(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
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...