O’Reilly Media – AI’s Opaque Box Is Actually a Supply Chain

Understanding AI’s mysterious “opaque box” is paramount to creating explainable AI. This can be simplified by considering that AI, like all other technology, has a supply chain. Knowing what makes up the supply chain is critical to enforcing the security of the AI system, establishing trust with the consumer of the AI’s output, and protecting…

Latest from MIT Tech Review – How existential risk became the biggest meme in AI

Who’s afraid of the big bad bots? A lot of people, it seems. The number of high-profile names that have now made public pronouncements or signed open letters warning of the catastrophic dangers of artificial intelligence is striking. Hundreds of scientists, business leaders, and policymakers have spoken up, from deep learning pioneers Geoffrey Hinton and…

Latest from MIT : Envisioning the future of computing

How will advances in computing transform human society? MIT students contemplated this impending question as part of the Envisioning the Future of Computing Prize — an essay contest in which they were challenged to imagine ways that computing technologies could improve our lives, as well as the pitfalls and dangers associated with them. Offered for…

Latest from Google AI – Speed is all you need: On-device acceleration of large diffusion models via GPU-aware optimizations

Posted by Juhyun Lee and Raman Sarokin, Software Engineers, Core Systems & Experiences The proliferation of large diffusion models for image generation has led to a significant increase in model size and inference workloads. On-device ML inference in mobile environments requires meticulous performance optimization and consideration of trade-offs due to resource constraints. Running inference of…

O’Reilly Media – The Alignment Problem Is Not New

“Mitigating the risk of extinction from A.I. should be a global priority alongside other societal-scale risks, such as pandemics and nuclear war,” according to a statement signed by more than 350 business and technical leaders, including the developers of today’s most important AI platforms. Among the possible risks leading to that outcome is what is…

Latest from MIT : If art is how we express our humanity, where does AI fit in?

The rapid advance of artificial intelligence has generated a lot of buzz, with some predicting it will lead to an idyllic utopia and others warning it will bring the end of humanity. But speculation about where AI technology is going, while important, can also drown out important conversations about how we should be handling the…

Latest from MIT : Novo Nordisk to support MIT postdocs working at the intersection of AI and life sciences

MIT’s School of Engineering and global health care company Novo Nordisk has announced the launch of a multi-year program to support postdoctoral fellows conducting research at the intersection of artificial intelligence and data science with life sciences. The MIT-Novo Nordisk Artificial Intelligence Postdoctoral Fellows Program will welcome its first cohort of up to 10 postdocs…

Latest from MIT : David Autor named NOMIS 2023 Distinguished Scientist

David H. Autor, Ford Professor of Economics at MIT, has been recognized as one of two 2023 NOMIS Distinguished Scientists for his significant contributions and ongoing research work to understand the effects of technological change and globalization on jobs and earnings prospects for workers. Anne Brunet of Stanford University is the other winner for this…