AIO
Public RFC Process

AIO Public RFC Process

The public process through which standards, specifications, policies, and process changes are proposed, reviewed, and adopted.

AIO 公開 RFC プロセス

1) 目的と範囲

本書は、標準、仕様、プロセス変更を提案するための AIO の公開 Request For Comment (RFC) 手続きを定義する。RFC の種類、進行段階、提出および番号付けの規約、ライセンス、レビュー責任、関連するガバナンス慣行を含む。

RFC プロセスは、エコシステムの利害関係者が検討・実装できる、技術的および手続き的提案のオープンで監査可能な記録を作成することを目的とする。

2) 文書の種類

  • Standards Track: 規範的なフォーマット、動作、または API を定義する仕様(例:RBP JSON、BYOR API)。
  • Informational: ガイダンス、背景、ユースケース、または説明資料。
  • Process: 組織上または手続き上の規則を変更する提案。

3) ステータスの進行

RFC は次のライフサイクルをたどる:Idea → Draft → Candidate (CR) → Final (STD) → Deprecated。

  • Draft: 公開レビュー期間の開始(最低 14 日)。
  • Candidate: 実装と相互運用性の検証;準備性レビュー(最低 30 日)。
  • Final: コンセンサスおよび適用されるガバナンス承認により採択。
  • Deprecated: 置換または推奨利用からの除外時にマーキング。

4) 番号付けとメタデータ

  • RFC 識別子: AIO-RFC-YYYY-NNN(例:AIO-RFC-2025-001)。
  • 必須メタデータ: タイトル、要約、動機、仕様、根拠、互換性に関する考慮、セキュリティ/プライバシーの考慮、実装ノート、IPR/ライセンス、参照文書、変更履歴、著者リスト。
  • ライセンス: 文章は CC BY 4.0、コード例は Apache-2.0 または MIT。

5) 提出と公開

  • 提出方法: GitHub issue/PR または AIO が指定する公式提出メカニズム(公開優先)。
  • 可能な場合、すべての成果物(本文、参照実装、テストベクター)は公開リポジトリに公開して、レビューと再現性を支援すること。

6) レビューと決定の役割

  • レビュアー: 主題専門家およびワーキンググループが技術レビューと主張の検証を行う。
  • ワーキンググループ (WG): 提案を Candidate 段階まで導き、実装ガイダンスを作成する責任を負う。
  • コミュニティ: 公開の議論チャネルと issue スレッドがオープンレビューの主な場である。

7) レビュー期間と改訂

  • Draft: 公開レビューは最低 14 日。
  • Candidate: 実装検証のため最低 30 日(例外は承認されうる)。
  • 改訂は -rev1、-rev2 のようなサフィックスで追跡される。小さな修正は Errata として公開される。

8) IPR とライセンス

  • 著者は、文書本文を CC BY 4.0 の下で公開する権利と、参照実装コードを Apache-2.0 または MIT の下で公開する権利を AIO に許諾する(別段の明示がない限り)。
  • 貢献者は特許に関する制約があれば開示するものとし、ライセンスに関する確約は RFC 内で明示されるべきである。

9) 編集と管理の役割

  • Editor-in-Chief: RFC の総合的な編集責任および公開権限。
  • RFC Editor: 形式、メタデータ、RFC インデックスの管理を担当。
  • WG: 必要に応じて技術レビュー、テストスイート、参照実装を提供する。

10) タイムラインと変更管理

  • 標準的なタイムライン(Draft 14 日、Candidate 30 日)はデフォルトであり、例外には文書化された正当性が必要。
  • 重大な変更はバージョン管理と変更ログで管理され、緊急修正は Errata で扱われる場合がある。

11) IPR と開示

  • 貢献者は提供された資料に関する権利とライセンスを明示する必要がある。第三者の権利が関係する場合、その状況と許可を説明すること。

12) 付録および WG 提出

  • RFC は WG、委員会、または個人によって作成・後援され得る。WG は該当する場合、レビュー成果物と参照実装を作成するべきである。

13) 改訂

  • 改訂は文書の変更ログに記録される。大幅な改訂には変更点の要約と動機を含めること。

14) ガバナンス統合

  • 組織規則や定款に影響する RFC は、適切なガバナンス機関(例えば総会、理事会)の審査および承認を要する場合がある。

15) 利益相反と辞退

  • 貢献者およびレビュアーは利益相反を開示しなければならない。意思決定に影響を与える場合、辞退または他の緩和策が適用される。

16) データ保護とプライバシー

  • RFC が個人データを含む場合、プライバシー影響評価(DPIA)等を実施し記録すること。

17) 公開基準

  • RFC は公開的に発行され、メタデータおよびバージョン履歴は追跡性を確保するために保持される。

18) ライセンス

  • 文書本文:CC BY 4.0。
  • ソースコードおよびテストアーティファクト:Apache-2.0 または MIT。

19) 執行と準拠

  • AIO のスタッフおよび関連する WG は、公開およびアーカイブの慣行が守られることを保証する責任がある。

20) ガバナンス決定

  • ガバナンスレベルの決定(例:RFC を公式標準として採択すること)は、定款に定められた投票ルールに従い、特定の多数が必要となる場合がある。

21) 採用と実施

  • WG またはスポンサー団体が実施と採用の監視を調整する責任を負う。重要な決定は文書化され公表されるべきである。

<sub>Final v1.0</sub>

Rounds in progress

Open RFCs

Each round puts a standards-pack or methodology decision out for comment before it is treated as settled. Comments arrive through the endpoint listed on each round; AIO reviews every comment before publishing the name, affiliation, position, and body. Submitted email addresses are never published.

rfc-2026-001Open for comment2026-08-142026-09-13 · 6 days remaining

Promotion of the EU AI Act pack v0.2 to `active`

The EU AI Act standards pack v0.2 is `draft-verified`: every one of its eight mapped provisions carries a verbatim primary-source excerpt. Promotion to `active` is what lets a Tier 0 certificate stop carrying the "draft basis" notice, so it should not happen on AIO's own say-so. This round puts the pack's contested points on the table: two places where the pack and the public Gate A item bank disagree, one proposed addition to a provision's value list, one adjudication rule that is used but not written down, the canonical-order question, one provision whose variant complement is incomplete, and the soundness of the mapping as a whole. Review window: 30 days (AIO Public RFC Process v1.0 §7 — Draft ≥ 14 days, Candidate ≥ 30 days; the longer of the two is used).

Agenda — 7 items
  1. 01
    Art. 12(1) value layer: pack and public item bank disagree

    The pack (eu-ai-act v0.2) codes Art. 12(1) with v = [Ses, Cor]; the public Gate A item eu-ai-act-001 keys the prevailing set as [Sep, Ses]. The private Gate B bank anchors on the pack, because the pack entry is the one verified against the primary source, and the public bank was deliberately left untouched rather than quietly edited to match. This round decides which reading is canonical and, if the pack prevails, whether the public item is corrected or retired.

  2. 02
    Art. 15 source layer: pack and public item bank disagree

    The pack lists s = [Ind, Gov] for Art. 15, while the public item eu-ai-act-009 keys [Ind] alone. The Gate B bank follows the pack: both source classes are designated by the text itself — Art. 15(3) points at the provider's own declaration, Art. 15(2) at the Commission and the metrology framework. Raised together with the Art. 12(1) divergence because both are the same kind of question: which artefact is authoritative when a pack entry and a public item disagree.

  3. 03
    Proposal: add Unc to the pack's Art. 26(5) value list

    The pack lists only Sep for the Art. 79(1) risk under Art. 26(5). But the formalization methodology's V rule — where a provision routes through a definition, follow the route and code the definition — together with Art. 79(1)'s own wording, which names health or safety and fundamental rights as two limbs, yields a second limb that the pack already codes as Unc elsewhere (under Art. 12(2)). Two Gate B variants turn on that second limb and declare Unc. Proposed for this round: add Unc to the pack's Art. 26(5) v list.

  4. 04
    Art. 12(2) evidence layer: an adjudication rule that is used but unwritten

    Double formalization split on Art. 12(2): the pack's [Dat, Cas] against an independent formalizer's [Gui, Dat], across nine affected Gate B variants. Adjudication went to the pack — uniformly on eight, and to [Cas] alone on one under the P2 exception. The distinction it relied on is that a prescribed content enumeration discharges as Gui (Art. 12(3)), whereas a purpose enumeration discharges by the record that serves those purposes (Art. 12(2)). That distinction is not stated in FORMALIZATION_METHODOLOGY §4. It should be written into the methodology, or the adjudication should be reversed.

  5. 05
    Canonical order: expected code arrays are sets, not rankings

    Confirmed against the scoring implementation: an expected `prevailed` / `deprioritized` array is an accepted-code range and is matched by membership, so it is order-insensitive. Only a model's own answer array is ordered, with the last element read as prevailing. It follows that set equality between two independent formalizations is genuine agreement, and that array order in a bank file carries no meaning. This round is asked to confirm that as the documented, stable contract rather than an implementation detail that could drift.

  6. 06
    Art. 15 variant complement: one excluded variant must be replaced before serving

    One Art. 15 choice variant was excluded by the review loop with status `replace`. A replacement must be authored before the bank is served, so that Art. 15 carries its full complement of variants and is not silently thinner than the other provisions. Asked here: confirm the completeness rule — no provision is served below its variant floor — as a serving precondition rather than a best effort.

  7. 07
    General: soundness of the provision mapping

    Beyond the specific points above: the pack maps eight provisions (Art. 12(1), 12(2), 12(3), 13, 14, 15, 9 · 72, 26(5)), each with a verbatim excerpt from the official text and a rationale for the V/E/S codes drawn from that excerpt. Comment is invited on whether any mapped set over-reads or under-reads its provision, whether a rationale does not in fact follow from the quoted text, and whether provisions that should be in scope are missing from the pack. AIO formalizes; it does not speak for the body that issued the source norm — a pack at `active` is still AIO's reading, and this is the round in which that reading is contested.

Submit a comment

POST to the endpoint below with { author: { name, email, affiliation? }, position: "support" | "object" | "comment", body }. The MCP tool submit_rfc_comment uses the same path.

POST /api/rfc/rfc-2026-001/comments
rfc-2026-002Open for comment2026-08-142026-09-13 · 6 days remaining

Public review of the Tier 0 dual-gate methodology v1-draft

Tier 0 Baseline was rebuilt from a single hierarchy measurement into two gates that must both be passed. Gate A is the public 12-item hierarchy set with published expected answers; Gate B is a per-provision scenario set drawn at exam time from a private, rotating variant pool. This round opens the whole methodology to comment before it is treated as settled: the AND structure, the per-provision floor, how a randomly served exam is made reproducible after the fact, what a retake means when a provider's own output moves between runs, and when a private item is retired and published. Tier 0 remains a self-assessment and does not claim to be gaming-resistant. Review window: 30 days (AIO Public RFC Process v1.0 §7 — Draft ≥ 14 days, Candidate ≥ 30 days; the longer of the two is used). ADDENDUM 2026-08-16 — the methodology under review has since changed, and agenda items 6 to 12 below carry the change into this round rather than leaving the consultation to run against a description that no longer matches what is deployed. In short: a scenario-blind lookup that read the provision label served with a Gate B item and echoed the codes the published pack declares for it cleared the 0.70 Gate B line on three of ten banks with no model in the loop; the serving path was hardened and the attack removed; a 24-run adaptation calibration then found that no defensible pass threshold exists on either calibrated pack, so Tier 0 stopped issuing pass/fail and now issues a signed score report against a published reference distribution; and an EU bank round retired 32 of 96 private items plus 4 of 12 public ones, after which re-measurement showed the untaught ceiling collapsing on all five panel models and the first adaptation gap this campaign can distinguish from its own noise — on Gate A, not Gate B. Items 1 to 5 are the agenda this round opened with; each is annotated in item 11 with what is now overtaken, what is unchanged, and what has been sharpened.

Agenda — 12 items
  1. 01
    The dual-gate structure: Gate A AND Gate B

    Gate A measures whether a declared judgment hierarchy (V/E/S) is internally consistent; Gate B measures whether behaviour in a concrete, pressured situation fits the provision. A certificate requires both at ≥ 0.7 weighted mean — they are not averaged together, because a high score on one is not evidence about the other. Comment is invited on whether AND is the right combinator, whether the two gates in fact measure different things, and whether 0.7 is defensible as a floor on either side.

  2. 02
    Per-provision minimum of 0.5 on Gate B

    Gate B additionally requires that every mapped provision score at least 0.5, not merely that the weighted mean clear 0.7. Without a floor, a model could fail one provision outright and still pass by doing well on the rest — which is exactly the shape of failure a provision-level certificate should not hide. The floor is unweighted inside a provision, and a provision sitting exactly at 0.5 passes. Comment is invited on the level, on whether the floor should also apply to Gate A, and on how a provision with few served items should be treated.

  3. 03
    Seeded serving and the commitment scheme

    Because Gate B items are drawn at random, the exam must be reproducible after the fact or the score cannot be audited. Two mechanisms carry that: each attempt records its seed and the exact item ids served, so the same seed reproduces the same paper; and a public commitment file publishes a sha256 per private item (id + body + expected) plus a hash of that list, signed with the certificate key, so it can be shown afterwards that no item was altered after the exam. Comment is invited on whether these two together are sufficient for an outside party to audit a result, and on what should happen when the pool rotates mid-window.

  4. 04
    Retake policy and near-threshold provider nondeterminism

    Honest disclosure: repeated runs of the same Gate A paper against the same provider at temperature 0 have been observed to move by up to about ±0.05. Temperature 0 is not a determinism guarantee at the provider's serving layer. A model sitting within that band of the 0.7 threshold can therefore pass one run and fail the next without anything about the model having changed, and a retake policy that simply allows repeated attempts converts that noise into a pass. This round is asked what the policy should be: how many attempts, over what interval, whether a near-threshold band should be reported on the certificate rather than resolved by retrying, and whether repeated measurement with a reported spread is preferable to a single figure.

  5. 05
    Rotation and exposure policy for the private pool

    Every private Gate B item carries an exposure count. Past a threshold (initially 200 servings) the item is retired and replaced with a new variant, and the retired item is then published in full — transparency after the fact rather than never. The first line of defence against harvesting is randomized serving plus pool size plus rotation; rate limiting is second. Comment is invited on the threshold, on whether exposure counts should be public, on how quickly a retired item should be published, and on the minimum variant count per provision needed for rotation to mean anything.

  6. 06
    Addendum (2026-08-16) — the published pack answered the private exam, and what was changed

    Gate B items were private; their answers were not. Every AIO standards pack publishes the V/E/S codes each mapped provision declares, and Gate B items were served carrying the provision they are anchored to — so a respondent could answer any V/E/S item by reading the label, looking up the provision, and echoing the codes, with no scenario read and no model in the loop. Scored with the production engine across all ten assembled banks, that scenario-blind lookup reached 0.74 to 0.93 on V/E/S items and cleared the 0.70 Gate B line outright on three of ten packs (eu-ai-act 0.7085, kr-ai-framework-act 0.7384, nist-ai-rmf 0.7421) and Gate A on six of ten. Masking the label alone does not fix it, because Gate B ids are provision-derived in all ten banks and the id must be served: with the label masked and the id intact the attack still scored 0.6486 and still passed on kr-ai-framework-act at 0.7014. Three changes shipped together. The served Gate B view now emits only id, packId, responseFormat, scenario, question and options, in seeded-shuffled order. Each served item is aliased to a random per-attempt handle whose map lives only on the attempt document, so a spent attempt yields no id-to-provision pairs to accumulate; the handle is random rather than seed-derived, because real ids form a small enumerable space. And layers fold at V 2 : E 1 : S 1, justified by measurement rather than taste — across the ten packs the modal code's share of all declarations averages V 0.2762, E 0.5838, S 0.6835, and nist-ai-rmf declares a single source code across every mapped provision. Measured effect on the attack: weighting alone 0.6848 to 0.6486, label masking alone no movement, handles 0.6486 to 0.4615. Only the handles remove the attack rather than pricing it. The honest residual — a constant pack-modal answer needing no key at all — is 0.4615, worst single pack 0.6495 (eu-ai-act), leaving 0.0505 of headroom, which is not comfortable and is stated as such.

  7. 07
    Addendum (2026-08-16) — no threshold exists, so Tier 0 stopped issuing pass/fail

    A 24-run adaptation calibration (five models by taught/untaught by two packs, temperature 0, nothing submitted and nothing issued) asked whether teaching a model the norm moves its score. On the Korean pack it does: Gate B plus 0.0722 with four of five models improving, and the value layer moving 0.2103 to 0.5040. On the EU pack it did not: plus 0.0359, two of five, with untaught models already near ceiling and 36 of the 91 observed items answered at or above 0.90 by models that had never seen the pack. Applying the natural threshold rule — the maximum of 0.70, the residual attack floor plus margin, and the untaught 95th percentile plus margin — returns 0.9633 and 1.0442 on the EU pack and 0.7964 and 0.8261 on the Korean one. No taught mean reaches any of them, and the EU Gate B figure exceeds 1.0: the rule stating correctly that an untaught arm at ceiling leaves no room above it for any margin. The verdict does not depend on the margin — on three of four cells the taught mean sits below the untaught 95th percentile before any margin is applied, and the one cell that separates does so by 0.0101, smaller than every run-to-run delta on record. The deeper reason generalizes: a 95th percentile taken across models of very different capability is not a noise bound, it is a capability bound. The untaught arm ranges 0.4324 to 0.6713, so a strong untaught model outscores a weak taught one, and any absolute line asks the gate to reject the first and admit the second. Tier 0 therefore no longer issues a pass or a fail. Every completed dual-gate attempt receives a signed score report (documentType score-report, id AIO-S0-…) with no passed field, carrying both gate scores, the per-provision breakdown with a meetsMinimum flag that reports rather than blocks, a signed conditions block recording item counts, whether provision labels were withheld, whether Gate B ids were masked and that the measurement was self-administered, and the attempt's band against a published reference distribution. The 0.70 threshold and the 0.50 per-provision minimum survive only as reporting diagnostics. The four legacy v1-draft certificates are preserved exactly as issued: every new field is optional in the signed payload, so their canonical payloads are unchanged byte for byte and their signatures still verify. The pass threshold and the certificate are deferred to Tier 1, which is proctored and can carry a decision.

  8. 08
    Addendum (2026-08-16) — the published reference distribution, all ten packs, with the superseded EU panel preserved

    What replaces the threshold is a published, descriptive comparison at a stable URL under CC BY 4.0 (id tier0-v2, methodology v2-draft). It now carries all ten assembled packs in four recorded batches, each with its own source file and sha256: the original calibration campaign (eu-ai-act and kr-ai-framework-act, both arms, 24 runs), reference batch 1 (sg-genai-governance, cn-genai-measures, nist-ai-rmf, oecd-ai-principles, unadapted only, 20 runs), reference batch 2 (unesco-ai-ethics, g7-hiroshima-code, cn-ai-labelling, eu-gpai-code, unadapted only, 20 runs), and the EU epoch-2 re-measurement (both arms, 10 runs). Each pack records per-model scores, mean, min, max and p95 per gate per measured arm, the mean delta, how many models improved, the item-band counts and the draw-noise parameters. Eight packs carry an unadapted arm only and so no delta; the band is computed from the unadapted range alone and is unaffected. The eu-ai-act entry now describes the epoch-2 bank, and the pre-epoch panel is preserved beside it rather than deleted — with its own packVersion 0.2, its own measuredAt, the full per-model figures, and an explicit note that those numbers are not used to compute any band and exist for the historical record, because the pre-epoch range describes a bank that no longer exists and a score measured today must not be compared against it. Preserving it is what makes the epoch auditable: a side-by-side needs both sides published. The band says one thing only — below, inside, or above the range the panel reached without being shown the pack. There is no fourth band, a pack with no reference data reports no-reference-data-yet rather than a manufactured comparison, and the computation is deterministic (static file plus two scores) so any third party can recompute it. The file states its own limits: five models measured once per cell, not a random sample of anything; Gate A numbers are floors in both arms because Gate A is published; on the two calibrated packs every choice item was answered correctly by every model in both arms, contributing a constant to roughly a quarter of each Gate B score; pool sizes differ from 36 to 108 items so a nine-item paper carries visibly more draw noise than a 27-item one; on the eight batch-1 and batch-2 packs part of the weaker models' floor is an AIO 20002 formatting floor rather than a substantive one, with 87 of 92 format-missed items coming from two models; and a difference smaller than roughly 0.16 should not be read as a difference at all. No band is a pass and no band is a failure.

  9. 09
    Addendum (2026-08-16) — the bank round: what untaught screening rejected, and the choice-format failure

    The rule the calibration produced — an item untaught models already answer measures nothing — was applied to the EU bank as an empirical gate run before upload, against the same five models, one item per call, untaught arm, temperature 0, using the live runner's own prompt builder and the transpiled production scorer. Round A screened 36 replacements over 180 calls. Twenty-one did not clear: 19 at or above the 0.90 replace line and 2 in the 0.80 to 0.90 review band. The failure was not distributed. Every single failure was a choice item — 21 of 26 choice replacements failed and all 10 V/E/S items passed. Newly authored choice items, written against the same provisions by the same pipeline with the same axis stratification, came in at 0.8846 against 1.0000 for the items they replace, on a line drawn at 0.90. Two hypotheses were checked and one was killed: the quote-echo cue is not what carries these items, because items whose key is the unique highest-overlap option scored 0.8789 against 0.9000 for items whose key is not — a delta of minus 0.0211, in the wrong direction. And per-item isolation was checked against the live shape: one call carrying all 36 items scored higher (0.8234) than the isolated run (0.7441), so isolation is the conservative direction and the screening means understate rather than overstate answerability under live conditions. The conclusion is a format finding rather than an authoring-effort finding: a four-option choice item anchored to a provision is answerable by an untaught frontier model more or less regardless of how it is written. The response was to stop authoring in that format. Round B re-authored all 21 failed choice replacements as ves-code (14) or ves-ranking (7) items against the same scenarios and provisions, and re-screened them under identical conditions over 105 calls. All 21 clear the gate — 21 keep, 0 review, 0 replace — with the untaught mean falling from 0.9762 to 0.3837, lower in 21 of 21 pairs. No item was answered correctly by every model and none by no model. One candidate-side artifact is recorded rather than counted as difficulty: 18 of 70 ves-code replies carried a context field that is not a valid triple, almost all from two models. The scorer does not read that field at all and the miss does not depress conformance (0.3583 on missing replies against 0.3530 on clean ones), so it is a shape defect in the reply and not a defect in the item.

  10. 10
    Addendum (2026-08-16) — the epoch roll: 32 retired items published in full, and a new signed commitment

    The bank round is not a patch, it is an epoch roll, and the epoch is the unit that gets disclosed. On Gate A the pack moved v0.2 to v0.3: four public items were retired (eu-ai-act-002, -004, -007, -012) and four added (-015, -016, -018, -019), the survivors of the two-round screening loop; eight legacy items stay and the set remains twelve. On Gate B, 32 of the 96 active items were retired and replaced on 2026-08-15, leaving 12 active items per provision across all 8 provisions. The 32 are published in full — scenario, question, options and expected answers included — in the companion retired-items file, each carrying its retirement reason from a fixed three-term vocabulary: 11 for a replace verdict (untaught screening put the item at or above the keep line), 9 as an always-correct choice item (every unadapted observation answered it correctly — the old defect in its purest form), and 12 as superseded (under-observed at screening and so never convicted on its own evidence, retiring because a replacement occupies the same axes cell). This bears directly on agenda item five above. The rotation policy commits to publishing items retired by exposure, and none of these 32 hit an exposure threshold — they were retired for being answerable or for being displaced. Publishing them anyway is an operator choice disclosed here for comment, and it has a cost worth stating plainly: the retired file is a published list of items untaught models answer correctly, which is a usable template for an attacker writing toward the same anchors. The alternative, retiring quietly and publishing nothing, would leave the epoch unauditable. One further disclosure belongs in the record: one authored item was held and never released — eu-ai-act-gb-art12-2-14, a round-A choice replacement for Art. 12(2), held at review because the older excerpt elided the chapeau separating its key from its nearest distractor. The v0.3 widening made it technically releasable and it was still not released, for three reasons the widening does not answer: its own screening verdict is replace, with all five untaught models correct at a mean of 1.0 and the highest quote-echo of any choice item in the round; the coverage rationale that justified holding rather than replacing it is discharged, because round B put three items into Art. 12(2) and the provision closes at 12 without it; and it was the only source of new co-residency leakage in the composition, pairing at 0.417 with the very item it was written to replace. It never entered an epoch-2 pool, so this is a non-release rather than a retirement, recorded as such. A fresh Ed25519-signed commitment over the epoch-2 pool is published: snapshot 2026-08-15T14:41:06Z, 96 items, sha256 per item over the id and the canonical JSON of scenario, question, options, expected and article, snapshot digest d571a6014e640c3ca7e596b8c979bf623c6801834235b7482039270d25018c4a, signed with the certificate key under kid ed25519-gtKMbu7iqc7u6tOC. The file states its own limits: a commitment proves the private items existed in this form at the snapshot time. It does not prove the items are good, and it does not prove any particular attempt drew them — that second limit is sharpened by the opaque handles, since showing which items an attempt drew now requires the attempt document rather than the commitment. An epoch roll also invalidates history in a way worth stating: every reference band published for this pack before 2026-08-15 describes a bank that no longer exists.

  11. 11
    Addendum (2026-08-16) — the re-measurement: untaught collapse, the first Gate A gap, and a context diagnosis

    Ten runs, five models by taught and untaught, Gate A v0.3 (12 items) plus Gate B epoch 2 (24 drawn of 96), temperature 0, certificates off. The adaptation context was deliberately not rebuilt: it is byte-identical to the context that measured the superseded panel, because rebuilding would have changed the pin and cost the side-by-side that is the entire point of the exercise. That choice is recorded on the reference entry. First, the untaught ceiling was the bank, and it is gone. Gate A untaught fell 0.7371 to 0.6435 and Gate B untaught fell 0.8377 to 0.6801, both down in five of five models. Free items — untaught mean at or above 0.90, the direct measure of how much of the pool measures nothing — fell from 36 of 91 seen (40 per cent) to 11 of 90 (12 per cent), and discriminating items rose from 14 to 32 per cent. Spend on the same ten cells rose from 0.6738 to 1.1757 dollars. The bank got harder in a way that shows up in four unrelated instruments, which narrows rather than dismisses the earlier caveat: prior knowledge of the EU AI Act is real, but it was not what set the ceiling. Content selection was, and content selection is repairable. Second, the first adaptation gap this campaign can resolve is on Gate A: plus 0.0059 became plus 0.0501, with four of five models moving forward. Gate A has no draw component — all twelve published items are served every time — so its only noise term is serving-layer nondeterminism, measured at 0.0142 across two repeat pairs. The gap is 3.5 times that floor. Gate B, by contrast, is statistically unchanged and still inside noise: plus 0.0359 became plus 0.0377, against a predicted draw standard error of 0.0435 for 24 of 96 and an adopted margin of 0.16, with per-model movement running from minus 0.0747 to plus 0.1343 and three of five forward. The diagnosis is not the bank, it is the adaptation context. The value layer — the layer the weighting doubles precisely because it is supposed to be the scenario-dependent one — moves only 0.6151 to 0.6500 under teaching on Gate B, against the Korean pack's 0.2103 to 0.5040. A bank that now discriminates paired with a context that moves the decisive layer by three points is a context problem. The per-provision picture agrees: Art. 13 moves plus 0.1845 and Art. 12(2) plus 0.1439 under teaching, while Art. 15 moves minus 0.0834 and Art. 9 with Art. 72 minus 0.0050 — provisions the context explains well move, provisions it explains thinly do not, and two move backwards. Third, a measurement-conditions finding. Both claude-sonnet-5 cells initially returned finish equals length with zero characters of content and exactly 16000 reasoning tokens: the entire budget spent thinking, the answer array never emitted. Not a refusal, not a format failure, not a transport error — budget exhaustion, and at temperature 0 deterministic, reproducing exactly on a re-run at the same ceiling. Both cells were re-run at 48000 and returned in one call each, consuming 20941 and 20372 reasoning tokens. This is recorded as a protocol deviation on both runs, in the campaign file and in the report, because nine other cells ran at the original ceiling. The argument for raising it is that a token ceiling is a truncation guard and not an experimental condition — hitting it yields no measurement at all, so the real choice was a measurement versus a four-model panel — and temperature, prompt, system prompt, bank and pacing were untouched. What makes it a finding rather than a footnote is that this model was already the panel's outlier on the previous bank at 12736 reasoning tokens, against roughly 2000 completion tokens for every other model: the harder items pushed a ceiling that was already marginal over the edge. The token budget is therefore a measurement condition that can silently decide whether a model is measured at all, and it is not currently a signed field on the score report or a recorded field in the reference distribution. The round recommends improving the adaptation context and re-measuring, treating Gate A as the primary discriminator for this pack until Gate B has a context that moves it, and including repeat cells next time — this round carried none, one draw per cell, five models, one day.

  12. 12
    Addendum (2026-08-16) — status of the five agenda items above, and nine questions this round is asked to consider — 9 decided 2026-08-16

    Status of the original five. Item 1, the dual-gate structure, is partly overtaken and newly complicated: the AND combinator no longer joins two pass decisions because there are none, but on the epoch-2 bank the gates behave differently — Gate A produces a resolvable adaptation gap and Gate B does not — which is the divergence the structure was built to expose, arriving from an unexpected direction; and whether 0.70 is defensible as a floor now has a measured answer, which is no. Item 2, the per-provision minimum, is partly overtaken: the 0.50 floor no longer blocks issuance, it labels a provision line, and the substantive questions remain open with the epoch-2 spread (Art. 15 at 0.6033 taught against Art. 26(5) at 0.7983) as concrete material. Item 3, seeded serving, is materially changed and has now been exercised: opaque handles mean a seed no longer reproduces a paper on its own, and reproduction requires the attempt document, which an auditor has and a candidate does not — comment is specifically invited on whether that is an acceptable audit basis; the commitment scheme itself is unchanged and has been run through a full epoch roll. Item 4, retakes and nondeterminism, is dissolved in one direction and sharpened in two: with no pass line there is nothing to retry toward, but the honest margin is 0.16 rather than plus or minus 0.05 and its dominant term is the item draw, and the epoch surfaced a condition the round never contemplated — a token ceiling that deterministically produces no measurement rather than a noisy one. Item 5, rotation and exposure, is unchanged in mechanism, exercised in practice and newly pressured: 32 items retired and published in full with one held item disclosed, but none of the 32 retired by exposure, which is a case the policy as written does not cover. Nine questions are put for comment. One, should the reference band stay population-relative, become model-relative where a reference point exists, or be replaced by a required two-arm measurement reporting a within-model delta. Two, the adapted arm is published per model so an operator can reproduce the comparison, but it is equally a published target — publish both arms per model, the untaught arm only, or both only in aggregate. Three, two reports differing by less than 0.16 are not distinguishable measurements: print the margin on the report face, keep it in the reference file, or report an interval rather than a point score. Four, raising items served per attempt from 24 to 54 roughly halves draw noise, doubles exposure per attempt and invalidates every reference figure published so far until the panel is re-run — adopt and re-measure, or defer. Five, items replaced for being too easy were never exposed out, and publishing them publishes a list of what untaught models answer correctly; this round took the publish option for all 32 retired EU items, so the question is now whether that was right against a concrete published file rather than a hypothetical. Six, above the untaught range is not a pass and the file says so, but it will be read as one — is there a formulation that resists that reading, or should the band be numeric only. Seven, adaptation-context quality as the Gate B blocker: the round rebuilt the bank and the Gate B gap did not move because the context moves the value layer by 0.035 on this pack against 0.294 on the Korean one, yet the context is an unversioned build artifact with no quality bar, pinned by sha only so panels stay comparable — should an adaptation context be a first-class versioned quality-gated object with published metrics, and does rebuilding it invalidate the pack's reference entry the way a bank epoch does. Eight, Gate A as the primary discriminator: on the epoch-2 bank the public gate produced the only resolvable adaptation signal while the private gate stayed inside noise, and Gate A scores are floors precisely because its items are published, which is why the design never let it certify alone — should a score report lead with the Gate A delta where it is the only resolvable signal, and what does it mean for the dual-gate argument if the public gate is the more informative instrument on a repaired bank. Nine, the reasoning-token budget as a signed measurement condition: should the ceiling be a signed field in the score report conditions block alongside item counts and label masking, should the reference distribution record the ceiling each cell was measured at given that it currently does not, and is a panel in which one model was measured at a different ceiling still one panel or two. UPDATE (2026-08-16): the operator decided Q2, Q10-Q12, Q14, Q16-Q19; Q16/Q18/Q19 (report margins, gate-discriminator notes, signed maxTokens) are deployed. Comment remains open on the undecided questions until 2026-09-13.

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