Conrad Public Track Record

Regulatory prediction calibration

When Conrad spots an early regulatory signal — a consultation, a speech, a discussion paper — it records a dated, probabilistic prediction here before the outcome is known. We publish every prediction and score ourselves with the Brier score once it resolves: 0 is perfect, 0.25 is what you'd get from a coin flip at 50%, 1 is maximally wrong. We do not remove predictions that turn out wrong.

Total predictions
50
Resolved
0
Mean Brier score
No resolved predictions yet
ASIC · AI governance by financial services and credit licenseesp=0.450 by 2027-06-30

ASIC will take formal supervisory or enforcement action against one or more financial services or credit licensees over inadequate AI governance controls.

Pending resolution

Singapore Personal Data Protection Commission · Synthetic data generation and re-identification riskp=0.720 by 2027-03-31

Singapore’s Personal Data Protection Commission will finalise guidance on synthetic data generation, including privacy safeguards for AI development and testing.

Pending resolution

Government of Suriname · Suriname national AI governance frameworkp=0.550 by 2027-06-30

The Government of Suriname will publish a national AI governance roadmap or policy framework following its UNESCO RAM 2.0 assessment.

Pending resolution

European Commission · EU age verification trust schemep=0.650 by 2027-06-30

The European Commission will move to formalise a trust scheme for providers of privacy-preserving age verification tools linked to DSA child protection duties and the EU Digital Identity Wallet framework.

Pending resolution

European Commission, European Parliament and Council of the EU · Child online safety and age assurancep=0.620 by 2027-09-17

EU institutions will advance binding KIDS Act rules on age assurance and safety-by-design duties for social media, games, app stores and AI chatbots used by minors.

Pending resolution

Australian Government and ACCC · Digital platform competition and generative AI risksp=0.580 by 2027-03-17

The Australian Government will move to give the ACCC an expanded role in monitoring generative AI and other emerging digital technologies under digital platform competition reforms.

Pending resolution

ASIC · Automated trading controlsp=0.800 by 2027-06-30

ASIC will finalise amendments to the market integrity rules tightening controls and technology risk management expectations for trading systems and automated trading.

Pending resolution

UK Information Commissioner's Office · AI and data protection guidance updatep=0.650 by 2027-06-30

The ICO will publish updated guidance on AI and data protection to reflect the Data (Use and Access) Act.

Pending resolution

NIST Center for AI Standards and Innovation · Automated benchmark evaluations for AI systemsp=0.750 by 2027-03-31

NIST will publish final guidance on best practices for automated benchmark evaluations of language models and AI agent systems.

Pending resolution

eSafety Commissioner and OAIC · Privacy and safety oversight of age assurancep=0.580 by 2027-06-30

eSafety and the OAIC will take coordinated regulatory action, or issue joint guidance, on privacy compliance for mandatory age assurance and Social Media Minimum Age obligations.

Pending resolution

Australian Competition and Consumer Commission · AI-enabled consumer practices in digital marketsp=0.550 by 2027-06-30

The ACCC will take compliance or enforcement action involving AI-enabled consumer practices, such as automated pricing, dark patterns, scam tools or misleading digital claims, under its 2026-27 priorities.

Pending resolution

Australian Competition and Consumer Commission · ACCC enforcement in digital consumer marketsp=0.720 by 2027-06-30

ACCC will take enforcement action or issue targeted compliance guidance on consumer-facing digital markets, with likely focus on misleading claims, scams, subscriptions, unfair contract terms or pricing practices.

Pending resolution

Digital Transformation Agency · Australian Government AI assurance frameworkp=0.680 by 2027-06-30

The Digital Transformation Agency will issue a final AI assurance framework or equivalent formal guidance for Australian Government agencies using AI.

Pending resolution

Australian Government and ACCC · Digital platform competition and consumer reformsp=0.680 by 2027-03-01

The Australian Government will advance formal digital platform reform proposals, including an unfair trading practices prohibition and an ongoing role for digital platform regulators to monitor generative AI, cloud and related technologies.

Pending resolution

European Commission · Sectoral AI deployment and regulatory sandboxesp=0.550 by 2027-06-01

The European Commission will publish follow-up guidance or implementation measures for sector-specific AI deployment support, including regulatory sandboxes or data access arrangements under the Apply AI Strategy.

Pending resolution

NIST · AI documentation and testing standardsp=0.650 by 2027-03-31

NIST will publish revised or more formal AI standards drafts on public-facing AI documentation and AI testing, evaluation, verification and validation following the Zero Drafts pilot comments.

Pending resolution

ASIC · Digital asset financial product guidancep=0.720 by 2027-03-01

ASIC will finalise updates to INFO 225 on when crypto and digital assets are financial products and how licensing obligations apply.

Pending resolution

Australian Treasury and ACCC · Digital platform competition regulationp=0.650 by 2027-06-01

The Australian Government will move toward legislation or a formal consultation on a digital competition regime for major platforms, with the ACCC positioned for a central enforcement role.

Pending resolution

NIST Center for AI Standards and Innovation · AI benchmark evaluation guidancep=0.650 by 2027-06-30

NIST will finalise voluntary guidance on automated benchmark evaluations of language models and AI agent systems.

Pending resolution

Australian Government · Future AI regulatory settingsp=0.620 by 2027-06-30

The Australian Government will publish further proposed regulatory settings or guidance on responsible AI adoption and AI risk management.

Pending resolution

ASIC · Automated and AI trading system controlsp=0.720 by 2027-06-30

ASIC will amend Australia’s market integrity rules to impose updated controls for automated and algorithmic trading, including requirements for development, testing, monitoring and kill switches for aberrant activity.

Pending resolution

NIST · AI risk management for critical infrastructurep=0.720 by 2027-06-30

NIST will publish a draft or final AI RMF profile giving specific guidance on trustworthy AI use in critical infrastructure, including IT, OT and industrial control systems.

Pending resolution

European Parliament and Council of the European Union · EU Digital Omnibus simplification packagep=0.650 by 2027-08-30

The EU legislators will advance or adopt a Digital Omnibus regulation simplifying obligations under the GDPR, ePrivacy Directive, Data Act, NIS2 and related digital laws.

Pending resolution

NIST · Automated continuous monitoring controlsp=0.720 by 2027-05-31

NIST will finalise revisions to IR 8011 Volume 1 on methodology for identifying SP 800-53 controls suitable for automated testing and continuous monitoring.

Pending resolution

European Commission · EU regulator information sharingp=0.450 by 2027-08-23

The European Commission will propose a legal basis for EU regulators to share enforcement-related information, including confidential material, with data protection authorities.

Pending resolution

Australian Government and eSafety Commissioner · Digital Duty of Care for online servicesp=0.680 by 2027-06-30

The Australian Government will move to formalise a Digital Duty of Care under the Online Safety Act, with proactive risk assessment, mitigation and transparency obligations for online services, including services using AI recommendation systems, generative AI and bots.

Pending resolution

eSafety Commissioner · AI companion child safety compliancep=0.550 by 2027-02-13

eSafety will take formal compliance action against at least one AI companion or chatbot service under the Age-Restricted Material Codes over child safety risks.

Pending resolution

Australia eSafety Commissioner · AI-generated sexualised and child exploitative contentp=0.600 by 2027-02-13

eSafety will take formal compliance action or issue targeted guidance on safeguards for AI services that can generate sexualised or child exploitative imagery, with X's Grok a likely focus.

Pending resolution

NIST · AI cybersecurity risk management profilep=0.720 by 2027-05-31

NIST will publish a more settled draft or final Cybersecurity Framework Profile for Artificial Intelligence, giving organisations a reference model for mapping AI cybersecurity controls to CSF 2.0.

Pending resolution

European Commission · AI Act Article 50 transparency obligationsp=0.780 by 2027-02-10

The European Commission will finalise guidance on Article 50 transparency obligations for certain AI systems, including labelling and marking of AI-generated content.

Pending resolution

NIST National Cybersecurity Center of Excellence · AI agent identity and authorisation controlsp=0.680 by 2027-05-31

NIST NCCoE will develop formal guidance or a practice guide on identity, authorisation, auditability and related security controls for software and AI agents.

Pending resolution

NIST · Security guidance for AI agentsp=0.550 by 2027-06-30

NIST will issue or develop formal guidance, standards, or best-practice materials addressing security considerations for AI agents.

Pending resolution

NIST · AI agent standardsp=0.620 by 2027-06-30

NIST will publish draft standards, guidance, or reference materials for trusted, interoperable and secure autonomous AI agents, including agent identity, authentication and security evaluation practices.

Pending resolution

NIST · Cybersecurity guidance for AI systemsp=0.750 by 2027-01-31

NIST will finalise or publish an updated Cyber AI Profile applying the Cybersecurity Framework 2.0 to AI-related cybersecurity risks.

Pending resolution

NIST Center for AI Standards and Innovation (CAISI) · AI agent system securityp=0.700 by 2027-04-30

NIST CAISI will issue voluntary guidelines or best practices on security risks and mitigations for AI agent systems.

Pending resolution

ISO / COPOLCO · Consumer protection requirements in AI standardsp=0.550 by 2027-07-17

ISO will develop or update AI standards or guidance to address consumer protection risks such as privacy, bias, autonomy, inclusion and misinformation safeguards.

Pending resolution

NIST / U.S. Department of Commerce · AI misuse-risk guidance for dual-use foundation modelsp=0.650 by 2027-01-17

NIST will finalise its draft guidance on managing misuse risks for dual-use foundation models.

Pending resolution

NIST · NIST AI RMF Playbook updatep=0.800 by 2027-07-16

NIST will revise the AI RMF Playbook after updating AI RMF 1.0

Pending resolution

NIST · AI bias identification and management guidancep=0.680 by 2027-01-15

NIST will finalise or update formal guidance on identifying and managing bias in artificial intelligence systems following stakeholder comments on draft Special Publication 1270.

Pending resolution

European Commission / EU co-legislators · EU AI Act Digital Omnibus amendmentsp=0.720 by 2027-06-30

The EU will adopt or materially advance amendments to the AI Act simplifying implementation, adjusting high-risk AI timelines, clarifying AI literacy obligations, expanding sandboxes, and permitting safeguarded special-category data processing for bias detection and correction.

Pending resolution

NIST · AI risk management for critical infrastructurep=0.650 by 2027-04-30

NIST will publish a Critical Infrastructure profile or similar implementation guidance under the AI Risk Management Framework.

Pending resolution

US Office of Management and Budget · Federal AI procurement ideological neutrality guidancep=0.900 by 2026-11-02

OMB will issue implementation guidance for federal agency procurement of large language models under Executive Order 14319, including requirements tied to truth-seeking and ideological neutrality principles.

Pending resolution

NIST · AI standards and AI RMF alignmentp=0.650 by 2027-03-31

NIST will publish further formal AI standards guidance or draft standards aligning the AI RMF with international AI governance and assurance standards

Pending resolution

NIST U.S. AI Safety Institute · Misuse risk guidance for dual-use foundation modelsp=0.750 by 2027-03-31

NIST will finalise AI 800-1 guidance on managing deliberate misuse risks for dual-use foundation models, including CBRN, cyber, deception, CSAM and non-consensual intimate imagery risks.

Pending resolution

NIST · AI standards developmentp=0.620 by 2027-03-31

NIST will advance further formal AI standards or guidance work on priority areas including AI risk management, TEVV, synthetic content transparency, security, privacy, incident response, and training-data practices.

Pending resolution

Australian Government · Future responsible AI regulatory settingsp=0.600 by 2027-06-30

The Australian Government will progress formal responsible AI regulatory settings or guidance to manage AI-related harms following the National AI Plan 2025.

Pending resolution

NIST · AI standards development and international alignmentp=0.660 by 2027-06-30

NIST will publish or coordinate further AI standards-related guidance on AI risk management, testing and evaluation, transparency, security, incident response, or training-data practices under the U.S. global engagement plan for AI standards.

Pending resolution

Australian Government · AI safety and responsible AI regulationp=0.600 by 2027-03-31

The Australian Government will consult on or introduce further formal AI safety or responsible AI regulatory settings for Australian organisations.

Pending resolution

Australian Government · Future AI regulatory settingsp=0.580 by 2027-06-30

The Australian Government will release further formal proposals or guidance on responsible AI adoption and harm mitigation as part of its National AI Plan implementation.

Pending resolution

NIST U.S. AI Safety Institute · Dual-use foundation model misuse risk guidancep=0.720 by 2027-01-31

NIST's U.S. AI Safety Institute will issue final or updated formal guidance on identifying, measuring, managing and governing misuse risks for dual-use foundation models, including CBRN, cyber, deception, CSAM and non-consensual imagery risks.

Pending resolution