Compare frameworks
What does each developer’s safety framework say on the same questions, edition by edition?
Each row is one question, worded so that it fits every framework. Each column is one framework, showing its latest edition unless you choose another. A cell gives what that edition says on the question, in its own words and with the page, or records that no passage was found in a stated search. The questions are Selekoa’s. An edition’s own terms, such as “ASL” or “Critical Capability Level”, appear only in its quotations and in the notes.
A status records what an edition states. It does not show implementation, compliance or effectiveness, and a shared row does not make two provisions equivalent.
A machine selected and arranged these records. No human review of the selection or framing is recorded.
What the statuses mean
- Stated
- A passage meets the question’s criterion as worded, however conditional or narrow its scope. The condition or scope is in the note.
- Stated, partly
- A passage has what the criterion asks for, but in a weaker form than the criterion’s own words: for example, no named person or body where the question asks for one, or a “may” where it asks for a statement that something will happen.
- Recorded, not re-checked
- A passage recorded earlier from an archive copy. The edition could not be retrieved again to re-check it for this comparison.
- Not found in the recorded search
- No passage meeting the criterion was found. The record lists the sections read, the search terms and every passage set aside, with the reason. It does not show that the developer lacks the practice, or that a provision was deleted.
- Not checked
- The edition could not be retrieved, and no passage on this question was recorded earlier.
Limits of this comparison
- Conditions that matter are in each cell’s note. A “stated” cell can carry conditions as important as those of a “stated, partly” one.
- The page compares and does not rank. There are no scores or totals, and columns are in a fixed order.
- Six questions are shown, on required actions, who decides and exceptions. Eleven further questions (risk domains, thresholds, evaluation timing, reporting and revision) were prepared but are not shown, because quoting them would exceed Selekoa’s quotation limit for most editions.
- Passages were selected, checked and placed under each question by machine, and checked by a reviewer from a different model family. The maintainer decided the borderline cases. No editor has reviewed the records.
Editions shown: the latest of each framework
| Question | Anthropic · Responsible Scaling Policyv3.4 · effective 2026-07-08Edition text: Responsible Scaling Policy — v3.4Archived copy, captured 2026-07-10: Responsible Scaling Policy — v3.4 | Google DeepMind · Frontier Safety Frameworkv3.1 · published 2026-04-17Edition text: Frontier Safety Framework — v3.1Archived copy, captured 2026-04-23: Frontier Safety Framework — v3.1 | Meta · Frontier AI / Advanced AI Scaling Frameworkv2.0 · published 2026-04-08Edition text: Advanced AI Scaling Framework — Version 2Archived copy, captured 2026-04-08: Advanced AI Scaling Framework — Version 2 | Microsoft · Frontier Governance FrameworkFeb 2026 · revised 2026-02Edition text: Frontier Governance Framework — February 2026Archived copy, captured 2026-04-24: Frontier Governance Framework — February 2026 | OpenAI · Frontier Governance FrameworkMay 2026 edition · published 2026-05-28Edition text: Frontier Governance Framework — May 2026 editionArchived copy, captured 2026-05-29: Frontier Governance Framework — May 2026 edition | OpenAI · Preparedness FrameworkVersion 2 · published 2025-04-15Edition text: Preparedness Framework — Version 2Archived copy, captured 2025-04-15: Preparedness Framework — Version 2 | xAI · Frontier AI FrameworkJune 2026 edition · effective 2026-06-30Edition text: Frontier Artificial Intelligence Framework — June 2026 editionArchived copy, captured 2026-07-16: Frontier Artificial Intelligence Framework — June 2026 edition |
|---|---|---|---|---|---|---|---|
| Required actions when a threshold is reached | |||||||
| Safeguards requiredSafeguards, mitigations or standards the edition requires (or states it will apply) for a model at or above a threshold. | Stated
Note: Company plans (middle column) are separated from industry-wide recommendations (right column), which the edition says it cannot unilaterally and unconditionally commit to. For the novel chemical/biological row the company column extends protections at least as strong as ASL-3 to more use cases; for the misaligned AI systems in high-stakes settings and Automated R&D rows it lists Risk Report disclosure, security and alignment projects rather than a named standard. | Stated
Note: Recommended security levels: 'Security level 2+' (defined on PDF p. 9 as RAND SL2 plus insider-threat and non-state-actor measures) for CBRN, cyber and harmful manipulation CCLs; 3 and 4 for ML R&D CCLs. A parallel deployment process applies to ML R&D and Misalignment T/CCLs (§3.1.2). For the Stealth and Situational Awareness TCL, safeguards such as chain-of-thought monitoring are applied if residual risk from internal deployment is deemed unacceptable (PDF p. 14). | Stated
Note: Table 1 also assigns security measures: heightened access controls to model weights for High and Critical (for Critical 'as overseen by the Chief AI Officer and/or Director of Alignment and Risk … insofar as is technically feasible and commercially practicable'). | Stated
Note: Safety mitigations are applied 'so that the model’s risk level remains at low or medium once mitigations have been applied' (PDF p. 8); critical-risk models are subject to 'the highest level of security safeguards' (PDF p. 8). | Stated
Note: No tier-by-tier safeguard requirements are stated; safeguards are tied to residual risk being within acceptable levels. Security mitigations are listed in §3 (PDF pp. 16–17). | Stated
Note: Refers to High thresholds. Table 1 lists risk-specific safeguard guidelines, and Appendix C gives illustrative safeguards and the security practices required for High capability models (PDF pp. 17–22). | Stated, partly
Note: Mitigations are not keyed to named thresholds; the closest threshold-linked provision is the risk-acceptance condition quoted under “Pause, non-deployment or non-training”. CBRN-specific heightened safeguards are triggered by prompts demonstrating intent (PDF p. 3). |
| Pause, non-deployment or non-trainingA statement that development, training or deployment will stop, pause or not proceed when required safeguards are not in place or a level is reached. | Stated
Note: Delay commitments are tied to Appendix A competitor scenarios (see “Provisions conditioned on other developers”); outside them the edition says it would 'strongly consider' pausing (conditional wording, added in v3.1). No passage commits to not training or deploying a model without adequate safeguards (the dataset records that provision as not found in this edition). | Stated
Note: A deployment gate: external deployment (and, under §3.1.2, high-risk internal deployment) takes place only after a governance determination that residual risk is acceptable. The misuse deployment-mitigation acceptance criterion is 'required only for external deployment, not internal deployment or further development' (PDF p. 7). No passage states that development will be put on hold. | Stated
Note: Applies to either critical-threshold scenario. Development and deployment are conditioned on validated mitigations rather than stopped; for cyber, a model meeting the simple-suite threshold is provisionally rated high and 'such deployment will not be implemented' until complex evaluation is complete (PDF p. 29); the change log records the critical measure changing from 'Stop' to 'Develop with Mitigations' (see “Stated changes from the previous edition”). | Stated
Note: The pause is tied to unmitigable risk rather than to reaching a level; high or critical models are 'subject to further review and safety and security mitigations prior to deployment' (PDF p. 7). | Stated
Note: The condition is residual risk relative to acceptable levels, not a named tier; the statement concerns deployment, not training. | Stated
Note: The deployment statement is conditioned on risks being 'sufficiently minimized'. §4.3 allows adjustment of required safeguards under stated conditions (see the competitor facet). | Stated
|
| Who decides | |||||||
| Determination of capability or safeguard adequacyThe person, office or body the edition names as making or approving the determination that a threshold is reached, that safeguards are adequate, or that a model may be deployed. | Stated
Note: The determination is tied to approval of a Risk Report rather than to a per-threshold capability or safeguards determination. The RSO's duties also include approving relevant model development or deployment decisions (§4, item 1). | Stated
Note: The 'appropriate governance function' is not named. The same function may also exempt low-risk external deployments from a critical capability assessment (see “Other exceptions or discretion”). | Stated
Note: Threshold assignment names both officers ('and'); the deployment decision names either ('or'). §2.3 adds that deployment follows 'with the approval of the Chief AI Officer' (PDF p. 10). | Stated
Note: No named role assigns the pre-mitigation score; the Executive Officers are those 'responsible for Microsoft’s AI governance program'. | Stated, partly
Note: The edition does not itself name who makes the acceptance or deployment determination; it names advisers and refers to the Preparedness Framework's Appendix B. | Stated
Note: The SAG reviews the Capabilities Report and decides on next steps (§3.3, PDF p. 10) and assesses whether safeguards sufficiently minimize risk (§4.2, PDF p. 11); Appendix B gives OpenAI Leadership (the CEO or a designee) all final decisions, including deployment go/no-go (PDF p. 16). | Not found in the recorded search |
| Board or external oversightA role the edition gives to a board, board committee, trust, or external party in overseeing or reviewing those decisions. | Stated
Note: Otherwise the CEO and RSO share their decision(s), the Risk Report and internal feedback with the Board and LTBT after approval (§3.4 item 4). External reviewers of Risk Reports are selected with the Board consulted and LTBT approval required (from v3.2) and asked to publish commentary (§3.6); an approximately annual third-party review of procedural compliance is commissioned (§4). | Not found in the recorded search Note: Internal reviews with escalation are described (§4.1, PDF p. 16); the facet asks for a board, trust or external party. | Stated, partly
Note: The board role is stated as general product and regulatory compliance oversight, not a specific role in framework decisions. An internal governance function periodically reviews risk management practices (same paragraph). | Stated, partly
Note: The board role is stated through general corporate governance; no specific board review of framework decisions is described. | Stated
Note: Material updates to the Framework go to the OpenAI Foundation board's Safety and Security Committee and the OpenAI Ireland Limited board for oversight (§7.1, PDF p. 21). | Stated
| Not found in the recorded search |
| Exceptions and discretion | |||||||
| Provisions conditioned on other developersA provision that relaxes, adjusts or conditions the developer’s safeguards or commitments on what other developers do or have (often called a “race” or “marginal risk” clause). Scope tests that decide whether a model is covered by the framework are recorded as context, not counted. | Stated
Note: Appendix A ('Commitments Related to Competitors') has three scenarios; the 'Anthropic in the lead' delay is recorded under “Pause, non-deployment or non-training”. §1 says Anthropic cannot unilaterally and unconditionally commit to the industry-wide recommendations, framing the change as a collective action problem. Where a decision relies on marginal risk analysis, Risk Reports add a competitive landscape analysis (§3.3) and need Board and LTBT approval (§3.4). | Stated
| Not found in the recorded search Note: Comparative scope and reference-class provisions, not a waiver of safeguards conditional on other developers. Appendix I compares a model with 'the most advanced models' (not limited to Meta's) to decide whether it is Frontier AI (PDF p. 41); §2.1.1 compares a planned model 'against our own models and those available externally' to identify a 'reference class' used to anticipate risks and required assessments (PDF p. 4). Both are recorded here as context. | Stated, partly
Note: A marginal-uplift consideration in the risk determination, measured against available tools and open-weights models; it does not state that measures change depending on other developers’ actions. | Not found in the recorded search Note: Exemption from Model Report updates by reference to the EU Code of Practice's similarly-safe-or-safer test, whose safe reference model may be another provider's model (Code, Appendix 2.1); governs reporting only, not safeguards. | Stated
| Not found in the recorded search |
| Other exceptions or discretionAny other stated exception, deviation, override or room for judgement in applying the framework. | Stated
Note: Further room for judgement: Appendix A says Anthropic will often have to use its best judgment on whether a competitor scenario applies; Risk Reports may record deviations from described mitigations (§3.2); redactions may be made for listed reasons 'not limited to' those (§3.5); a report is 'significantly redacted' in the judgment of the RSO, CEO, Board or LTBT (§3.6). | Stated
Note: §1.3.3 (PDF p. 6) says the specific mitigations implemented 'may be determined when a T/CCL is reached'. Security adequacy may also be assessed on other grounds than the recommended level (§1.3.5), and the closing Note says assessments 'will often involve some level of subjective analysis' (PDF p. 8). | Stated
Note: Other stated room for judgement: cyber capabilities may be made available 'to qualified and trusted customers where appropriate' (PDF p. 30); chemical and biological capabilities may be offered to trusted researchers 'with reduced mitigations via structured access controls' (PDF p. 33, research area), and non-material modifications are presumed to inherit the underlying model's threshold (PDF p. 17). | Stated
Note: Point 2 is one element of the recommendation submitted for the deployment decision. | Stated
| Stated
Note: Other stated room for judgement: threshold determinations reflect 'holistic judgment' (PDF p. 10); footnote 6 states that distilled, fine-tuned or quantized models from a model below High will ordinarily not require additional safety measures (PDF p. 10); disclosures may be redacted or summarized (PDF p. 14). | Stated
Note: The December 2025 trusted-user and benefits-outweigh-benchmark clauses do not appear in this edition. |