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NIKOLAI elementN8 · Transparency and reviewProposednikolai-v0.1

Redaction reason

NIKOLAI editorial proposal (unsourced -- NIKOLAI's own reading, not any org's declared position): a redaction reason is a controlled value naming why a piece of information was redacted from a published artefact. The vocabulary should carry both permitted values (e.g. legal compliance, intellectual-property protection, public-safety considerations, privacy, cybersecurity, national security) and, distinctly, prohibited values -- reasons a developer may not cite, such as redacting a finding merely because it is unfavorable.

This is CASRAI's own proposed definition, not a definition any named organisation has agreed to. See what NIKOLAI is and is not.

Source of record

Where this definition comes from

Crosswalk

How named organisations use this concept

Every row below is a shadow mapping. It is CASRAI's own reading of a published document. No lab, evaluator or regulator named here has declared, endorsed, or been consulted on this mapping. That will change only when an organisation files its own Mapping Declaration — see the non-endorsement policy.
OrganisationTheir term, as publishedMatchSource
Anthropic
Anthropic RSP v3.4 / Pace the Frontier essay / Advanced AI Framework
RSP v3.4 §3.5 four verbatim reasons: "1. Legal compliance... 2. Intellectual property protection... 3. Public safety considerations... 4. Privacy..." Amodei's permitted grounds: security-sensitive, legally privileged, commercially sensitive, third-party confidential; prohibited: "we can't redact findings just because they are unfavorable". AAF: "trade secrets", information "that would materially compromise public safety, model security, or national security", or to "comply with applicable law" (p.7).
Also draws on {PACE} (Amodei's permitted/prohibited grounds) and {AAF} (p.7); citation pinned to RSP34 as the verbatim four-item list, which also uniquely names a prohibited reason (see gap_note).
exact
confidence: high
Anthropic Responsible Scaling Policy v3.4
OpenAI
OpenAI Preparedness Framework v2 / GPT-5.6 Safeguards Report
"such as to protect intellectual property or safety" (PF §5.2); Safeguards Report details "not suitable for public disclosure (such as information potentially useful to attackers)" (GPT-5.6 s.9.4).
Also cites {G56}, the GPT-5.6 deployment safety / model card page, for the s.9.4 detail.
narrow
confidence: high
OpenAI Preparedness Framework v2
Meta
Meta Advanced AI Scaling Framework v2
"to protect trade secrets or as appropriate under law" (§2.2.1).narrow
confidence: high
Meta Advanced AI Scaling Framework v2
California SB 53
California SB 53
a frontier developer may redact information "necessary to protect the frontier developer's trade secrets, the frontier developer's cybersecurity, public safety, or the national security of the United States or to comply with any federal or state law" (22757.12(f)(1))
Exact statute text confirmed directly from leginfo.legislature.ca.gov in the source research's fourth verification pass (16 Sep 2026).
exact
confidence: high
California SB 53
EU
EU GPAI Code of Practice, Safety and Security Chapter
Narrower than the lab/statute lists: reporting to the AI Office is expected "without redactions", with only two named exceptions -- "national security laws" (Framework/Model Report notification, Measures 1.4, 7.7) and what is "necessary to comply with other Union law applicable to such information" (serious-incident information, Measure 9.2). Confidentiality (including commercial confidentiality) is separately "preserved to the extent required by Union law" for information the AI Office holds (Recital (d)).close
confidence: high
EU GPAI Code of Practice, Safety and Security Chapter
METR
METR OpenAI-Hugging Face incident investigation report
OpenAI redactions in the incident report were "for IP" (para.).
Paraphrase ('para.') rather than an exact quoted sentence in the source document.
close
confidence: medium
METR: OpenAI/Hugging Face incident investigation

Gap

Gap to record: only Amodei names a prohibited reason. A redaction-reason vocabulary should carry both permitted and prohibited values.

Referenced across the research world

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