Further reading
You can find the latest studies, papers and other publications on Artificial Intelligence here.
- AI knowledge
- Further Reading
Scientific publications
Business publications
Institutional publications
Political publications
- AI Now (New York University)
- AI Now 2017 Report
- 2017
- AI in General
- Alexander von Humboldt Institut für Internet und Gesellschaft
- The Promises and Perils of Applying AI for Social Good in Entrepreneurship
- 2022
- AI in General
- Cambridge University Press
- Cath et al. (University of Oxford)
- Commission of experts for research and innovation
- Research, innovation and technological performance in Germany - Report 2020
- 2020
- AI in General
- Commission of experts for research and innovation
- Research, innovation and technological performance in Germany - Report 2019
- 2019
- AI in General
- Commission of experts for research and innovation
- Research, innovation and technological performance in Germany - Report 2018
- 2018
- AI in General
- Commission of experts for research and innovation
- Research, innovation and technological performance in Germany - Report 2018
- 2018
- AI in General
- Commission of experts for research and innovation
- Research, innovation and technological performance in Germany - Report 2017
- 2017
- AI in General
- Computing Community Consortium (CCC)
- A 20-Year Community Roadmap for Artificial Intelligence Research in the US
- 2019
- AI in General
- Damsa et al. (u.a. Universtität Groningen, Karlsruher Institut für Technologie)
- DFKI
- Automation of product packaging for industrial applications
- 2017
- Business Models
- DFKI
- Modular Electric Robotic Cars developed for cities
- 2017
- Mobility
- DFKI
- Toward a Mulitfunctional Interface for future planetary and orbital missions
- 2017
- Hostile-to-Life Environments
- DFKI/ Bitkom
- Fraunhofer Gesellschaft
- Trends in Artificial Intelligence
- 2018
- AI in General
- Fraunhofer IAIS
- Fraunhofer IAIS
- Trustworthy use of Artificial Intelligence
- 2019
- Law/Ethics
- Fraunhofer-Allianz Big Data AI
- Future of Humanity Institute
- Future of Humanity Institute et. al.
- Google Brain/ Stanford University/ UC Berkeley
- Concrete Problems in AI Safety
- 2016
- IT Security
- Hochschule der Medien Stuttgart
- AI Value Creation Studie
- 2022
- AI in General
- Hochschulforum Digitalisierung
- KI Monitor 2025 Hochschulen gestalten den KI-Alltag
- 2025
- AI in General
- Nature
- The Moral Machine experiment
- 2018
- Law/Ethics
- Rolnick et al.
- Tackling Climate Change with Machine Learning
- 2019
- Sustainability
- Stanford University
- Artificial Intelligence Index 2025 Annual Report
- 2025
- AI in General
- Stanford University
- Artificial Intelligence Index. 2024 Annual Report
- 2024
- AI in General
- Stanford University
- Artificial Intelligence Index. Report 2023
- 2023
- AI in General
- Stanford University
- Artificial Intelligence Index. 2021 Annual Report
- 2021
- AI in General
- Stanford University
- One Hundred Year Study on AI (AI100): Gathering Strength, Gathering Storms
- 2021
- AI in General
- Stanford University
- Artificial Intelligence Index. 2019 Annual Report
- 2019
- AI in General
- Stanford University
- Artificial Intelligence Index. 2018 Annual Report
- 2018
- AI in General
- Stanford University
- Artificial Intelligence Index. 2017 Annual Report
- 2017
- AI in General
- Stanford University
- One Hundred Year Study: Artificial Intelligence and Life in 2030
- 2017
- AI in General
- Wächter et al. (u.a. Karlsruher Institut für Technologie)
- Accenture
- Reworking the Revolution
- 2018
- Work/Human-Machine Interaction
- Accenture
- Artificial Intelligence: Healthcare’s New Nervous System (Update)
- 2017
- Medicine/Care
- Asgard/ Roland Berger
- Benaich, Nathan/ Hogarth, Ian
- State of AI Report 2022
- 2022
- AI in General
- Benaich, Nathan/ Hogarth, Ian
- State of AI Report 2019
- 2019
- AI in General
- Capgemini
- The art of customer-centric Artificial Intelligence
- 2020
- AI in General
- Capgemini
- The Secret to Winning Customers’ Hearts With Artificial Intelligence
- 2018
- Business Models
- Elsevier
- Artificial Intelligence: How knowledge is created, transferred, and used
- 2018
- AI in General
- France is AI/ France Digitale/ Roland Berger
- Joining the dots – A map of Europe’s AI ecosystem
- 2018
- AI in General
- GFT Group
- AI Banking Expert Survey 2017
- 2017
- Business Models
- Infosys
- Amplifying Human Potential: Towards Purposeful Artificial Intelligence
- 2018
- Work/Human-Machine Interaction
- Infosys
- Leadership in the Age of AI. Adapting, Investing and Reskilling to Work Alongside AI
- 2018
- Work/Human-Machine Interaction
- JF Gagne
- Global AI Talent Report 2019
- 2019
- AI in General
- KfW Research
- McKinsey
- The economic potential of generative AI
- 2023
- Business Models
- McKinsey
- The state of AI in 2023: Generative AI’s breakout year
- 2023
- AI in General
- McKinsey
- Notes from the Frontier. Modelling the Impact of AI on the World Econmy
- 2018
- Business Models
- McKinsey
- McKinsey
- Jobs lost, Jobs gained: Workforce Transitions in a Time of Automation
- 2017
- Work/Human-Machine Interaction
- MMC Ventures
- The State of AI 2019: Divergence
- 2019
- AI in General
- OECD
- Oxford Insights
- Government AI Readiness Index 2020
- 2020
- AI in General
- PwC
- How mature is AI adoption in financial services
- 2020
- Business Models
- PwC
- PwC
- What doctor? Why AI and robotics will define New Health
- 2017
- Medicine/Care
- The Boston Consulting Group
- AI in the Factory of the Future
- 2018
- Business Models
- 2030 Vision
- AI and the Sustainable Development Goals: The State of Play
- 2019
- Sustainability
- acatech
- Digitale Souveränität – Status quo und Handlungsfelder
- 2021
- AI in General
- acatech
- Machine Learning in Medical Technology
- 2020
- Medicine/Care
- acatech
- Using the Industrie 4.0 Maturity Index in Industry
- 2020
- AI in General
- acatech
- The Future of Work in the Digital Transformation
- 2017
- Work/Human-Machine Interaction
- acatech
- acatech
- Skills for Industrie 4.0 – Training Requirements and Solutions
- 2016
- Work/Human-Machine Interaction
- AILit Framework
- Empowering Learners for the Age of AI
- 2025
- AI in General
- AlgorithmWatch/Bertelsmann Stiftung/Open Society Foundations
- Applied AI
- Generative AI in the European Startup-Landscape 2024
- 2024
- Technologies
- Applied AI
- Applied AI
- Applying AI – Value Assessment of AI Products and Applications
- 2022
- Business Models
- Applied AI
- Applying AI: How to find and prioritize AI use cases
- 2020
- Business Models
- Applied AI
- Artificial Intelligence for Boards -Gearing up for the Future of Business
- 2020
- Business Models
- Applied AI
- Applying AI – Building the Organization for Scaling AI
- 2019
- Business Models
- Bitkom
- Bitkom
- Rechenzentren in Deutschland
- 2023
- Technologies
- Bitkom
- Germany – Excellence in Big Data
- 2018
- AI in General
- Bundesverband mittelständische Wirtschaft (BVMW)
- Umfrage „Anwendung von Künstlicher Intelligenz in KMU“
- 2020
- Business Models
- Center for a New American Security
- Understanding China's AI Strategy
- 2019
- Strategy
- Center for Data Innovation
- Who Is Winning the AI Race: China, the EU or the United States?
- 2019
- AI in General
- Center for Digital Technology and Management (CDTM)
- Tackling Climate Change in the AI Era: Trend Report 2022
- 2022
- Sustainability
- Center for Security and Emerging Technology
- Comparing U.S. and Chinese Contributions to High-Impact AI Research
- 2022
- AI in General
- Data Ethics Commission
- Opinion of the Data Ethics Commission
- 2019
- Law/Ethics
- Deutsche Gesellschaft für Auswärtige Politik (DGAP)
- DIN e.V. / DKE German Commission for Electrical, Electronic & Information Technologies
- German Standardization Roadmap on Artificial Intelligence
- 2020
- AI in General
- Europäisches Patentamt
- Europäisches Patentamt
- Friedrich-Naumann-Stiftung für die Freiheit
- Existential risk from AI
- 2025
- AI in General
- Future of Life Institute
- General Purpose AI and the AI Act
- 2022
- Law/Ethics
- Future of Life Institute
- Asilomar AI Principles
- 2016
- AI in General
- German AI Association
- Interface
- AI's Missing Link: The Gender Gap in the Talent Pool
- 2024
- AI in General
- Konrad-Adenauer-Stiftung
- OECD
- Artificial intelligence and the changing demand for skills in the labour market
- 2024
- Work/Human-Machine Interaction
- OECD
- OECD Employment Outlook 2023: Artificial Intelligence and the Labour Market
- 2023
- Work/Human-Machine Interaction
- OECD
- Automation, skills use and training
- 2018
- Work/Human-Machine Interaction
- OECD
- The Risk of Automation for Jobs in OECD Countries
- 2016
- Work/Human-Machine Interaction
- Stiftung Neue Verantwortung
- UN Global Compact Network Germany
- Artificial Intelligence and Human Rights Recommendations for companies
- 2024
- AI in General
- Vatikan
- Rome Call for AI Ethics
- 2020
- Law/Ethics
- VDE / Bertelsmann Stiftung
- Vodafone Institute for Society and Communications
- Vodafone Stiftung Deutschland
- Pioniere des Wandels: Wie Schüler:innen KI im Unterricht nutzen möchten
- 2024
- AI in General
- Vodafone Stiftung Deutschland
- World Economic Forum
- Harnessing Artificial Intelligence to Accelerate the Energy Transition
- 2021
- Sustainability
- World Economic Forum
- Harnessing Artificial Intelligence for the Earth
- 2018
- AI in General
- World Economic Forum
- The Global Risks Report 2018
- 2018
- AI in General
- World Health Organization
- Ethics and governance of artificial intelligence for health
- 2024
- Law/Ethics
- World Intellectual Property Society (WIPO)
- Artificial Intelligence
- 2019
- AI in General
- YouGov
- International Technology Report 2021
- 2021
- AI in General
- Zentralverband Elektrotechnik- und Elektroindustrie (ZVEI)
- AI in Industrial Automation
- 2021
- AI in General
- AI Action Summit
- International AI Safety Report
- 2025
- AI in General
- AI Council
- AI ROADMAP
- 2021
- AI in General
- Australian Government
- Britische Regierung
- Industrial Strategy Artificial Intelligence Sector Deal
- 2018
- Strategy
- Bundesministerium für Bildung und Forschung / Bundesministerium für Wirtschaft und Klimaschutz
- KI-Rechnerinfrastruktur in Deutschland: Kapazitäten, Bedarfe, Maßnahmen
- 2024
- Technologies
- Bundesministerium für Wirtschaft und Energie
- Herausforderungen beim Einsatz von Künstlicher Intelligenz
- 2021
- AI in General
- Bundesministerium für Wirtschaft und Energie (BMWi)
- GAIA-X: A Pitch Towards Europe
- 2020
- Technologies
- Deutsche Bundesregierung
- Deutsche Bundesregierung
- Artificial Intelligence Strategy
- 2018
- Strategy
- Deutsche Bundesregierung
- Europäische Kommission
- Europäische Kommission
- Europäische Kommission
- Coordinated Plan on Artificial Intelligence 2021 Review
- 2021
- Strategy
- Europäische Kommission
- Laying down harmonised rules on artificial intelligence
- 2021
- Strategy
- Europäische Kommission
- Europäische Kommission
- Ethics guidelines for trustworthy AI
- 2019
- Law/Ethics
- Europäische Kommission
- Communication Artificial Intelligence for Europe
- 2018
- Strategy
- Europäische Kommission
- Europäische Kommission
- The European Artificial Intelligence Landscape
- 2018
- Strategy
- European Broadcasting Union (EBU)
- News Integrity in AI Assistants
- 2025
- AI in General
- Excecutive Office of the President of the US
- Artificial Intelligence, Automation and the Economy
- 2016
- Strategy
- Federal Office for Information Security
- Test Criteria Catalogue for AI Systems in Finance
- 2025
- AI in General
- Finnisches Ministerium für Wirtschaft und Beschäftigung
- Finland’s Age of Artificial Intelligence
- 2017
- Strategy
- Friedrich-Ebert-Stiftung
- AI for all – 10 Social Conundrums for India
- 2019
- Strategy
- House of Lords
- AI in the UK: Ready, Willing and Able?
- 2018
- Strategy
- Indisches Ministerium für Handel und Industrie
- Report of the Artificial Intelligence Task Force
- 2018
- Strategy
- Japanese Strategic Council for AI Technology
- Artificial Intelligence Technology Strategy
- 2017
- Strategy
- Kanadische Regierung
- Pan-Canadian Artificial Intelligence Strategy
- 2018
- Strategy
- OECD
- Advancing the measurement of investments in artificial intelligence
- 2025
- Work/Human-Machine Interaction
- OECD
- Algorithm and Eve: How AI will impact women at work
- 2024
- Work/Human-Machine Interaction
- OECD
- G7 Toolkit for Artificial Intelligence in the Public Sector
- 2024
- AI in General
- OECD
- OECD Artificial Intelligence Review of Germany
- 2024
- AI in General
- OECD
- Recommendation of the Council on Artificial Intelligence
- 2019
- Law/Ethics
- Task Force on Artificial Intelligence of the Agency for Digital Italy
- Artificial Intelligence at the service of citizens
- 2018
- Strategy
- The European Union Agency for Cybersecurity (ENISA)
- The Government of the Republic of Korea
- National Strategy for Artificial Intelligence
- 2019
- Strategy
- UNESCO
- Recommendation on the Ethics of Artificial Intelligence
- 2021
- Law/Ethics
- Villani, Cédric
- For a Meaningful Artificial Intelligence
- 2018
- Strategy
- World Health Organization
- Ethics and governance of artificial intelligence for health
- 2021
- Medicine/Care
- Zentralkommitee und Staatsrat von China