Posts in Irving Wladawsky-Berger

Foundation Models: AI’s Exciting New Frontier

Over the past decade, powerful AI systems have matched or surpassed human levels of performance in a number of specific tasks such as image and speech recognition, skin cancer classification and breast cancer detection, and highly complex games like Go. These AI breakthroughs have been based on deep learning (DL), a technique loosely based on the network structure of neurons in the human brain that now dominates the field. DL systems acquire knowledge by being trained with millions to billions of texts, images and other data instead of being explicitly programmed.

Irving Wladawsky-BergerIrving Wladawsky-BergerJuly 7, 2022artificial intelligence, complex systems, data science, big data, economic issues, education and talent, innovation, smart systems, society and culture, technology and strategy

How Can You Trust the Predictions of a Large Machine Learning Model?

Artificial intelligence has emerged as the defining technology of our era, as transformative over time as the steam engine, electricity, computers, and the Internet. AI technologies are approaching or surpassing human levels of performance in vision, speech recognition, language translation, and other human domains. Machine learning (ML) advances, like deep learning, have played a central role in AI’s recent achievements, giving computers the ability to be trained by ingesting and analyzing large amounts of data instead of being explicitly programmed.

Irving Wladawsky-BergerIrving Wladawsky-BergerMay 24, 2022artificial intelligence, complex systems, data science, big data, education and talent, innovation, management and leadership, services innovation, smart systems, society and culture, technology and strategy

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