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(PDF) Can We Trust Best Practices? Six Cognitive Challenges of Evidence-Based Approaches
PDF | There is a growing popularity of data-driven best practices in a variety of fields. Although we applaud the impulse to replace anecdotes with... | Find, read and cite all the research you need on ResearchGate
Language Models are Changing AI. We Need to Understand Them
Scholars benchmark 30 prominent language models across a wide range of scenarios and for a broad range of metrics to elucidate their capabilities and risks.
Reliance on metrics is a fundamental challenge for AI
Optimizing metrics is a central aspect of most current artificial intelligence (AI)
approaches, yet overemphasizing metrics leads to manipulation, short-termism, and
other negative consequences. This poses a fundamental challenge within AI. We review
how metrics can go wrong in practice, and we put forward an evidence-based framework
toward mitigating these harms.
Awkward Intelligence: Where AI Goes Wrong, Why It Matters, and What We Can Do about It|Hardcover
An expert offers a guide to where we should use artificial intelligence—and where we should not.Before we know it, artificial intelligence (AI) will work its way into every corner of our lives, making decisions about, with, and for us. Is this a good thing? There’s a...
The AI Now Institute at New York University is an interdisciplinary research center dedicated to understanding the social implications of artificial intelligence.
Automating Inequality | Virginia Eubanks | Macmillan
WINNER: The 2018 McGannon Center Book Prize and shortlisted for the Goddard Riverside Stephan Russo Book Prize for Social Justice The New York Times Book Re...
Weapons of Math Destruction by Cathy O'Neil: 9780553418835 | PenguinRandomHouse.com: Books
NEW YORK TIMES BESTSELLER • A former Wall Street quant sounds the alarm on Big Data and the mathematical models that threaten to rip apart our social fabric—with a new afterword...