Good Space a ranking of the record

TheGood surrounding AI

18 gains match this view. 89% rest on at least one peer-reviewed study, and 11% clear the high-evidence bar. The latest was filed Oct 15, 2026.

Every gain in this view, one square each, shaded by the strength of its evidence. High 2 Moderate 16 Emerging 0
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1
Evidence-backed gainPeer-reviewedPolicy

Breakthroughs in algorithmic machine learning and autonomous decision-making are engendering new opportunities for continued innovation and augmentation of human tasks.

Source article: Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy

International Journal of Information Management · Technology in Society
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2
Evidence-backed gainPeer-reviewedPolicy

Higher critical thinking in AI use was associated with better detection of inaccurate information during a GPT-powered chatbot interaction, including use of more verification strategies.

Source article: Understanding critical thinking in generative artificial intelligence use: Development, validation, and correlates of the critical thinking in AI use scale

Advanced Intelligent Systems · Frontiers in Education
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3
Evidence-backed gainPeer-reviewedPolicy

On the DeepAccident benchmark, grounding crash analysis in predefined legal rules cut object hallucination to 2.8% and reached 94.0% legal accuracy, giving reviewers traceable evidence-to-rule chains.

Source article: Toward explainable traffic crash liability analysis via neural-symbolic multimodal reasoning: Integrating visual perception with legal knowledge graphs

Accident Analysis & Prevention
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4
Evidence-backed gainPeer-reviewedPolicy

DSAI technologies enhance public agency and civil society capabilities through data de-compression and enable productivity gains via an intelligent centre, devolved delivery model for state functions.

Source article: Data science, artificial intelligence and the third wave of digital era governance

Public Policy and Administration
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5
Evidence-backed gainPeer-reviewedPolicy

Artificial Intelligence in Pharmaceutical Regulatory Science: Opportunities, Challenges, and Emerging Frameworks: However, robust evidence demonstrating sustained improvements in regulatory performance and long-term operational impact remains limited.

Source article: Artificial Intelligence in Pharmaceutical Regulatory Science: Opportunities, Challenges, and Emerging Frameworks

The AAPS Journal
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6
Evidence-backed gainPeer-reviewedPolicy

University EFL students receiving AI-mediated language instruction showed higher English achievement across grammar, vocabulary, reading and writing, plus increased L2 motivation and greater use of self-regulated learning strategies compared to traditional instruction.

Source article: Artificial intelligence in language instruction: impact on English learning achievement, L2 motivation, and self-regulated learning

Frontiers in Psychology
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8
Evidence-backed gainPeer-reviewedPolicy

A multi-stage framework integrating YOLOv8 detection, OC-SORT tracking, dynamic CROI filtering, and ST-GAT prediction enables accurate real-time traffic-conflict prediction at signalized intersections to enhance safety and mitigate accident risks.

Source article: Efficient video-based traffic conflict prediction and interpretable risk analysis at signalized intersections via deep learning

Traffic Injury Prevention
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11
Evidence-backed gainPeer-reviewedPolicy

AI-optimized additive manufacturing can enable more sustainable production systems and support circular-economy applications like supply-chain management and product customization in Industry 5.0.

Source article: Human-Centered and Sustainable Artificial Intelligence in Industry 5.0: Challenges and Perspectives

Sustainability
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12
Evidence-backed gainPeer-reviewedPolicy

The EU AI Act establishes a risk-based legal framework and EU-wide governance bodies that promote safe and lawful AI while protecting citizens' health, safety and fundamental rights and keeping the European AI industry competitive.

Source article: The EU's AI act: A framework for collaborative governance

Internet of Things
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14
Evidence-backed gainPeer-reviewedPolicy

Researchers developed the University Policy Development Framework for Generative AI to help universities assess priorities and build sustainable governance capacity.

Source article: A framework for developing university policies on generative AI governance: a cross-national comparative study

Studies in Higher Education
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15
Evidence-backed gainPeer-reviewedPolicy

Among active social media users in Kazakhstan, perceiving algorithmic personalization was under certain conditions associated with a higher sense of control over information choices.

Source article: Artificial intelligence and social media as new arenas of political competition: challenges for democracy

Frontiers in Political Science
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16
Evidence-backed gainPeer-reviewedPolicy

In benchmark experiments reported by May 2026, the unified framework increased supply chain disruption-prediction accuracy to 94.1%, reduced demand-forecast error, and raised marketing campaign ROI from 14.2% to 45.3%.

Source article: AI-Driven Predictive Analytics for Supply Chain Resilience, Financial Risk Management, and Digital Marketing Strategy: A Unified Business Intelligence Framework

Journal of Business and Management Studies
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