Mind Matters Natural and Artificial Intelligence News and Analysis

TagUnderspecification

cybernetic-brain-electronic-chip-in-form-of-human-brain-in-electronic-cyberspace-illustration-on-the-subject-of-artificial-intelligence-stockpack-adobe-stock.jpg
Cybernetic Brain. Electronic chip in form of human brain in electronic cyberspace. Illustration on the subject of 'Artificial Intelligence'.

#7 AI Smash Hit: Why AI Can’t Do Your Thinking for You

Robert J. Marks: you change a pixel or two in an image and the deep convolutional neural network is totally wrong

Our Walter Bradley Center director Robert J. Marks is back with Jonathan Bartlett and Eric Holloway, assessing their Top Ten real advances (“Smash Hits”) in AI in 2020. Readers may recall that we offered a fun series during the holidays about the oopses and ums and ers in the discipline (typically hyped by uncritical sources). So now we celebrate the real achievements and our nerds think that #7 is honest recognition of the vulnerabilities of machine learning. https://episodes.castos.com/mindmatters/Mind-Matters-116-Jonathan-Bartlett-Eric-Holloway.mp3 Our story begins at 19:37. Here’s a partial transcript. (Show Notes and Additional Resources follow, along with a link to the complete transcript.) Robert J. Marks:Hacking AI and exposing vulnerabilities in machine learning? What’s going on here Eric? Eric Holloway: AI suffers…