY-628, THEORY-217) and a narrower question (QUESTION-087), but not the question. Filed in will-organization. Its cross-agent half is the authenticity line’s, whose blurb names “normativity across the scales an agent spans” and which was set aside on 2026-10-05; whether that line reopens is the owner’s decision, not made here. An answer is a model that defines function from the dynamics and tells it from mere contribution to persistence, and an account of what a standard needs beyond it. | Open |
| QUESTION-131 | How does structural frustration among jointly incompatible demands relate to operative thwarting of a constituent’s demands, and under what conditions can one occur without the other? | Raised in the reviews the owner relayed on 2026-10-18, after the filing of the exchange of 2026-10-17. Structural frustration has a settled formal definition: a collection of demands is structurally frustrated when no outcome attainable under the specified constraints meets them all, S ∉ 𝒦(𝒪; D) (CLAIM-347). What is open is how it relates to operative thwarting, where a particular constituent’s live demand is counteracted by an identifiable constraint or countervailing process. Physics frustration (CLAIM-153) is the structural sense, and self-determination theory’s need thwarting (THEORY-052) the operative one. An answer says when structural incompatibility shows up as thwarting, whether thwarting can occur where joint satisfaction is possible, and what evidence attributes either to a bearer. Merely failing to realize an attainable set of requirements is neither. | Open |
| QUESTION-152 | Does the impossibility of robustly rational proposition-wise aggregation extend from categorical judgments to corporate attitudes in general: degrees of belief, desires, intentions or emotions? | The second clause of THEORY-127’s former promote_when. On 2026-10-19 THEORY-127 was promoted, narrowed, after the record re-derived Proposition 3 of List and Pettit (2006) for categorical judgments. List (2014), LIT-700, makes holistic supervenience the mark of corporate attitudes in general. Neither paper proves the impossibility for attitudes other than binary judgments, and the record holds no such result. | Open |
| QUESTION-228 | Run on real systems, does Kenton et al.’s interventional procedure give the verdicts its definition of agency predicts, for a thermostat with and without its design process, an RL policy with and without its training loop, and a human, and does it separate an accidentally optimal input-output system from an agent where a compression test does not, under a principled choice of variables? | The promotion condition formerly on THEORY-527. THEORY-527 was narrowed to Kenton et al.’s recovery theorem, stated on their definition of agents, and promoted on 2026-10-20 (ADR-047 v2). Whether that definition picks out agency, and whether the procedure can be run on real systems, is open. | Open |
| QUESTION-250 | Can a macro description of a known mechanism have interventional autonomy, an effective-information advantage over its micro description, without organizational closure or self-individuation? | The part of QUESTION-093 that Hoel, Albantakis & Tononi settle, split off under ADR-049 and answered Yes by THEORY-222. With uniform interventions imposed separately at each level, a coarse-grained macro of a known discrete mechanism can have more effective information than its micro, in systems that maintain nothing and with a grouping an analyst chose. Which criteria a higher-level agent needs stays with QUESTION-093. | Answered |
| QUESTION-260 | Under what conditions is an organizational perspective constitutive of an agent’s practical organization, rather than one of the perspectives that influence the agent, and can a perspective be agentic in its own right under the record’s competing criteria of agency? | A38’s closing question in the branch of the exchange of 2026-10-22, as A39 phrased it for the record. A martial tradition influences a fighter; a professional perspective influences an engineer, who can refuse it. When is a perspective the agent’s own, and when is it a resource or constraint the agent works through? It refines QUESTION-093, which asks what a coalition of processes needs before it is a higher-level agent. | Open |
| QUESTION-304 | Does acting as one require that an agent’s interests synchronize? | The first side of QUESTION-078, split off by the ninth status review under ADR-049 because CLAIM-261 (Active) settles it: no. An agent acting under internal conflict acts as one while its interests stay divided, which TERM-050 calls integration by arbitration. Whether differentiated interests keep distinct roles, boundaries and pathways in a stable pattern of coordination, and what collective variable would show it, stays QUESTION-078’s. | Answered |
| QUESTION-337 | Does payoff-driven phase synchronisation still form along the strong couplings, and still turn those groups into units that switch as one, when modules overlap or constraints are frustrated, or when entrainment runs through the units’ outputs rather than a payoff gradient on phase? | The promotion condition formerly on THEORY-265, moved here when the sixteenth status review promoted it on ADR-047’s ruling on one study. The model was run on one clean game; whether the mechanism survives overlap, frustration or output coupling is open scope nobody asserts, and it is this question. | Open |
| QUESTION-362 | Which predictive and causal query capabilities are implied by competence across specified goal families, which are available to the agent under its actual resource constraints, and which require distinct internal modeling mechanisms; and under what conditions can those mechanisms and capabilities be maintained, revised or reconstructed endogenously? | The owner’s question at the second review of the filing of the exchange “Analyze nucleation concepts” (2026-10-31). The record’s world-model thesis (CLAIM-519) and its counter from Richens et al. (CLAIM-513) disagree less than they seem, because “world model” names several things. This question separates them so that the record can investigate each without presupposing that one is fundamental. | Open |
| QUESTION-365 | When a conflict among an agent’s processes is settled neither by local accommodation nor by escalation, can it be settled by another organization taking up the demand the agent’s arbitration leaves ungranted, and what would tell that apart from suppression of the demand or a change in the agent’s own arbitration? | Filed 2026-10-31 from Bencherki, Brummans and Vézy (2024) and Bencherki (2017), after Simondon. The record settles conflict among an agent’s processes in two ways, locally or by escalation (CLAIM-358), and holds conflict to be the gap between the precedence a motive claims and the authority it is granted (CLAIM-484). The readings propose a third: the ungranted demand is taken up by a collective the agent joins or forms. The record has no place for it, because its account of will is indexed to a given agent (CLAIM-080). | Open |
| QUESTION-367 | Is an agent’s representation of its own capacity to control a process a condition of that capacity’s efficacy, and so one of the relations a will-organization maintains, or only its accompaniment, and what intervention would tell the two apart? | Filed 2026-11-01 from Metzinger’s work on mental autonomy. In 2015 (LIT-1941) he holds that mind-wandering loses not the ability to stop one’s own thinking but its representation in the self-model, and that “one can only deliberately and autonomously exert an ability if that ability is explicitly represented” (THEORY-1300). In 2017 (LIT-1945) he says the data cannot decide whether that representation constitutes the control, enables it, or only accompanies it (THEORY-1296). The record’s six relations (CLAIM-027) are all relations among regimes; none is the agent’s representation of a regime. If the first answer is right, the will-organization includes a self-representational relation the record has not named. | Open |
| QUESTION-370 | Do the concepts a language model’s workspace makes reportable across an Assistant episode share an episode-level mixture, so that an LDA-style admixture over J-lens readouts predicts their co-occurrence better than one persona selected per conversation and better than independent draws per position; does intervening on the inferred mixture change which concepts reach report while leaving the consumers that bypass the workspace unchanged; and if two models matched on persona distribution and mixture differ under such interventions, whose will-organization is that difference: the simulated Assistant’s, the network’s or the deployed system’s? | From the owner’s U10 and U12 of the exchange “Assess SDT Coverage” (2026-11-02): “the J-Space is basically this kind of LDA”, and H2, not H1, is the LDA because of the Dirichlet over each episode’s mixture (CLAIM-536). With U9’s question, how to read an LDA as will-organization under the Persona Selection Model. The paper is held and read (LIT-1347, NOTE-1069). At the level of a concept the analogy holds, as the owner put it at review: “J-space is a concept space. concepts are distributions over words. concepts are directions in a word space.” What keeps it a question: the paper fits no episode-level mixture, concepts combine additively in logits rather than as a mixture, and the workspace’s privilege is selective, where an LDA topic mediates every word. | Open |