Toward ethical, transparent and fair AI/ML: a critical reading list | by Eirini Malliaraki

Linking pages

GitHub - chobeat/awesome-critical-tech-reading-list: A reading list for the modern critical programmer https://github.com/chobeat/awesome-critical-tech-reading-list 2 comments
AI Ethics and UX Resources. Links to resources on ethics, data… | by Carol Smith | Medium https://medium.com/@carologic/ai-ethics-and-ux-resources-358c9e9a234e 0 comments

Linked pages

Future of Humanity Institute http://www.fhi.ox.ac.uk/ 532 comments
Moral Machine http://moralmachine.mit.edu/ 302 comments
Machine Bias — ProPublica https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing 190 comments
[1701.08230] Algorithmic decision making and the cost of fairness https://arxiv.org/abs/1701.08230 107 comments
[1801.00631] Deep Learning: A Critical Appraisal https://arxiv.org/abs/1801.00631 102 comments
People for the Ethical Treatment of Reinforcement Learners http://petrl.org/ 86 comments
OpenAI https://openai.com/ 74 comments
The UX of AI - Library - Google Design https://design.google/library/ux-ai/ 68 comments
Opinion | Artificial Intelligence’s White Guy Problem - The New York Times http://nytimes.com/2016/06/26/opinion/sunday/artificial-intelligences-white-guy-problem.html 57 comments
Why Stanford Researchers Tried to Create a ‘Gaydar’ Machine - The New York Times https://www.nytimes.com/2017/10/09/science/stanford-sexual-orientation-study.html 52 comments
Center for Human-Compatible Artificial Intelligence – Center for Human-Compatible AI is building exceptional AI for humanity http://humancompatible.ai/ 48 comments
Interpretable Machine Learning https://christophm.github.io/interpretable-ml-book/ 45 comments
The Centre for the Study of Existential Risk http://cser.org/ 37 comments
Moral Crumple Zones: Cautionary Tales in Human-Robot Interaction (pre-print) by Madeleine Clare Elish :: SSRN https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2757236 35 comments
Computer says no: why making AIs fair, accountable and transparent is crucial | Artificial intelligence (AI) | The Guardian https://www.theguardian.com/science/2017/nov/05/computer-says-no-why-making-ais-fair-accountable-and-transparent-is-crucial 35 comments
[1606.03490] The Mythos of Model Interpretability https://arxiv.org/abs/1606.03490 20 comments
The Critical Engineering Manifesto http://criticalengineering.org/ 18 comments
AI Progress Measurement | Electronic Frontier Foundation https://www.eff.org/es/ai/metrics 17 comments
Big Other: Surveillance Capitalism and the Prospects of an Information Civilization by Shoshana Zuboff :: SSRN https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2594754 14 comments
One Hundred Year Study on Artificial Intelligence (AI100) https://ai100.stanford.edu/ 13 comments