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.
Epistemology — knowledge, belief and evidence — justification and rational credence, the value of knowledge, testimony, trust and expertise, and social and inductive-risk questions about evidence (group: philosophy).
28 of 371 QUESTION documents. Back to the full index.
| # | Title | Summary | Status |
|---|---|---|---|
| QUESTION-037 | When an argument is developed across sessions with collaborators who keep no memory, what makes it settle into a stable structure, and what can a project memory contribute? | The question of the owner’s manuscript “luria: nucleating an argument”, proposed on 2026-10-11 as a title. The reading of the title is the assistant’s, assembled from observations this record and luria’s had already made in separate places (workbench 2026/10/11). An answer has to say what stops an argument from settling, what the record adds that a draft does not, and what that addition costs. | Open |
| QUESTION-038 v2 | What turns a structure that persists into an anchor that later structure can be built on? | Raised by the owner’s reframing (CLAIM-185), which joins two conditions: a structure must persist, and it must be available to serve as an anchor. The first is not enough for the second. An answer names what availability takes, and how a record could tell an anchor from a structure that merely persists. | Open |
| QUESTION-047 v2 | Can a community of individually sound inquirers settle on a belief none of them reasoned their way to, as an organized whole can settle on a course none of its members intends, and which community-level mechanisms set it? | Filed in the fourth synthesis pass to give readings no question asked for a place in the argument. It bears on CLAIM-030, CLAIM-060, CLAIM-192 and QUESTION-049. THEORY-143, THEORY-148, THEORY-146 and THEORY-151 answer it in part; the body gives each one’s limit. | Open |
| QUESTION-064 | Does an anchor need endorsement as well as addressability, stable identity and discoverability: are entries the record has not accepted built on less than entries it has? | QUESTION-038 lists three candidates for what turns a persistent structure into an anchor. Clark and Chalmers’ criteria for an external resource that counts as part of a mind (LIT-097, read in NOTE-180) include endorsement, which QUESTION-038 lacks. The record has its own form of endorsement, Proposed against Active, so the question can be tested on the record’s citation graph. | Open |
| QUESTION-072 v4 | Does a project memory distribute credibility among an argument’s contributors, by making some contributors’ moves addressable and leaving others’ as unfiled turns, so that what gets a code gets cited and what does not is re-derived or lost? | Filed at the owner’s request, ahead of its readings: Fricker’s account of testimonial and hermeneutical injustice (LIT-1004) is registered unread in the same contribution. CLAIM-182 says addressability is what makes an anchor, and CLAIM-181 says the record’s grammar decides what can be filed. Together they imply that a contributor whose moves are filed gains standing in the argument that one whose moves are not does not. The question asks whether that happens, and whether it is a wrong in Fricker’s sense or only a bias in what persists. | Open |
| QUESTION-098 | When is an inferential structure worth filing: when does the reconstruction it is expected to save outweigh the cost of filing it, keeping it current and the risk of reusing it after it has gone stale? | The owner at U11: “the record could probably benefit from some content to the effect of computation-storage tradeoffs”. A11 posed filing as a decision under uncertainty about future use. QUESTION-038 asks how an anchor works. This asks when one is worth making. | Open |
| QUESTION-099 | Can a sequence of restatements keep an argument’s history recoverable in principle while making it infeasible to reconstruct? | A14 §2. CLAIM-191 reads drift across sessions as iterated transport with a weak return channel. This asks whether continuity can be lost with nothing deleted, because reconstructing it costs too much. | Open |
| QUESTION-105 v2 | What is the least an evolving inquiry must retain, beyond its current conclusions and a closed belief set, which do not fix its revisions, to support a stated family of future revisions, and does the optimal retained state look like provenance, dependencies and defeated alternatives, or like something else? | A5’s first question, A2’s closing question (“the minimal persistent representation that preserves an agent’s epistemic competence”) and A4’s rate-distortion form, from the exchange of 2026-10-14. QUESTION-003 asks the same thing of a translation and a fixed family of communicative decisions. This asks it of an inquiry whose decisions are revisions. | Open |
| QUESTION-107 | When does iterative query reformulation improve access to relevant evidence, and when does it entrench an initial interpretation by narrowing what is encountered next? | A21’s question. The owner suspected at U21 that agent harnesses rediscover old information retrieval: query expansion, relevance feedback, intent classification and slot filling. Classical IR named query drift (LIT-1079, unread). An agent that rewrites its own task adds TERM-056. | Open |
| QUESTION-108 | When a structured record does better than a summary, a transcript or a posterior on revision tasks, is it because it retains more, because what it retains is easier to reach, or because the operations a reviser needs are easier to perform on it? | A5’s second question, with A3’s question B and A4 §4’s decomposition: information retained, information accessible, information used correctly. The three are different findings, and a comparison that does not separate them cannot say which one CLAIM-295 rests on. | Open |
| QUESTION-109 | When does cue-dependent retrieval make bounded reasoning better, and when does it produce anchoring, path dependence or entrenchment? | A20’s question, after the owner tied addressing to anchoring bias at U20. The same selectivity that makes retrieval cheap can make the evidence a judgement sees depend on where it started. | Open |
| QUESTION-112 v3 | How should the sufficiency of a retained state be judged when the family of future decisions can itself change in response to what the inquiry finds? | The owner asked at U10 to “double click” on A8’s closing question: when does justificatory history add value beyond a sufficient current state? A10 answered that, so posed, it never does (CLAIM-300). What is left is this question. Sufficiency is relative to a decision family, and inquiry changes its own family. | Open |
| QUESTION-151 | Does the decoupling of reproducibility from convergence survive a consensus with memory, where a challenger must win repeatedly or evidence accumulates, and scientists can learn? | The promotion condition formerly on THEORY-295, moved here when THEORY-295 was narrowed to a consensus that a single test can replace and promoted on 2026-10-19 (ADR-047 v3). LIT-988 shows the decoupling only for a memoryless consensus and agents that do not learn. Whether a population that never pits the true model against the consensus still holds a reproducible false consensus once the consensus has memory is untested. | Open |
| QUESTION-173 | Does the free-riding structure of truth-and-obstinacy debate survive with more than two debaters or with strategies richer than fixed, memoryless premise and conclusion rules? | The promotion condition formerly on THEORY-290, moved here when THEORY-290 was narrowed to the two-debater, three-proposition model it was computed in and promoted on 2026-10-19 (ADR-047 v3). LIT-966 finds that debaters who value true belief but pay to revise free-ride on one another’s bold arguments, in a model with two players and fixed, memoryless strategies. Whether the structure holds for groups, or for debaters who can target a partner’s false beliefs, is not shown. | Open |
| QUESTION-184 | Do real groups whose members update by averaging reach a settled estimate that moves away from the truth as the largest influence weight grows, as DeGroot’s model predicts? | Filed when the promotion audit (batch 036, ADR-047 v2) narrowed and promoted THEORY-321 to the theorem within DeGroot’s model for a strongly connected society. The former promote_when asked for a case outside the model; this question holds it, together with a check of the theorem for societies with several closed groups. | Open |
| QUESTION-212 | Does a one-off random shock to a prediction-market price persist for weeks on other platforms and at real-money stakes, and do the traders come to believe the shocked price? | Filed when the promotion audit (batch 050, ADR-047 v3) narrowed and promoted THEORY-267 to what Rasooly and Rozzi measured on Manifold. The former promote_when asked for a second randomised experiment elsewhere, or a design that measures traders’ beliefs; this question holds it. | Open |
| QUESTION-253 v5 | In the coupled meaning–authority model, is authority’s effect on what becomes legible as evidence a third channel beside β and γ, a slower variable with an instability condition of its own, or is it already the commitment regime’s κ′, how far the prevailing interpretation bends the reading of the evidence? | A22 §4 of the exchange of 2026-10-20, on the owner’s U22 (legibility): “Authority can affect not merely how evidence is interpreted, but which facts become legible enough to count as evidence at all.” A22’s own caption: “The additional legibility layer is not a separately validated dynamical model.” The record’s model has two arrows (CLAIM-330) and a weight on the reading of evidence (CLAIM-340). This asks whether legibility adds a third state or renames the weight. It is the place where the record’s mathematics can test the owner’s new concept. | Answered |
| QUESTION-258 | Should a manuscript drawn from the record be chosen as a well-supported connected part of its argument, or as a smallest set of claims that changes what the argument can conclude, and what else must the choice preserve? | The owner’s question at U3 of the exchange of 2026-10-22: “whether manuscript assembly should optimize for a well-supported connected subgraph or for a minimal set of claims that changes the conclusions reachable from the existing graph”. A3 answered that both “fail as general definitions of manuscript value”. The record already says it does not generate manuscripts (CLAIM-178). This question asks what a choice of claims for one should optimize, and how to test that against the record’s own history. | Open |
| QUESTION-270 v4 | When can an organization hold an evaluation that is accurate, a consummatory process registering that an outcome no longer pleases or a process whose belief keeps predicting well, and still deny it the authority to revise pursuit or the collective judgement, and how is that told apart from the evaluation’s not being recognized at all? | From the exchange of 2026-10-24 (workbench entry of 2026-10-24, U23–U25). The owner asked “where does hedonic drive fit into our model?” and then “we have an operational characterization of feeling, wanting, liking… how about belief?” Both answers ended on the same question: an evaluation that is right, registered, and not consequential. It joins CLAIM-437’s wanting and liking, CLAIM-403’s ladder from access to uptake, and CASE-124’s legibility. | Open |
| QUESTION-279 v3 | What would certify that no remedy is available to an institutional arrangement, rather than that its present procedures failed to find, authorize or carry one out before the deadline? | A10 of the exchange of 2026-10-26, on the owner’s U10: the correctability frontier “reminds me of the ‘if I can’t find it, it isn’t there’ stuff. let’s poke out the resource-boundedness here.” CLAIM-312 holds that a failed search establishes unavailability, and absence only with a certificate that the unsearched remainder cannot hold the item. An institution’s “we cannot” is the same statement about remedies, and a court must decide whether to accept it. An answer says what such a certificate would be for a remedy, and who can issue it. | Open |
| QUESTION-285 | What organization turns an interaction into a measurement, a measurement into a record that something uses, and observation into inquiry, without a conscious investigator; and what keeps an apparatus that revises its own discriminations answerable to what it did not produce? | The owner’s U19 of the exchange of 2026-10-27: “let’s double click on the relationship between inquiry and interaction, since this might elucidate (or connect us to) a generic notion of observation/measurement that doesn’t require the presence of a conscious investigator … maybe I’m connecting us back to apparatus here?” A19 answered with a ladder of separable achievements (interaction, correlation, measurement, record, use, revision) and found the record already holding Rovelli, Pattee and the judgement–observation loop (CLAIM-341, CLAIM-342). The question asks for criteria at each rung, and for the condition that keeps the top rung from confirming itself. TERM-089 names the apparatus whose functions the rungs are. | Open |
| QUESTION-288 | Can preserving an inquiry’s justificatory history improve decisions beyond a current state that is sufficient for those decisions, and can such a state stop being sufficient when a source, the model or the decision family changes? | A8’s closing question, the part of QUESTION-112 that A10 answered, split off by the status review of 2026-10-27 under ADR-049, because CLAIM-300 (Active) settles it in full. While a state is sufficient for a decision family under a model, its history cannot improve those decisions. The state can stop being sufficient when a source is discredited, the model is revised or the family changes. | Answered |
| QUESTION-289 | Is an inquiry’s current set of conclusions, or its logically closed belief set, enough to retain to fix its future revisions, and if not, what must a single AGM change of a closed theory have besides the theory? | The lower edge of QUESTION-105, split off by the status review of 2026-10-27 under ADR-049, because CLAIM-294, THEORY-347 and THEORY-353 (all Active) settle it. No: two histories can agree on every current conclusion and call for different revisions, and two bases with one closure can revise to opposite conclusions. For one AGM change of a closed theory, what must be added is a selection function on its remainders, generated by a transitive relation when the supplementary postulates hold, or else a base. | Answered |
| QUESTION-315 | Does industrial selection, industry funding of researchers whose methods already favour its product, produce industry-favourable consensus in real research fields through those researchers’ productivity and their training of newcomers, rather than through funded researchers changing their methods or results, and does an independent funder that discounts industry-funded work counteract it? | The promotion condition formerly on THEORY-146, moved here when the eleventh status review narrowed THEORY-146 to what Holman and Bruner’s model and figures show and promoted it, as THEORY-285’s moved to QUESTION-303. The model shows the mechanism can work; whether real fields work this way is this question. | Open |
| QUESTION-322 | Does Fricker’s book state testimonial injustice as her 2003 paper and 2017 retrospective do, as a prejudiced misjudgement that is not deliberate with a pre-emptive form when a speaker’s word is never sought, and is there a wrong to a speaker as a knower, of the testimonial kind, that is deliberate or non-prejudiced and no different in its wrong from the ingenuous one? | The promotion condition formerly on THEORY-327, moved here when the twelfth status review narrowed it to Fricker’s two papers read in full and promoted it, as THEORY-285’s moved to QUESTION-303. | Open |
| QUESTION-356 | In a real community whose members’ private opinions are measured independently of what they express, does a small, persistently vocal minority go with a large silent share of the majority, and does that silence, rather than conversion or network geometry alone, account for most of the gap between expressed and private opinion? | The promotion condition formerly on THEORY-242, moved here when the status review of 2026-10-30 promoted it under ADR-065. Vilone and Polizzi’s result (LIT-939, read in NOTE-810) is simulation only, and they say the model “should also be validated with empirical data”. | Open |
| QUESTION-360 | When does a learned distinction become a concept rather than a discriminator or a habit (by being reused systematically, transferring to counterfactual cases, integrating with other capacities, or being correctable), is the transition graded or categorical, and how is a concept told apart from the organization that realizes it and from the thing it is about? | From the owner’s questions at U4 to U6 of the exchange “Analyze nucleation concepts” (2026-10-31): “how does our current position characterize the notion of a ‘concept’?”, “can we distinguish between a ‘concept’ and a ‘thing’?” and “how about ‘entity’?”. The assistant defined “concept” three times in three turns, each a little differently, which is the record’s signal to give it a code. A candidate term is filed beside it, Proposed (TERM-098); this question asks what would settle it. | Open |
| QUESTION-366 | Does an inquiry need the record of its own development to know its object, as Simondon’s method and its organization-studies readers hold, or only to revise its conclusions, which is what the record has shown? | Bencherki, Brummans and Vézy (2024, p. 1366), quoting Simondon, hold that research “consists in following the being in its genesis, in accomplishing the genesis of thought at the same time as the genesis of the object”, and Bencherki and Iliadis (proposition 4) that knowledge of an entity “should reflect on the way that knowledge itself has individuated”. The record has shown a narrower thing: an inquiry’s history is needed to fix its revisions (CLAIM-294), and a stabilized specification lets later inquiry proceed without repeating the history that made it (CLAIM-475). Whether the history is needed for anything besides revision is open, and an answer would also say whether the record’s objects are constituted by its inquiry in any sense beyond CLAIM-469’s operational one, which is CLAIM-476’s unanswered defeater. | Open |