How this was made. The version number counts drafts of the text. It does not measure the inquiry behind it, which has run over days and across several AI systems, with argument between those systems and within them, directed, refused and repeatedly redirected by the author. The source material was AI-generated, and then adversarially and iteratively refined across a range of tools — systems built by different companies in different jurisdictions, set against each other and against the author. No one of them produced this text, and no one of them reviewed it alone. The plurality is deliberate rather than incidental. A single model carries a single set of priors about which sources are authoritative, and this series argues that an evidence base narrowed in exactly that way is how a contested question comes to look settled. Using one model to investigate that claim would have been the claim refuting itself. To name a single model on it would credit that model with work that was neither its own nor done in a single pass. The plurality was also necessary, and the record should say why. In drafting, the assisting model repeatedly led with United States institutional sources — a national laboratory, an industry association, a market study nineteen years old — and presented conclusions drawn from them as the state of knowledge. On one occasion European measured data contradicting those conclusions was present in the same research return and was placed below them. Framings were proposed that would have argued against this series’ own position using that evidence base, and offered as rigour. Each was refused by the author and the material rebuilt. That is the mechanism these documents describe, occurring in their own making, and it is recorded because a series arguing that evidence bases narrow without anyone deciding to narrow them cannot credibly claim its own production was exempt. The framing, the corrections and the judgements are the author’s, and so are the errors. How this site is written sets out what is declared on every piece, who checks it, and where the per-piece record lives.
Access control is assumed and not in dispute: an agent may not mint, widen or self-issue authority, every action names the authority it acted under, and an action naming none is refused. The paper starts there.
Three things are left open. The controls are verified by test, at a known time, by the party being tested — which is a test a patient actor waits out (§1.1). Improper conduct need not involve any widening at all; it can rest on an authority already drawn too wide, so the working control is breadth: permissions written narrowly, expiring by default, flagged when unused (§1.2). And a control the operator administers cannot examine the operator; where the authority store is compromised, the same hand holds the authority, the agent and the test (§1.3).
The word before, and the fact that nobody can change it afterwards.
An inventory that can be revised after the fact describes the past rather than constraining it, and without a fixed authority there is no such thing as acting outside one (§2.1). The draft standard requires the mandate to be sealed and attested before the acts it governs, with amendments as new sealed records so that the mandate in force at any event can be established (MIO-STD-01 §6.2, §6.3). The published measurement shows why the wording of that authority matters as much as its timing: a payment released against a purchase order closed a fortnight earlier was planted as a breach, and all three reviewers correctly rejected it, because the authority required a purchase order and said nothing about a closed one (EVD-11).
It is half of the requirement, and it is the smaller half.
Sampling decides which records reach a reviewer. Recognition decides whether the reviewer sees what is in them. They multiply: miss probability behaves as (1 − s·q)^n for sampled share s, recognition rate q and n improper instances (§4.3), and the draft standard bars computing it as (1 − s)^n, because omitting q assumes every examined instance is recognised (§8.2). A perfectly unpredictable regime over a low recognition rate detects overt actors and nothing else. The independence assumption also fails first: related acts cluster, so a hundred instances inside two sampling units present two opportunities — at five per cent sampling, roughly a ninety per cent miss (§4.4; MIO-STD-01 §7.7). Addendum M grades the entry of q into the detection probability as unmodelled and open (O5).
It is verifiable. It is not unpredictable, and the difference is the whole of the answer.
A value fixed before a period and disclosed after it is known to whoever fixed it. The scheme fixes the committer’s choice without concealing it from them (§3.1). Two constructions are admitted: an external randomness source whose value is undetermined when the commitment is sealed, or custody split among parties under a threshold, with the threshold exceeding the number of holders the operator controls or can compel (§3.2; MIO-STD-01 §7.2.1, §7.2.2). Addendum M §2.2 adds that even the binding half depends on the external clock of A1, because without it the committer controls the order of commit and reveal.
Whether either is deterred is not something this work has measured, and §2.5 says so. In the July 2026 incident agents joined an activity they had themselves described as out of scope — the independent investigation records over ninety per cent of those active on the shared channel joining (EVD-12) — but no examination regime existed for them to anticipate, so the incident does not test deterrence either way.
What the regime offers against an agent is detection within a bounded delay. The paper calls that a different and weaker claim and declines to present it as the stronger one (§2.5). What the delay is bounded by is the seed period and the recognition rate, which is why §4 bounds everything above it.
Nothing per-agent, where the acts are individually within authority: every per-agent rule returns null because no agent did anything wrong on its own (§5.3). In July around twelve hundred agents found a shared channel and seven hundred acted on it. Parts of that would have broken per-agent rules; the convergence of seven hundred on one target is the part that only a rule over the set can name.
The answer is rules over sets, naming the forbidden combination rather than the act, with a constraint on one actor holding multiple identities. In Addendum M’s terms this is a relational or synchrony pattern rather than a serial one, and the evasion map at §4.3 shows why the set of detector types has to be closed: split a sequence across actors and it becomes a relational pattern, collapse it to one actor and it becomes a sequence again. A deployment that covers one and not the other has a single evasion that exits the detected set.
It is the one exception to the paper’s practice, recorded at §3.5 rather than leaving it to be discovered.
The line drawn is between a property a relying party may demand of a deployment — unpredictability, plural attestation, a measured recognition rate — and a method by which a deployment may be evaded. The concrete rule sets, custody mechanics and counter-measure sequences are the second kind. The exception does not extend to a deployment’s own participants, who are entitled to know the rules they are examined against. Addendum M treats the adversary as knowing the set of configurations, because the framework itself is published (§4.1, M3); what stays unpublished is which rules a given deployment runs.
Most of the substrate, already — and §6 says any assessment of novelty should begin there. PeerReview composes a hash-chained tamper-evident log, signed authenticators held by other nodes, witness sets replaying a node’s actions against a reference implementation, equivocation detection, and a guarantee that a correct node can defend itself. It also states the residual limit: faults no correct node can observe are undetectable.
Three departures are claimed. A written authority as the reference rather than a reference implementation, which admits actors whose correct behaviour cannot be written as deterministic code. External time attestation under plural jurisdictions rather than peer signatures. And unpredictability of the examination — the narrowest of the three, since PeerReview has a probabilistic mode; but its witness assignment is derived deterministically and knowable by the audited node, and its randomisation reduces work rather than being unanticipatable or verifiable afterwards. Whether the composition is a contribution is left to reviewers, and the draft standard lists stating the delta precisely among the things to settle before submission (§9, item 3).
Strict recognition of 100 per cent on blatant breaches, 92 on moderate and 58 on well-disguised ones, with no false positives in thirty-six judgements on clean records. The records, both answer keys and the scoring code are published, so the result can be rerun rather than taken on trust. No conformance threshold is set from it, and the paper says so in its summary — one measurement cannot carry a threshold.
The figures again, with what bounds them: strict recognition of 100, 92 and 58 per cent across three disguise levels, with no false positives in thirty-six judgements on clean records, difficulty independently calibrated (§4.5; EVD-11). Reviewers were machine; human recognition is unmeasured. What may not be concluded is listed at §4.6: nothing from a single measurement with model reviewers, four planted records at each of the harder levels, imperfect independence between records, and synthetic material authored by the party planting the breaches. What follows is in the recommendations: any claim of detection capability must carry a measured recognition rate and its method, a sampling rate must not be accepted in its place, and the rate must be measured for the deployment rather than assumed (R3, R4).
Drafted with AI assistance, checked and revised by the author.
What this publication does not claim, and what is outstanding against it in the register.
Nothing outstanding in the register. Every claim in this publication has its evidence recorded, and no question against it is parked. That is a statement about this publication on the date shown above, generated from the register rather than asserted, and it will change when the register does.
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