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.
Complex systems — emergence, information decomposition, individuality, self-organization — how collective behaviour arises from parts.
34 of 191 CASE documents. Back to the full index.
| # | Title | Summary | Status |
|---|---|---|---|
| CASE-034 | The thermostat and the adaptive controller | Systems that regulate, and even alter their own regulatory parameters, without warranting attribution of an agent. The stock counterexample to will as regulation. | Active |
| CASE-036 v2 | Northstar emergency governance that sustains itself | A service failure activates emergency governance whose restrictions defer maintenance, generating anomalies that satisfy the emergency criteria and keep the restrictions in place (Section 6.1). | Active |
| CASE-074 v2 | Twitch Plays Pokémon in democracy mode, with the running tally shown while the votes come in | The crowd of CASE-075 in democracy mode. Each move is the button that collects the most votes in a short window, and the running tally is shown while the votes arrive, so the current majority can sway the votes still coming. The owner judges it a better demonstration of a population with drift-diffusion decision dynamics than anarchy mode. Showing the tally adds feedback, and feedback moves the dynamics toward winner-take-all. | Active |
| CASE-075 | Twitch Plays Pokémon in anarchy mode: one avatar steered through the map by the running aggregate of a crowd’s inputs | In February 2014 a stream let everyone in its chat play one copy of Pokémon Red at once, with every typed button press executed in turn. The owner offers its navigation as a working approximation of an agent made of a population whose decisions follow drift-diffusion dynamics. The crowd’s direction reorganizes continuously and is not switched. The record holds no source for the case yet. | Active |
| CASE-078 v2 | Who keeps placing on r/place: the proposed survival analysis of the released placement logs, testing whether participants return while their art survives and whether unaffiliated placement cools | Proposed by the owner on 2026-10-13, not run. On the released 2017, 2022 and 2023 logs, model each participant’s hazard of stopping, with the survival of the art they placed into as a time-varying covariate, and estimate the rate of placements that fit no artwork over the event. The main threat is reverse causality: persistent defenders keep their art alive. So the design leans on destruction the participant did not cause, such as the 2022 moderator wipes and large raids. It is the test named in CLAIM-274’s defeater. | Active |
| CASE-079 | r/place: a shared pixel canvas on which each Reddit user could place one pixel at a time under a cooldown, and communities coordinated off the canvas to build, defend and overwrite images | The owner proposed it at U8 of the 2026-10-13 exchange: “every user can modify a single pixel once, and different subreddits coordinated to present certain images or even warred amongst each other over regions of the canvas”. Reddit ran it in 2017, 2022 and 2023, and released the 2022 placement log. A8 read it as the exchange’s two canvases made visible: the pixels as the meaning canvas, the plans, templates and alliances off the canvas as the influence canvas. First time the thing turns up in the record. The event and the data are documented. The readings of them are proposals. | Active |
| CASE-092 v3 | A minimal coupled meaning–influence model: two hypotheses, two retrieval specialists, a fixed balanced corpus, queries set by the dominant interpretation and endorsement updated from apparent retrieval success | A22 §7 and A23 §XI, a simulation not yet built. It is how QUESTION-100 would be answered and CLAIM-297 tested, and what CLAIM-278 asks of the operator framework: a prediction a simpler model does not make. | Active |
| CASE-099 | The two-hypothesis coupled meaning–influence model linearized at its symmetric state: a meaning bias m and an authority bias a, each stable alone, coupled by authority shaping interpretation (β) and interpretation shaping endorsement (γ) | A14 §2 of the exchange of 2026-10-16. Near the symmetric state of the two-hypothesis, two-specialist model, (m, a) evolves by a 2×2 matrix J = [[α, β], [γ, δ]] plus noise. With nonnegative entries and α, δ < 1, the symmetric state is unstable exactly when βγ > (1 − α)(1 − δ), and the unstable direction mixes meaning and authority. Checked here. A construction about a linearization, not a fitted or simulated result. | Active |
| CASE-106 | The two-hypothesis linearization with endorsement scored on committed predictions: when the shared meaning bends the specialists’ predictions with weight κ and the reading of the evidence with weight κ′, the coupling of interpretation to endorsement is γ = 4ηs(κ′ − κ̄) | Built for QUESTION-121’s formal question: is scoring operators on predictions committed before the evidence equivalent to Regime B? The construction keeps CASE-099’s two-hypothesis linearization and replaces the score with squared error between each specialist’s committed prediction and the evidence as read. The coupling γ then has the sign of κ′ − κ̄: corrective when the interpretation bends the predictions more than the reading of the evidence, null when equally, capturing when less. Checked symbolically, and the stability conditions against 200,000 random draws. Fictional by construction. | Active |
| CASE-111 | A fold in boundary maintenance: in ḃ = μb + κb² − b³ with cooperative repair (κ > 0), an unmaintained and a maintained state are both stable for −κ²/4 < μ < 0, so maintenance lost past the fold is not restored by returning the parameter, and recovery slows to zero as the fold nears | A7 §4 of the exchange of 2026-10-17, after the owner’s “flesh this out further”: a normal form for the activity b that maintains a boundary, in which repair processes reinforce one another. Its equilibria, the bistable range, the hysteresis loop and the slowing of recovery at the fold are derived and rechecked here. It shows a capacity to maintain, and not only a state, being lost and not coming back when conditions do, which is CLAIM-099’s distinction in a model. A7’s own caveat: “This is a proposed minimal model, not an empirical fit.” THEORY-136 and THEORY-214 say why its early-warning consequence is weak evidence. Fictional by construction. | Active |
| CASE-112 v2 | Bistable authority with a tilt: in ẇ = μw − w³ + h, with w the balance of authority between two regimes and h a higher-order volition favouring one, for μ > 0 the operative regime changes only when |h| passes 2μ^{3/2}/(3√3), so a sincere and efficacious higher-order volition can move the balance without moving the regime, and which regime operates depends on the path of h | A8 §4 of the exchange of 2026-10-17, restated as A12’s Proposition 3 and kept in A15. The saddle-node threshold and the hysteresis are derived and rechecked here. A8: “It’s a countermodel showing why endorsement strength, effective governance, and behavioral transition can come apart.” A8’s “endorsement” is the reflective attitude, not the record’s TERM-053 sense, so h is called a higher-order volition. It models authority between regimes; it does not revive will as an attractor (TERM-003, Superseded). Fictional by construction. | Active |
| CASE-116 | Three finite-state systems that dissociate slowness, member regeneration and transmission: a slow flip register no member reads (second eigenvalue 0.98), a register members read and rewrite that forgets fast (second eigenvalue 0.2, nonzero intervention effect), and a rule passed through an archive between two episodes that never run together | A3 and A4 of the exchange of 2026-10-17, after the owner’s “continue” and “show me”. Arm A is slow and not endogenous; arm B is endogenous and not slow; arm C transmits a rule with no continuous operation. The eigenvalues and intervention effects are rechecked here. Arm A shows what CLAIM-327 and CLAIM-331 already say in words, that slowness is not sufficient; arm B is the new direction, that slowness is not necessary, and it holds only for weak maintenance, in A4’s words. Arm C is CLAIM-287’s dormant coalition and does not settle identity. Fictional by construction. | Active |
| CASE-117 v3 | Emergent specialization and recovery in a population of adaptive operators: identically parameterized operators whose contributions, influence and training opportunities co-evolve over a changing task distribution, compared across fixed and learned features, uniform, endorsement-based and contribution-based influence, coupled and decoupled training exposure, and imposed and endogenous diversity | The study proposed in the synthesis the owner relayed on 2026-10-18 for QUESTION-083 and the questions filed with it. Operators differ only by initialization and experience. It measures whether stable niches emerge, whether specialists recover after long irrelevance, and whether the organization adapts after losing a dominant specialist. The decisive comparison holds the final diversity of operator usage roughly fixed while changing the mechanism that produced it. Ordinary mixture-of-experts routing is the baseline. Even positive results would not show self-constitution (CLAIM-288). | Active |
| CASE-120 | Six units with uniform coupling, A = αI + β(11ᵀ − I): their sum is exactly dynamically independent at every coupling tried, while a single unit and the sum of three are not, and no grouping of the units is a weakly coupled block | The n-unit form of A5’s two-unit example in the exchange of 2026-10-19 on coarse-to-fine processes. The sum closes exactly; no proper group of units is a block. It is the closure-without-block cell of A5’s two-by-two table, and the system QUESTION-218 would test for compensation and entrainment. Fictional by construction. | Active |
| CASE-124 v2 | A maintained legibility lean as a third state of the linearized meaning–authority model: authority moves the lean r of the categories through which evidence is read, and r feeds interpretation or authority, with its own persistence λ | CASE-099’s two-variable linearization, meaning bias m and authority bias a, given a third state r: the lean of a maintained legibility regime, the categories, reporting requirements and evidence channels through which evidence becomes readable. Authority moves r (ε), r moves interpretation (ν) or authority (μ), and r persists at rate λ. Two witnesses, both checked: one in which the two-variable loop is stable and the three-variable one is not, and one in which the system is stable but r holds a lean long after m and a would have decayed without it. | Active |
| CASE-144 v2 | The evaluator that stops tracking: two populations of specialists with identical capabilities and task streams, one scored against independent outcomes and one by an evaluator that weights evidence agreeing with its previously favoured specialists, after a shift that makes a marginalized specialist uniquely competent | Proposed in the exchange of 2026-10-23, “Framework Overview Request”, at A5 (section 5) with A4’s “corrigibility trap”, after the owner asked which experiments could “kill multiple birds with one stone” (U4) and which questions simulation could answer (U5). One design bears on CASE-092, CASE-108 and CASE-117 at once, and separates four causes of a failure to adapt. A5’s central question: “Under what conditions does an organization become unable to recognize or act upon evidence that its own organization of interpretation and authority has rendered inconsequential?” Not run. | Active |
| CASE-145 v2 | Perspective without collective agency: populations given the same structured norms, categories or interpretive training, some interacting and some acquiring similar dispositions independently, with and without any mechanism for collective decision or coordinated intervention | Proposed at A4 of the exchange of 2026-10-23, “Framework Overview Request”, which called it “the most philosophically important new experiment”. It asks whether a distributed organizational perspective can be identified without attributing a further collective agent, CLAIM-418’s separation tested, and bears on QUESTION-260. A4’s condition: it helps only if it says in advance what distinguishes a shared perspective from correlated responses or learned norms. Not run. | Active |
| CASE-148 | Perspective transplantation: two populations matched in behaviour exchange different combinations of learned interpretive rules, specialist parameters, training histories, institutional rules and shared memory, and are then set where the transferred parts disagree with their new surroundings | Proposed at A4 of the exchange of 2026-10-23, “Framework Overview Request”, as an extension of CASE-101. It asks which components carry a perspective’s characteristic organization when it moves between carriers: CLAIM-417’s realization, character and lineage, tested by transfer. A4: “No transfer experiment can settle numerical identity merely by demonstrating causal continuity.” Not run. | Active |
| CASE-149 | Dancing to the same or different music, seen or unseen: in dyads facing each other, shared music and visual contact were removed independently, and each synchronized different movements of the pair | Bigand et al. (2024), LIT-1424, read in NOTE-1093. Filed from the owner’s exchange “Framework Overview Request” of 2026-10-23 as an external result meeting part of the aim of the proposed study CASE-045. In 35 dyads, shared music and visual contact were varied in a 2 × 2 design; each raised synchrony in different movement components, with no interaction, and the timing of the synchrony could not tell the two apart. Not shown: the direction of coupling, a perturbation response, or anything about trained partner dancing with touch. | Active |
| CASE-153 v2 | The self-protecting sentry: a hidden world, safe or dangerous, a sentry process that favours sheltering and can block inspection with weight κg, an investigator that favours inspecting, which reveals the state with 90% accuracy at a small cost; train in danger, switch to safety, and compare a Bayesian baseline, a habit baseline, the learned-authority model, an independent audit and a protected investigator, then cross governance feedback, evidence restriction and correction rights in a 2×2×2 design | Proposed in the exchange of 2026-10-23 (workbench entry of 2026-10-24, U17), after the owner asked to “brainstorm some minimal toy models we could apply to simulate our abstraction for experiments. there may also be some readily available options that fit our constraints already.” The smallest model of the protective lock-in in CLAIM-446, built on CASE-092 and CASE-099. At U18 the owner pointed to CASE-124 as the better core, and the exchange moved there (CASE-156). Not run. | Active |
| CASE-156 v2 | A legibility filter as the ν of the meaning–authority–legibility model: in a safe world where 15% of raw cues are alarms, an admission rule P(admit | y, r) = σ(c + χry) with c = 0 and χr = 2 admits 88.1% of alarms and 11.9% of reassurances, so 56.6% of the admitted record is alarms with the world and the sensors unchanged; at symmetry the mean admitted evidence is χσ′(c)r to first order, so ν = η_m χ σ′(c); and r_t = λᵗr₀ + ε Σ λ^(t−1−j) a_j is an exponentially weighted history of authority | From the exchange of 2026-10-24 (workbench entry of 2026-10-24, U18–U19). The owner: “i think we already have a three variable system somewhere, where the third component is described as legibility”, then “flesh this out further”. A microfoundation for one of CASE-124’s abstract couplings: selective admission of evidence, checked when filed. It gives r an observational semantics and reads r as the memory of past authority. Selection-aware inference is the control that the pathology has to beat. | Active |
| CASE-158 v2 | Audited governance against a contextual router after a reversal of expertise: specialist denoisers with frozen, separately trained operators propose for one shared latent at each step, and spatial grants are revised from independent held-out probes of every proposal, available only from the next episode, against a fixed allocation, a conformity-scored allocation and a contextual mixture-of-experts router; the question is whether governance does anything a router does not, and under full-information audits the record predicts it cannot | Proposed at A46 and reported at A47 of the exchange of 2026-10-24, continued, after the owner’s “close the loop”. It is CASE-144’s design, run without citing it, with competence frozen so that only the allocation learns, and with a conventional router added as the rival that CLAIM-278 requires. A47 reported that the router won on every seed. Its results come from a sandbox the share does not carry, and the record has not run it. What would make it informative is one arm per failure of QUESTION-271. | Active |
| CASE-160 v2 | Interacting accumulators on an influence network: if each perspective’s continuous support for one of two interpretations follows dxᵢ = [dᵢ − λxᵢ + κ Σⱼ Wᵢⱼxⱼ]dτ + noise, with W irreducible and row-stochastic and ℓ its left eigenvector, then ℓᵀ(κW − λI) = (κ − λ)ℓᵀ, so the ℓ-weighted support L = ℓ·x is exactly an Ornstein–Uhlenbeck process with drift ℓ·d, rate κ − λ and variance ℓᵀΣℓ, and a drift-diffusion process at κ = λ; with tanh coupling and member noise the transition is at κ_c = λ/E[sech² ε], not at κ = λ | From the continuation of the exchange of 2026-10-24 (U28–U47). A36 derived it as the answer to the owner’s U34 hypothesis, and A37, A42, A43 and A44 restated it as the population simulator’s unit test. The case formalizes CASE-074’s crowd as a linear network of accumulators: the hidden tally is the balanced case, the visible tally positive feedback. The closure is THEORY-733’s, the variance THEORY-321’s influence concentration and the balance THEORY-068’s, a combination no source makes. Checked when filed, and the reply’s nonlinear transition corrected. | Active |
| CASE-161 v2 | Reciprocally produced, externally reset and feedback-only governing rules in a 32-member population: with ordinary trajectories identical, reciprocal production repairs the loss of one rule and not of both and fails after producer outages of 36 updates for audit and 40 for admission, after an audit-rule pulse the next audit integrity is 1.00, 0.18 and 0.00 in the three arrangements, and a self-dependent production graph does not regenerate a zeroed rule | Versions 1.6 and 1.7 of the Perspective Population Lab, dmarx/PerspectiveLab@7e2edc2. Two governing rules, the integrity of audit and of evidence admission, are kept up in three ways in the same 32-member population. Ordinary operation cannot tell the three apart, and loss, repair and producer interventions do. It carries CASE-126’s second construction to a stochastic population with a different production law: here reciprocal production repairs a single loss, where the case’s closed pair collapses. | Active |
| CASE-162 v2 | Capture and selectively admitted evidence in two lab realizations: in a four-variable model of authority, record and competence the equilibrium fold under self-scoring is at c ≈ 0.4247 while the declared history is trapped from c ≈ 0.4469, and in a 32-member event-level population, admission of cues that depends on the record reverses the sign of the admitted evidence and leaves the worse alternative in charge in 41 of 64 worlds, which exact inverse-propensity weighting brings to 0 of 64 below full selectivity | Versions 1.1 to 1.3 of the Perspective Population Lab, now held as dmarx/PerspectiveLab@7e2edc2. v1.2 is a deterministic four-variable model whose analytic fold and whose trapping of a declared history come apart. v1.3 is a separately coded event-level population in which the filtering of CASE-156 runs on sampled cues, and a known-propensity evaluator undoes it while admission stays positive. v1.1 adds capture and selective audits to CASE-158’s design, and the router still wins. The sign reversal is CASE-156’s; what is new is two running realizations, with their code. | Active |
| CASE-164 | A 192-state organization on which one kernel gives several closure verdicts: the description by agents and phase is informationally closed on the intact support and fails global strong lumpability, its deficiency for the next pair of rule integrities under a declared intervention mixture is 0.55·H₂(1/3) ≈ 0.5051 bits and zero once the maintenance mode is kept, and finite-sample predictive gains misread both a positive and a zero information defect | v1.8 of the Perspective Population Lab, dmarx/PerspectiveLab@7e2edc2: a finite organization small enough to enumerate, on which the senses of closure of TERM-068 are computed exactly side by side. The maintenance mode plays CASE-125’s hidden bit: the intact dynamics are the same in every mode, and five of six interventions part them. v1.9, at @9f82bfd, calibrates finite-sample predictive gains against the exact values. It recombines distinctions the record already holds and claims no new theorem. | Proposed |
| CASE-166 | Northstar as a multilevel simulation: twelve employees with fixed frames in four departments form overlapping working groups that keep records and can receive delegated authority; as reported, a working group with delegated authority ties a conventional router given the same information and authority, nearly all of its advantage over departmental silos comes from fast authorization, and keeping the incident team’s records through a commander handoff improves the company’s estimate of its own state about eightfold while barely changing what it does | The owner’s idea at T18 of the exchange “Experimental Infrastructure Review”: “maybe employees are “pre-perspectives” or sub-perspectives, which can reorganize amongst themselves to form the perspectives that influence the higher level organizational behavior”. T19 designed it and T20 reported running it as “PerspectiveLab v2.11 — Northstar”. It is Northstar (CASE-023) with CASE-134’s handoff as one arm, and it adds the contrast CASE-134 lacks: the team’s records kept or erased. The page carries no files and the lab holds no v2.10 or v2.11, so every number is reported, not reproduced. Not shown: that any organizational perspective emerged, which T20 itself denies. | Proposed |
| CASE-178 v3 | How the record’s grammar grows: after its scaffold, this record filed documents on all 32 days, added vocabulary terms on 18, fields or relations to schemes on 8, whole vocabularies on 3, schemes on 1 and a remote project on 1, so the owner’s ordering of levels holds by frequency; but each refinement came in the same pull request as the documents that needed it and, nine times in ten, an ADR, so the levels are rarer events of one loop of work, not slower processes of their own, and the grammar’s rates fell while filing rose | Run on 2026-10-27 at the owner’s direction, after CASE-180: “some of the most important rates are when and how schema refinement happens”, with the ordering documents, vocabularies, scheme fields, schemes, projects. scratch/formal/schema_rates.py reads every change to luria.yaml in this record, in luria’s own and in strata-g’s. The ordering holds by days with an event. How the refinement happens: on demand, by decision, and nested, the rarer level arriving with the commoner ones in one pull request. | Active |
| CASE-179 v2 | A proposed study: one network of locally described units in which physical coupling, the correspondence maps that say which local states agree, and the apparatus that revises those maps are manipulated independently, to find which of compatibility, attraction, effective boundary constraint, persistent individuation and reliable revision come apart, and how much each costs to establish | The experiment the owner’s review of the pull request named as “the cleanest way to investigate the central claim that interacting processes can generate the conditions of their own further organization”, put together from A22 §10 and A23 §XIII of the exchange of 2026-10-27. It has three independent manipulations: the physical coupling, the correspondence maps, and whether and how an apparatus may revise those maps. Its readouts are global compatibility, attraction, effective boundary laws, robustness under intervention, the cost of recovering the structure, and whether revision improves prediction on interventions the apparatus did not choose. Not run. | Active |
| CASE-180 v2 | The record’s own rates: over its first fifty days, measured from git, an entry’s prose is revised about once in 22 days once drafting is over, its status once in 128, an authored relation gained or lost once in 132 and an authored relation retracted once in about 600, while no relation type has been redeclared; the layers’ event rates are ordered as the exchange guessed, but only after the first day, when all of them change together, and the grammar is slow to revise without being slow to grow | Run on 2026-10-27 at the owner’s request (“run your measurements against the record”), for the rate reading A12 and A13 gave luria’s layers and that CLAIM-476 left untested. Every non-merge commit to this record, read by scratch/formal/record_rates.py at commit a357048. The ordering (prose, then standing, then relations, then the grammar’s types) holds in aggregate rates, by one to two orders of magnitude. It does not hold in the first day after filing, or for every scheme, and the machine’s validation runs at the rate of the edits it follows, not on a scale of its own. | Active |
| CASE-186 v2 | A proposed study: an organization in a world whose hidden regime reverses and then leaves its hypothesis family, with evidence generation, admission and scoring separately lesionable, its diagnostic machinery maintained by its own reciprocal production, from outside, or not at all, and finite fuel shared among operation, maintenance and diagnosis, to find whether a second correction after injury to the diagnostic and copying machinery separates arrangements that correct the first failure alike | The CASE A22 proposed and A23 wrote out at the owner’s “flesh out the proposed CASE”, in the exchange “Analyze nucleation concepts” (2026-10-31), under A23’s title “Maintained Inquiry Under Interpretive Capture, Productive Damage, and Environmental Novelty”. Its admission × scoring arms repeat CASE-162’s, and its double-lesion prediction is CASE-161’s finding. What is new is the primary endpoint, a second correction after the machinery is injured; an environment that leaves the hypothesis family; and external restoration that is paid for. Not run. The analytic error rates hold only where admission is protected. | Active |
| CASE-189 | Two constructions of a maintained organization: two constraints producing each other with saturating production and turnover hold a three-unit coupling, with a box invariant under damage up to 0.4, a saddle-node at damage 0.5 and extinction above it; and a transient encounter that forms a connector enabling that reciprocal production, after which the connector is maintained by what it enables, every single-pathway knockout ends it, and the regime ends in a saddle-node at damage ≈ 0.691 where the coupling’s gap is still ≈ 0.989 | From A9 §4, A10 §2–5, A11 §2–5 and A12 §2–6 of the exchange “Analyze nucleation concepts” (2026-10-31), after the owner’s “try to progress the theoretical program” and A10’s own “theorem target” pasted back at U11. Every number below was recomputed by the turns’ readers, with an independent integration, and the folds again by the filer. Fictional by construction, with illustrative parameters. A10’s chart had three wrong points, which A10 corrected itself. A12 called its fold “the first mathematical account of organizational birth, commitment, and death within Nucleation’s framework”; CASE-111 is the earlier one, and this is its variant with a coupling attached. | Active |
| CASE-190 | A kinetic construction of self-maintaining reconstruction: a brief encounter captures a fuel, connector and two-catalyst core into a box that stays invariant under bounded degradation, keeping its copying catalyst regenerated and a grounded teacher and an erasable student within bounded error; with a resource allocator holding reserved minima and a revisable copy rule, the certificate holds for every allocation and rule, because neither the information variables nor the rule feed back into maintenance | From A17 and A18 of the exchange “Analyze nucleation concepts” (2026-10-31), after the owner asked for “one system in which those conditions are all physically realized rather than assumed independently”, and then for an endogenous allocation controller with a barrier certificate. The certificates were rechecked by the reader of U16–U19, and two of A’s error bounds were loose. The simulations A17 and A18 report could not be checked: their code was in A’s sandbox. A19 later said “Our last model explicitly demonstrated the separation” between matched successors after a second injury; it did not, and that experiment was never run. | Active |
| CASE-191 | A construction of self-formation: an agent’s own frustration at two demands one shared output cannot meet drives production of a sensor and a differentiating channel that then maintain each other; past a threshold of discrepancy (D ≈ 0.645 at unit drive) the capacity forms, outlasts the conflict, meets later conflicts of the same class up to D ≈ 1.047 with no frustration, and is lost at damage 0.5; a capacity upheld from outside is told apart by knockouts afterwards, but one installed by an outside pulse and then self-maintained is told apart only by a knockout during formation | Built at the owner’s request (“build the CASE-189 extension”) to test CLAIM-532, the positive account of self-formation filed from U33 of the exchange “Assess SDT Coverage”. scratch/formal/self_formation.py. Fictional and stipulated: the sensor and channel are capacity variables present from the start, raised from zero, as CASE-189’s are. It bears out the claim’s first test (transfer within a class) and qualifies its second: a knockout of the producing process separates own formation from outside installation only if it is made during formation. After the fact the two are the same organization. | Active |