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Expert opinions on Transparency
Quotes, votes and policy statements on Transparency from AI researchers, executives and policymakers.
335 sourced quotes · 8 statements · 79% for / 18% against overall
Featuring: Miles Brundage Dario Amodei Gary Marcus OpenAI Max Tegmark Sam Altman
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Mandate reporting of AI training runs above 10²⁶ FLOPs to a designated national or international authority
20 opinions
For (12)Diana KelleyCybersecurity expert; CISO at Noma Security; former Cybersecurity Field CTO at Microsoft and IBM Security executivevotes For and says:Voluntary security programs can work, but only when they create real accountability. [...] Without that structure, a voluntary process could look reassuring without materially reducing risk.
AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (5)Mayer BrownInternational law firmabstains and says:According to the proposed rule, a covered US person will be required to provide quarterly reports to BIS if the US person “engages in, or plans, within six months, to engage in ‘applicable activities.’” “Applicable activities” include: “Conducting a...
more Unverified source (2024)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (3)David SacksWhite House AI and crypto czarvotes Against and says:The change in the EO from a 90 day to 30 day period is a game changer because it allows our AI labs to comply with the voluntary framework without delaying new model releases.
AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
AI value alignment must be subject to public deliberation, not decided by developers alone
29 opinions
For (27)Oliver EscobarChair of Public Policy and Democratic Innovation at the University of Edinburgh; deliberative democracy scholar and citizens' assembly designervotes For and says:AI is reshaping public services, democratic institutions and everyday life at a pace that has outrun meaningful public input. The Data and AI Exchange was designed to show that when stakeholders are given the time and structure to deliberate seriousl...
more AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (2)Smitha MilliMeta research scientistabstains and says:I definitely don't think we should align it to a specific philosophical theory that is not really robust for the real world, but actually getting public input for a lot of topics is very difficult because the public has not had the time to think abou...
more AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
For (56)Alex BoresNew York State Assemblymembervotes For and says:
New York is poised to be the first government in the United States to do what Americans have been screaming for: require basic guardrails for AI safety. Developers have promised to keep us safe, and this bipartisan bill simply ensures that they keep ...
more AI Verified source (2025)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (8)Jason OxmanPresident and CEO of the Information Technology Industry Council (ITI), a global tech industry trade associationvotes Against and says:The U.S. leads when it promotes innovation and security through voluntary frameworks rather than regulation.
AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
Mandate third-party audits for major AI systems
77 opinions
For (59)OpenAIAI research organizationvotes For and says:Large frontier developers should annually retain an independent third party to audit compliance with frontier safety requirements.
AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (18)NetChoiceOnline business trade associationvotes Against and says:Illinois SB 315's mandatory third-party AI audit requirement creates an impossible compliance burden — there are no recognized auditing standards, certified auditors or established methodologies for frontier model safety audits. [...] Companies canno...
more AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
For (14)Niki IliadisLeads the Global AI Governance portfolio at The Future Society; AI governance expert engaging the OECD, UN and UNESCO and convening the Athens Roundtable on AI and the Rule of Lawvotes For and says:
Cross-border AI incident infrastructure: institutional, technical, and legal arrangements that would allow national and international authorities to detect, share, and act on AI incidents and hazards together across borders. [...] Governments and ind...
more AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
For (31)Cynthia RudinDuke professor, interpretable ML advocatevotes For and says:
You can't have accountability without transparency. Black box models are not transparent, and they don't mix well with human oversight. Either the human blindly trusts the model—or doesn't trust it at all.
AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (1)Reid HoffmanLinkedIn co-founder, venture capitalist, author of Superagencyabstains and says:We have a very natural instinct to say: we want as much interpretability as possible. One of the sci-fi worry cases is that agents start speaking in languages to each other that we don't understand. [...] I bet there are ways to define boundaries tha...
more AI Unverifiable source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (12)Scott RobbinsAI ethics researchervotes Against and says:[...] principles requiring that AI be explicable are misguided. We should be deciding which decisions require explanations. Automation is still an option;
AI Verified source (2019)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
For (24)Ilana BellerDemocracy Campaign Organizer at Public Citizen; leads state-level legislative work on AI regulation including political deepfake disclosure lawsvotes For and says:
Normalizing the use of AI in our media ecosystem broadly, but certainly in our political information system, absolutely carries the risk of undermining trust and belief and the trust that is so critical in our information and our media ecosystem.
AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (6)Institute for Free SpeechFirst Amendment advocacy nonprofitvotes Against and says:While there are many problems with this proposal, a few stand above the others and are fatal to this effort. First, the Commission lacks statutory authority to require disclosure or disclaimers on political advertisements that utilize “artificial int...
more AI Verified source (2024)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly. -
For (32)Centre for Future GenerationsEuropean think tank on emerging technologiesvotes For and says:
Policy and safeguards must evolve just as swiftly [...] requiring safety assurances for powerful open releases before the window for meaningful intervention closes.
AI Verified source (2026)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Abstain (1)Gavin NewsomGovernor of Californiaabstains and says:I do not believe this is the best approach to protecting the public from real threats posed by the technology.
Unverified source (2024)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.Against (11)Gerald KierceAI governance researchervotes Against and says:Open source models are technically exempt [...] based on the assumption that the system is sufficiently well documented to convey its potential risks.
Disputed source (2024)DelegateChoose a list of delegatesto vote as the majority of them.Unless you vote directly.