Regulation & Standards
1 gain3 Traces39 problems
Every measured gain and problem on the record for this topic, newest first.Too few to weigh yet. Updated .
AI regulation and standards
43 records so far, too few to weigh yet. Is your study missing? Add it
A Trace is one record with both a gain and a problem, so it counts on both sides: 4 records show a gain and 42 show a problem. 59 context records are in the record list but not counted, because they report no measured gain or problem.
| Evidence | Gain side | Problem side |
|---|---|---|
| HighStrong study design, backed by at least two independent sources | 0 | 1 |
| ModerateA measured study or an official source | 4 | 19 |
| EmergingEarly, small, unreviewed or reported second-hand | 0 | 22 |
By type of evidence: 10 investigations by reporters; 9 news reports; 9 commentaries or narrative reviews; 8 regulatory or legal actions; 4 interview studies; 2 systematic reviews or meta-analyses; 1 observational study. How evidence is scored
43 records so far, too few to weigh yet. A written summary appears once a topic has at least 20 counted records, with at least 5 on each side. Is your study missing? Add it
A review of 43 studies (2020-2025) found AI improved efficiency and service delivery in government decisions, through automation of routine tasks and predictive analytics.
FDA says placing AI-assisted Pap test slide review systems in class II instead of automatic class III should widen patient access to the devices by lowering regulatory burdens.
California's new package, which Gavin Newsom calls nation-leading, sets what supporters describe as the strongest U.S. companion chatbot rules and bans addictive features like infinite scroll for under-16s to protect young users from harm.
Germany's regulator says AI summaries sit prominently in results, cut the visibility of traditional links and hurt sales of third-party media content, while Google faces liability for inaccurate AI-generated claims.
A review of six studies found most heart-care AI research looked at clinical or economic performance without referencing formal health technology assessment frameworks, and cardiologist engagement was inconsistently reported.
The European Commission preliminarily found that TikTok's recommendation algorithm keeps serving repetitive content on themes like body image and isolation, and that its safeguards, including the "not interested" button, failed to stop it for the platform's 189 million EU users.
102 records · page 6 of 7
A peer-reviewed review published August 13, 2026 examined how AI-enabled medical devices challenge traditional safety-risk management. Drawing on 19 academic and regulatory sources, it found ISO 14971, AAMI CR34971 and the EU AI Act each cover parts of device safety and algorithmic governance but remain fragmented in…
International Journal of Risk & Safety in Medicine
As of its July 2025 publication, this peer-reviewed review examined how trust in AI systems can be systematically measured, analyzing frameworks including the NIST AI Risk Management Framework, the AI…
Published July 6 2026, this law review article argues that Section 230 and the First Amendment do not categorically immunize digital platforms for harms caused by their own design choices.
On August 7, 2026, JAMA Health Forum published a Special Communication proposing that artificial intelligence tools could support implementation of health care policies, using Medicaid work requirements under the Budget…
Published August 4 2026 in WORK, this peer-reviewed analysis examines AI integration into labour markets, migration governance and social protection systems.
The paper examines how AI and extended reality enable creation of avatars and human digital twins from personal and biometric data that persist after death as Human Digital Remains.
Germany's Commission for Licensing and Supervision (ZAK), which represents the country's 14 state media authorities, determined on or around July 14, 2026 that Google's AI Overviews and Perplexity AI…
Published April 28, 2025, the peer-reviewed article describes China's recent overhaul of financial supervision, centered on the new National Financial Regulatory Administration covering all financial…
Published March 2024, this peer-reviewed article analyzes automated systems used in public decision-making for migration, asylum and mobility.
A systematic review of 43 studies from 2020-2025 examined how artificial intelligence is transforming government decision-making, finding benefits in efficiency and data-driven service delivery…
Published May 31, 2024 in PNAS Nexus, this peer-reviewed overview examines how generative AI could both exacerbate and ameliorate socioeconomic inequalities across information, work, education, and…
The source describes how artificial intelligence is used to automate the drafting, personalization, and enforcement of consumer contracts at scale with limited human intervention, and presents a…
In February 2024 the Council and European Parliament agreed on the AI Act, a risk-based regulation intended to ensure ethical and responsible AI use across the EU single market.
Published 2024-08-19, this peer-reviewed article argues that AI's impact on human rights extends beyond discrete violations to a deeper attritional degradation.
In August 2024 the EU Artificial Intelligence Act entered into force as a legally binding framework governing AI development and use across the EU.
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