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Ethical artificial intelligence (AI)

Statistics report on ethical artificial intelligence (AI)

The report presents a range of statistics and facts about ethical artificial intelligence (AI). It contains chapters on governance, ethical concerns and attitudes towards AI. Further it contains chapters on AI hallucinations that impact its reliability as well as general trust towards AI software. The report concludes with two specialty focus chapters on AI in the medical field as well as the environmental impact of AI.

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Table of contents

Overview

6
  • Premium Forecast Market size of AI worldwide 2020-2032
  • Premium Forecast Generative AI market size worldwide 2019-2032
  • Premium Forecast Generative AI market growth worldwide 2020-2032
  • Premium Statistic Growth of the AI market worldwide 2021-2032
  • Premium Forecast Number of users of generative AI worldwide 2020-2032
  • Premium Statistic Main AI-related risks considered by companies worldwide 2025

Governance and legislation

4
  • Premium Statistic AI governance priorities worldwide, 2025
  • Premium Statistic Global AI governance policies and practices 2025
  • Premium Statistic Challenges to implementing responsible AI, 2025
  • Premium Statistic Impact of responsible AI policies in global organizations 2025

Ethical concerns and attitudes

6
  • Premium Statistic U.S. attitudes about AI usage for selected activities 2025
  • Premium Statistic Opinion on AI changing current occupations globally 2023-2024, by demographic groups
  • Premium Statistic Perception of AI impact on workforce size globally 2025
  • Premium Statistic AI system issues reported by firms 2024
  • Premium Statistic Deployment barriers for generative AI within organizations worldwide 2024
  • Premium Statistic Challenges hindering generative AI adoption in the next two years globally 2024

Hallucinations and benchmarks

3
  • Premium Statistic Leading LLMs by HHEM hallucination rate 2026
  • Premium Statistic Leading AI model performance in FACTS grounding benchmark 2025
  • Premium Statistic Share of questions answered by AI models in SimpleQA benchmark 2025

Trust

4
  • Premium Statistic Income gaps shape workplace AI adoption and trust 2025
  • Premium Statistic Workplace AI adoption and trust across ages 2025
  • Premium Statistic Human or AI managerial decision-making worldwide 2025
  • Premium Statistic Global variation between use and trust in AI 2025

Special focus: medical AI

4
  • Premium Statistic Approval of AI medical devices by the FDA in the U.S. 2013-2023
  • Premium Statistic Number of clinical trials globally that have included mentions of AI 2014-2024
  • Premium Statistic Number of clinical trials that have included mentions of AI 2014-2024, by country
  • Premium Statistic Number of medical AI and ethics publications worldwide 2021-2025

Special focus: environmental impact

4
  • Premium Statistic Carbon emissions from AI training models 2012-2025
  • Premium Statistic Training costs for AI models 2023-2024
  • Premium Statistic Projected capital investment for AI driven data center demand worldwide 2025鈥2030
  • Basic Statistic Global data center capacity demand 2025-2030
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