Skip to main content
v2026.11,858 entries · CC-BY 4.0
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. A shadow row is CASRAI's own reading of a published document. No lab, evaluator or regulator named on a shadow row has declared, endorsed, or been consulted on it. That changes only when an organisation files its own Mapping Declaration.
OrganisationTheir term, as publishedMatch & verificationSource
AnthropicShadow mapping
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).
exactEQ
confidence: high
Anthropic Responsible Scaling Policy v3.4
OpenAIShadow mapping
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.
narrowNR
confidence: high
OpenAI Preparedness Framework v2
MetaShadow mapping
Meta Advanced AI Scaling Framework v2
"to protect trade secrets or as appropriate under law" (§2.2.1).narrowNR
confidence: high
Meta Advanced AI Scaling Framework v2
California SB 53Shadow mapping
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).
exactEQ
confidence: high
California SB 53
EUShadow mapping
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)).closeCL
confidence: high
EU GPAI Code of Practice, Safety and Security Chapter
METRShadow mapping
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.
closeCL
confidence: medium
METR: OpenAI/Hugging Face incident investigation
What do these codes mean?
exact
The source term is equivalent to this element
close
The source term is close but not equivalent to this element
broad
The source term is broader than this element
narrow
The source term is narrower than this element
none
No mapping claim — used for false-friend and declared-but-undefined rows
EQ
Equivalent
CL
Close
BR
Source is broader than the element
NR
Source is narrower than the element
FF
False friend — same or similar label, different meaning
DU
Declared but undefined by the source
UV
Unverified

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

University of Cambridge logoColumbia University logoCrossref logoUniversity of Edinburgh logoHarvard University logoUniversity of Oxford logoPrinceton University logoStanford School of Medicine logoUniversity College London logoORCID logoUniversity of Cambridge logoColumbia University logoCrossref logoUniversity of Edinburgh logoHarvard University logoUniversity of Oxford logoPrinceton University logoStanford School of Medicine logoUniversity College London logoORCID logo
  • University of Cambridge logo
  • Columbia University logo
  • Crossref logo
  • University of Edinburgh logo
  • Harvard University logo
  • University of Oxford logo
  • Princeton University logo
  • Stanford School of Medicine logo
  • University College London logo
  • ORCID logo

View CASRAI adoption →