Within Risk thresholds
When model abilities become release warning signs
Capability thresholds flag when a frontier model may have abilities that make catastrophic misuse or loss of control more plausible.
On this page
- What capability thresholds try to catch
- Examples from biosecurity and cyber autonomy
- Why crossing a capability threshold does not always block release
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Introduction
Capability thresholds are one of the main ways frontier AI developers try to identify when a model’s abilities have become dangerous enough to warrant special scrutiny before release. In the context of AI doom and existential risk debates, the basic idea is simple: some capabilities may create plausible pathways to catastrophic misuse, loss of control, or other severe outcomes, even if those outcomes have not yet occurred. A capability threshold is a predefined point at which a model’s demonstrated abilities become a warning sign that stronger safeguards, restricted deployment, or additional evaluation may be needed. [Frontier Model Forum]frontiermodelforum.orgfrontier ai biosafety thresholdsFrontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat… [Frontier]frontierglobaluw.comFRONTIER309 Kent Street Sydney 2000 (0)20 3968 8235 enquiries@frontierglobaluw.com © Copyright 2020-2025. Frontier is a private limited c…
The importance of these thresholds comes from a practical problem. It is often easier to measure what a model can do than to estimate the precise probability of future catastrophes. As a result, many frontier AI safety frameworks use capability tests as early indicators that risks may be increasing, particularly in areas such as biosecurity, cyber operations, and dangerous autonomy. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [2metr.org]metr.orgcommon elementsof Frontier AI Safety Policies16 Dec 2025 — The policies also outline commitments to conduct model evaluations assessing whether models a…
What capability thresholds try to catch
Capability thresholds are designed to detect abilities that could unlock serious threat scenarios. They are not intended to measure ordinary mistakes, misinformation, or routine product harms. Instead, they focus on abilities that might substantially increase the likelihood of extreme outcomes if combined with malicious intent, poor oversight, or future advances. [Frontier Model Forum]frontiermodelforum.orgfrontier ai biosafety thresholdsFrontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat… [Frontier]frontierglobaluw.comFRONTIER309 Kent Street Sydney 2000 (0)20 3968 8235 enquiries@frontierglobaluw.com © Copyright 2020-2025. Frontier is a private limited c…
The mechanism works in stages:
- Researchers identify a threat scenario, such as assisting biological weapon development or conducting sophisticated cyber operations.
- They identify the capabilities that would make that scenario easier.
- They create evaluations to test for those capabilities.
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- Crossing a predefined threshold triggers additional governance actions. [Frontier Model Forum]frontiermodelforum.orgfrontier ai biosafety thresholdsFrontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat… 2cdn.openai.com
From an AI doom perspective, capability thresholds matter because they aim to provide warning before a system becomes fully capable of causing severe harm. Rather than waiting for a disaster, developers look for abilities that might represent stepping stones towards more dangerous systems. This reflects a broader concern in AI safety that capability gains can sometimes appear faster than expected and that dangerous combinations of abilities may emerge before society has reliable control methods. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [GOV.UK]GOV.UKrisks of frontier AI (Annex A)28 Apr 2025 — However, these systems can exhibit dangerous capabilities and pose a… training compared to…
Examples from biosecurity and cyber autonomy
Biosecurity and cyber capabilities have become the most common examples because they involve domains where highly capable assistance could, in principle, enable small groups or individuals to cause disproportionate harm.
Biosecurity capabilities
Many frontier safety frameworks treat advanced biological knowledge and reasoning as a major area for evaluation. The concern is not that current models automatically enable catastrophic biological attacks. Rather, researchers worry about future systems that might substantially improve a user’s ability to design pathogens, troubleshoot experiments, identify weaknesses in existing safeguards, or accelerate scientific work relevant to biological threats. [Frontier Model Forum]frontiermodelforum.orgfrontier ai biosafety thresholdsFrontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat… 2cdn.openai.com
Capability thresholds in this area therefore focus on questions such as:
- Can the model outperform existing public resources when assisting with specialised biological tasks?
- Can it help solve difficult technical problems that would otherwise require expert knowledge?
- Can it provide unusually effective guidance across an entire biological workflow rather than isolated steps? Frontier Model Forum [AI Security Institute]aisi.gov.ukAI Security InstituteFrontier AI Trends Report by The AI Security Institute (AISI)Autonomy skills: We test the extent to which AI systems…
For AI doom advocates, biosecurity thresholds are important because they represent one of the clearest pathways by which increasingly capable AI could contribute to globally catastrophic misuse. Critics generally agree that biological capabilities deserve monitoring, although they often disagree about how close current systems are to crossing truly alarming thresholds. [cdn.openai.com]cdn.openai.compreparedness framework betaPreparedness Framework (Beta)18 Dec 2023 — By catastrophic risk, we mean any risk which could result in hundreds of billions of dollars i… [GOV.UK]GOV.UKfrontier ai capabilities and risks discussion paperIt describes the current state and key trends relating to frontier AI capabilities, and then explores how frontier AI capabilities…Rea…
Cyber capabilities
Cybersecurity evaluations examine whether models can identify vulnerabilities, write sophisticated exploits, coordinate complex intrusion campaigns, or autonomously perform multi-step offensive tasks. Frontier AI safety frameworks increasingly treat advanced cyber ability as a core category of dangerous capability. Frontier Model Forum [AI Security Institute]aisi.gov.ukAI Security InstituteFrontier AI Trends Report by The AI Security Institute (AISI)Autonomy skills: We test the extent to which AI systems…
The concern is not merely that models can generate code. Many existing systems can already do that. The question is whether they can reliably perform sequences of actions that resemble the work of highly skilled human attackers. If a model could independently discover vulnerabilities, adapt to obstacles, and execute long chains of actions with limited human supervision, it might represent a qualitatively different level of risk. Frontier Model Forum [AI Security Institute]aisi.gov.ukAI Security InstituteFrontier AI Trends Report by The AI Security Institute (AISI)Autonomy skills: We test the extent to which AI systems…
This links directly to wider AI doom discussions about dangerous autonomy. A model that can repeatedly plan, adapt, and execute complex objectives in cyber environments may provide evidence that broader autonomous capabilities are emerging. Whether that eventually leads to genuine loss-of-control scenarios remains highly disputed, but cyber evaluations are often viewed as an observable testing ground for such concerns. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [AI Security Institute]aisi.gov.ukAI Security InstituteFrontier AI Trends Report by The AI Security Institute (AISI)Autonomy skills: We test the extent to which AI systems…
Early autonomy warning signs
Several evaluation programmes also test abilities related to self-improvement, autonomous research, self-proliferation, deception, or long-horizon planning. Researchers do not claim that current models exhibit full autonomous agency. Instead, they are looking for incremental warning signs that systems are becoming better at pursuing goals across extended sequences of actions. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [AI Security Institute]aisi.gov.ukAI Security InstituteFrontier AI Trends Report by The AI Security Institute (AISI)Autonomy skills: We test the extent to which AI systems…
For doom-focused researchers, these evaluations are particularly significant because many takeover and loss-of-control scenarios rely on advanced autonomy. The presence of such capabilities would not prove that a takeover is imminent, but it could indicate movement towards abilities that feature prominently in long-term existential risk arguments. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [GOV.UK]GOV.UKemerging processes for frontier ai safetyprocesses for frontier AI safety27 Oct 2023 — This document contains the world's first overview of emerging safety processes focused on f…
Why crossing a capability threshold does not always block release
A common misunderstanding is that crossing a capability threshold automatically means a model cannot be deployed. Most current frameworks do not work that way. Instead, thresholds usually function as triggers for additional safeguards and review. [Frontier Model Forum]frontiermodelforum.orgfrontier ai biosafety thresholdsFrontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat… [Frontier]frontierglobaluw.comFRONTIER309 Kent Street Sydney 2000 (0)20 3968 8235 enquiries@frontierglobaluw.com © Copyright 2020-2025. Frontier is a private limited c…
Once a threshold is crossed, developers may respond by:
- Increasing security protections around model weights.
- Restricting access to trusted users.
- Adding monitoring and abuse-detection systems.
- Limiting deployment environments.
- Conducting further evaluations before wider release. [Frontier Model Forum]frontiermodelforum.orgfrontier ai biosafety thresholdsFrontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat… 2cdn.openai.com
This reflects an important distinction between capability and risk. A model may possess a dangerous capability while still being considered releasable if developers believe effective mitigations reduce the overall risk to an acceptable level. Conversely, a model might remain below a capability threshold but still raise concerns in a specific deployment context. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [Frontier]frontierglobaluw.comFRONTIER309 Kent Street Sydney 2000 (0)20 3968 8235 enquiries@frontierglobaluw.com © Copyright 2020-2025. Frontier is a private limited c…
Supporters argue that this flexibility is necessary because capability tests are imperfect proxies for real-world harm. Critics respond that thresholds lose much of their value if companies retain broad discretion to release models after crossing them. The debate is therefore not just about where thresholds should be set, but also about how binding they should be. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [Federation of American Scientists]fas.orgscaling ai safetyCan Preparedness Frameworks Pull Their Weight?5 Mar 2024 — Preparedness frameworks should cover the breadth of potential catastrophic ris…
The main disagreement: warning system or false precision?
Capability thresholds are attractive because they create concrete decision points. Instead of relying entirely on vague discussions about future risk, they connect measurable evaluations to governance actions. Many researchers see them as one of the most practical tools currently available for managing frontier AI uncertainty. [Frontier Model Forum]frontiermodelforum.orgfrontier ai biosafety thresholdsFrontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat… [Frontier]frontierglobaluw.comFRONTIER309 Kent Street Sydney 2000 (0)20 3968 8235 enquiries@frontierglobaluw.com © Copyright 2020-2025. Frontier is a private limited c…
However, significant disagreements remain.
One criticism is that capabilities are difficult to measure accurately. Models may perform poorly on a benchmark while still possessing relevant abilities in the real world. Alternatively, they may excel on a test without posing meaningful danger outside the evaluation environment. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [GOV.UK Assets]assets.publishing.service.gov.ukAssetsCapabilities and risks from frontier AI○ Evaluations: systematic assessments of an AI system's performance, capabilities, or safety…
Another criticism is that dangerous capabilities may emerge gradually rather than at a single clear threshold. A model that scores just below a cutoff may be almost as capable as one that scores just above it. This creates uncertainty around where lines should be drawn. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… Frontier AI doom advocates often accept these limitations but argue that imperfect warning systems are better than none. Their concern is that waiting [GOV.UK]GOV.UKfrontier ai capabilities and risks discussion paperIt describes the current state and key trends relating to frontier AI capabilities, and then explores how frontier AI capabilities…Rea… for direct evidence of catastrophic harm could mean reacting only after capabilities have advanced too far. Sceptics counter that capability thresholds can create an illusion of precision and may overstate confidence about speculative future risks. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [Federation of American Scientists]fas.orgscaling ai safetyCan Preparedness Frameworks Pull Their Weight?5 Mar 2024 — Preparedness frameworks should cover the breadth of potential catastrophic ris…
What capability flags can and cannot tell us
Capability thresholds are best understood as early-warning indicators rather than proof that an existential catastrophe is imminent. They attempt to identify abilities that could make catastrophic misuse, dangerous autonomy, or future loss-of-control scenarios more plausible if progress continues. [Frontier Model Forum]frontiermodelforum.orgfrontier ai biosafety thresholdsFrontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat… 2arXiv
For readers interested in AI doom, their significance lies in the fact that they operationalise a difficult question: what observable evidence should make us more worried about advanced AI systems? Capability thresholds do not answer the larger debate over p(doom), nor do they settle arguments about whether AI takeover scenarios are realistic. What they provide is a mechanism for turning abstract concerns into concrete tests and release decisions. When a model begins demonstrating abilities associated with biosecurity risks, advanced cyber operations, or increasingly autonomous behaviour, those abilities become release warning signs that developers, regulators, and safety researchers can no longer easily ignore. [arXiv]arxiv.orgarXivRisk thresholds for frontier AIJune 20, 2024… [Frontier]frontierglobaluw.comFRONTIER309 Kent Street Sydney 2000 (0)20 3968 8235 enquiries@frontierglobaluw.com © Copyright 2020-2025. Frontier is a private limited c…
Endnotes
-
Source: arxiv.org
Link: https://arxiv.org/abs/2406.14713Source snippet
arXivRisk thresholds for frontier AIJune 20, 2024...
Published: June 20, 2024
-
Source: metr.org
Title: common elements
Link: https://metr.org/common-elementsSource snippet
of Frontier AI Safety Policies16 Dec 2025 — The policies also outline commitments to conduct model evaluations assessing whether models a...
-
Source: cdn.openai.com
Title: preparedness framework beta
Link: https://cdn.openai.com/openai-preparedness-framework-beta.pdfSource snippet
Preparedness Framework (Beta)18 Dec 2023 — By catastrophic risk, we mean any risk which could result in hundreds of billions of dollars i...
-
Source: arxiv.org
Title: arXiv Evaluating Frontier Models for Dangerous Capabilities
Link: https://arxiv.org/abs/2403.13793Source snippet
arXivEvaluating Frontier Models for Dangerous CapabilitiesMarch 20, 2024...
Published: March 20, 2024
-
Source: GOV.UK
Link: https://www.gov.uk/government/publications/frontier-ai-capabilities-and-risks-discussion-paper/future-risks-of-frontier-ai-annex-aSource snippet
risks of frontier AI (Annex A)28 Apr 2025 — However, these systems can exhibit dangerous capabilities and pose a... training compared to...
-
Source: GOV.UK
Title: frontier ai capabilities and risks discussion paper
Link: https://www.gov.uk/government/publications/frontier-ai-capabilities-and-risks-discussion-paper/frontier-ai-capabilities-and-risks-discussion-paperSource snippet
It describes the current state and key trends relating to frontier AI capabilities, and then explores how frontier AI capabilities...Rea...
-
Source: aisi.gov.uk
Link: https://www.aisi.gov.uk/frontier-ai-trends-reportSource snippet
AI Security InstituteFrontier AI Trends Report by The AI Security Institute (AISI)Autonomy skills: We test the extent to which AI systems...
-
Source: cdn.openai.com
Title: preparedness framework v2
Link: https://cdn.openai.com/pdf/18a02b5d-6b67-4cec-ab64-68cdfbddebcd/preparedness-framework-v2.pdfSource snippet
Preparedness Framework15 Apr 2025 — In our updated framework, we make clear that we use a holistic process to decide which areas of front...
-
Source: GOV.UK
Title: emerging processes for frontier ai safety
Link: https://www.gov.uk/government/publications/emerging-processes-for-frontier-ai-safety/emerging-processes-for-frontier-ai-safetySource snippet
processes for frontier AI safety27 Oct 2023 — This document contains the world's first overview of emerging safety processes focused on f...
-
Source: assets.publishing.service.gov.uk
Link: https://assets.publishing.service.gov.uk/media/65395abae6c968000daa9b25/frontier-ai-capabilities-risks-report.pdfSource snippet
AssetsCapabilities and risks from frontier AI○ Evaluations: systematic assessments of an AI system's performance, capabilities, or safety...
-
Source: OpenAI
Title: updating our preparedness framework
Link: https://openai.com/index/updating-our-preparedness-framework/Source snippet
comOur updated Preparedness Framework15 Apr 2025 — Sharing our updated framework for measuring and protecting against severe harm from fr...
-
Source: OpenAI
Title: our approach to frontier risk
Link: https://openai.com/global-affairs/our-approach-to-frontier-risk/Source snippet
comOpenAI's Approach to Frontier RiskOct 26, 2023 — The Preparedness Framework will detail our approach to developing rigorous frontier m...
-
Source: arxiv.org
Link: https://arxiv.org/html/2507.16534v2Source snippet
Frontier AI Risk Management Framework in PracticeTo understand and identify the unprecedented risks posed by rapidly advancing [artificial]({{ 'artificial-goals/' | relative_url }})...
-
Source: arxiv.org
Link: https://arxiv.org/html/2507.16534v1Source snippet
Frontier AI Risk Management Framework in Practice22 Jul 2025 — This technical report conducts a comprehensive assessment of AI's frontier...
-
Source: arxiv.org
Link: https://arxiv.org/html/2511.05526v1Source snippet
Emergency Response Measures for Catastrophic AI Risk28 Oct 2025 — These thresholds directly parallel the catastrophic risks identified in...
-
Source: arxiv.org
Link: https://arxiv.org/pdf/2509.24394Source snippet
OpenAI Preparedness Framework affordances_v6by S Coggins · 2025 · Cited by 2 — The 2025 OpenAI Preparedness Framework does not guarantee...
-
Source: aisi.gov.uk
Title: early lessons from evaluating frontier ai systems
Link: https://www.aisi.gov.uk/blog/early-lessons-from-evaluating-frontier-ai-systemsSource snippet
AISI Work24 Oct 2024 — We look into the evolving role of third-party evaluators in assessing AI safety, and explore how to design robust...
-
Source: find-and-update.company-information.service.gov.uk
Title: company-information.service.gov.uk FRONTIE R LTD overview
Link: https://find-and-update.company-information.service.gov.uk/company/05553837Source snippet
LTD overview - Companies House - GOV.UKFRONTIER LTD - Free company information from Companies House including registered office address...
-
Source: frontiermodelforum.org
Title: frontier ai biosafety thresholds
Link: https://www.frontiermodelforum.org/issue-briefs/frontier-ai-biosafety-thresholds/Source snippet
Frontier Model ForumFrontier AI Biosafety Thresholds12 May 2025 — Frontier AI thresholds describe predefined notions of risk that indicat...
Published: May 2025
-
Source: frontiermodelforum.org
Title: issue brief thresholds for frontier ai safety frameworks
Link: https://www.frontiermodelforum.org/updates/issue-brief-thresholds-for-frontier-ai-safety-frameworks/Source snippet
Frontier Model ForumIssue Brief: Thresholds for Frontier AI Safety Frameworks7 Feb 2025 — This brief elaborates on the importance of thre...
-
Source: frontiermodelforum.org
Title: risk taxonomy and thresholds
Link: https://www.frontiermodelforum.org/technical-reports/risk-taxonomy-and-thresholds/Source snippet
for Frontier AI Frameworks18 Jun 2025 — Thresholds can be used to signal when a frontier model requires additional scrutiny or safeguards...
-
Source: frontiermodelforum.org
Title: issue brief components of frontier ai safety frameworks
Link: https://www.frontiermodelforum.org/updates/issue-brief-components-of-frontier-ai-safety-frameworks/Source snippet
Frontier Model ForumIssue Brief: Components of Frontier AI Safety Frameworks8 Nov 2024 — These may include, for example, security or cont...
-
Source: frontiermodelforum.org
Title: managing advanced cyber risks in frontier ai frameworks
Link: https://www.frontiermodelforum.org/technical-reports/managing-advanced-cyber-risks-in-frontier-ai-frameworks/Source snippet
Frontier Model ForumManaging Advanced Cyber Risks in Frontier AI Frameworks13 Feb 2026 — Frontier AI frameworks address high-severity or...
-
Source: frontiermodelforum.org
Title: third party assessments
Link: https://www.frontiermodelforum.org/technical-reports/third-party-assessments/Source snippet
Third-Party Assessments4 Aug 2025 — If a developer reports their model narrowly falls below a dangerous capability threshold for autonomo...
-
Source: fas.org
Title: scaling ai safety
Link: https://fas.org/publication/scaling-ai-safety/Source snippet
Can Preparedness Frameworks Pull Their Weight?5 Mar 2024 — Preparedness frameworks should cover the breadth of potential catastrophic ris...
-
Source: flyfrontier.com
Link: https://www.flyfrontier.com/Source snippet
Frontier Airlines: Low Fares Done RightAs Home of Low Fares Done Right, find great deals and cheap flights to destinations all over North...
-
Source: frontierag.co.uk
Link: https://www.frontierag.co.uk/ -
Source: merriam-webster.com
Link: https://www.merriam-webster.com/dictionary/frontierSource snippet
FRONTIER Definition & Meaning6 days ago — 1. a: a border between two countries; the frontier between Canada and the US b obsolete: a st...
-
Source: collinsdictionary.com
Link: https://www.collinsdictionary.com/dictionary/english/frontierSource snippet
the part of a country that borders another country; boundary; border · 2. the land or territory that forms the furthest extent...Read more...
-
Source: x.com
Link: https://x.com/fmf_orgSource snippet
and deployment of frontier AI.Read more...
-
Source: enkryptai.com
Title: frontier safety frameworks comprehensive overview
Link: https://www.enkryptai.com/blog/frontier-safety-frameworks-comprehensive-overviewSource snippet
Frontier Safety Frameworks — A Comprehensive Picture17 Jul 2025 — Google DeepMind's Frontier Safety Framework introduces Critical Capabil...
-
Source: frontierglobaluw.com
Link: https://frontierglobaluw.com/Source snippet
FRONTIER309 Kent Street Sydney 2000 (0)20 3968 8235 enquiries@frontierglobaluw.com © Copyright 2020-2025. Frontier is a private limited c...
-
Source: Wikipedia
Title: Frontier Airlines
Link: https://en.wikipedia.org/wiki/Frontier_AirlinesSource snippet
Frontier AirlinesFrontier Airlines, Inc., is an American ultra-low-cost airline headquartered in Denver, Colorado. It operates flights...
Additional References
-
Source: linkedin.com
Link: https://www.linkedin.com/pulse/openais-preparedness-framework-red-marble-ai-vfvtcSource snippet
OpenAI's preparedness frameworkProviding transparency on training data sources may not be necessary to detect and manage catastrophic ris...
-
Source: aigi.ox.ac.uk
Link: https://aigi.ox.ac.uk/wp-content/uploads/2025/10/Post-convening-memo_-Safety-Frameworks-and-Standards_-A-comparative-analysis-to-advance-risk-management-of-frontier-AI_09.10.2025.pdfSource snippet
Frameworks and Standards: A comparative analysis to...by M Ziosi · 2025 · Cited by 2 — Frontier AI refers to highly capable AI that coul...
-
Source: ratings.safer-ai.org
Link: https://ratings.safer-ai.org/company/openai/Source snippet
Risk Management RatingsOpenAI – Risk Management RatingsTheir Beta framework had a strong emphasis on running a process for identifying un...
-
Source: youtube.com
Link: https://www.youtube.com/watch?v=DUAbMXUl7U4Source snippet
OpenAI Launches Catastrophic Risk Preparedness TeamOpenAI forms a team to focus on how to prepare for the biggest most catastrophic risks...
-
Source: the-decoder.com
Link: https://the-decoder.com/how-openai-aims-to-prevent-catastrophic-ai-risks/Source snippet
How OpenAI aims to prevent catastrophic AI risks - The DecoderDec 19, 2023 — OpenAI seeks to monitor catastrophic risk through careful as...
-
Source: aicerts.ai
Title: openais preparedness hire signals ai risk management shift
Link: https://www.aicerts.ai/news/openais-preparedness-hire-signals-ai-risk-management-shift/Source snippet
OpenAI's Preparedness Hire Signals AI Risk Management...OpenAI's search for a Preparedness chief highlights AI Risk Management, safety c...
-
Source: internationalaisafetyreport.org
Title: second key update technical safeguards and risk management
Link: https://internationalaisafetyreport.org/publication/second-key-update-technical-safeguards-and-risk-managementSource snippet
Second Key Update: Technical Safeguards and Risk...Nov 25, 2025 — Frontier AI Safety Frameworks aim to function as risk management tools...
-
Source: forum.effectivealtruism.org
Title: the world s first frontier ai regulation is surprisingly
Link: https://forum.effectivealtruism.org/posts/Z4DYcBDd36mwr5Xpq/the-world-s-first-frontier-ai-regulation-is-surprisinglySource snippet
world's first frontier AI regulation is surprisingly thoughtful22 Sept 2025 — As a rule, they all identify specific dangerous capabilitie...
-
Source: libertify.com
Title: openai preparedness framework 2025 safety analysis
Link: https://www.libertify.com/interactive-library/openai-preparedness-framework-2025-safety-analysis/Source snippet
OpenAI Preparedness Framework 2025: What It17 Mar 2026 — Only 3 of 24 risks evaluated: The framework requests systematic evaluation of ju...
-
Source: forum.effectivealtruism.org
Link: https://forum.effectivealtruism.org/posts/fsxQGjhYecDoHshxX/i-read-every-major-ai-lab-s-safety-plan-so-you-don-t-have-toSource snippet
read every major AI lab's safety plan so you don't have to16 Dec 2024 — OpenAI's Preparedness Framework contains a unique risk category...
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