When AI art has no author: Study finds generated images often can’t be traced to training data

When an artificial intelligence image generator produces a portrait, whose work went into it? The question sits at the center of lawsuits, licensing deals, and proposed regulations worldwide. Artists want credit. Companies want clarity. Policymakers want a way to assign responsibility. New work from a team of researchers at MIT’s Computer Science and Artificial Intelligence…

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Q&A: Rethinking how innovation happens

Innovation is a concept that has become mythologized in the modern era: what it is, how to manage it, how to teach it, and how to get it to work for us. Despite these explorations, it remains fundamentally misunderstood, writes Eugene Fitzgerald, the Merton C. Flemings SMA Professor in MIT’s Department of Materials Science and…

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Proctoring in the Age of AI, Why Exam Design Still Comes First

Future-proofing online exams amid rising demand and tightening privacy laws. The global online exam software market, valued at $9.4b in 2025, is expected to reach $28.7b by 2034, as training providers, professional bodies and educational institutions increasingly shift assessments online. The popularity of online exams is easy to understand, as educational institutions are managing funding…

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The Collaboration Layer: Why Every Enterprise AI Strategy Needs One

Progress in science, like all major human achievements, accelerated through collaboration. In 1665, Philosophical Transactions was founded in London, becoming the world’s first scientific journal. It established a principle that changed everything: claims should be evaluated by a community, not merely asserted by an individual. Scientific reasoning paired with open collaboration allowed knowledge to compound…

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