AI ethics & safety

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AI Ethics: Global Perspectives

Multiple contributors (Global AI Ethics Consortium) · TUM Institute for Ethics in AI / NYU Tandon / The GovLab / UNESCO

A free collection of video modules from global experts exploring the ethical implications of data and AI.

Difficulty: intermediate

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Ethics of Artificial Intelligence: Case Studies and Options for Addressing Ethical Challenges

Bernd Carsten Stahl, Doris Schroeder, Rowena Rodrigues · Springer (SpringerBriefs in Research and Innovation Governance)

An open-access book presenting real-life AI ethics case studies with commentary and strategies for addressing them.

Difficulty: beginner

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Intro to AI Ethics

Alexis Cook, Var Shankar · Kaggle Learn

A free hands-on Kaggle course exploring practical tools to guide the moral design of AI systems.

Difficulty: beginner

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▶ YouTube ⬡ Website

Machine Intelligence Makes Human Morals More Important

Zeynep Tufekci · TED

A TED talk on why intelligent machines fail unpredictably and why human ethics matter more than ever.

Difficulty: beginner

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Survival of the Best Fit

Gabor Csapo, Jihyun Kim, Miha Klasinc, Alia ElKattan · survivalofthebestfit.com (NYU / Mozilla Foundation)

A free interactive browser game that teaches algorithmic bias through the lens of an AI hiring tool.

Difficulty: absolute_beginner