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Editor's Pick
LLMs need companion bots to check work, keep them honest
Interview: Don't trust; verify. According to AI researcher Vishal Sikka, LLMs alone are limited by computational boundaries and will start to hallucinate when they push those boundaries. One solution? Companion bots that check their work.
“To expect that a model that has been trained on a certain amount of data will be able to do an arbitrarily large number of calculations which are reliable is a wrong assumption. This is the point of the paper,” said Sikka, CEO of Vianai Systems during a call this week to discuss that research.
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Why philosophy needs the Bible (and vice versa) Philosopher Meghan Sullivan challenges the idea that religious texts can't be taken seriously in modern philosophy. She explains how parables, scripture, and debate have always been connected to asking life's biggest questions:
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This unexpected plant discovery could change how drugs are made Plants make chemical weapons to protect themselves, and many of these compounds have become vital to human medicine. Researchers found that one powerful plant chemical is produced using a gene that looks surprisingly bacterial. This suggests plants reuse microbial tools to invent new chemistry. The insight could help scientists discover new drugs and produce them more sustainably.
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NASA testing advanced space nuclear propulsion capabilities Nuclear propulsion and power technologies could unlock new frontiers in missions to the moon, Mars, and beyond. NASA has reached an important milestone advancing nuclear propulsion that could benefit future deep space missions by completing a cold-flow test campaign of the first flight reactor engineering development unit since the 1960s.
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TSMC to make advanced AI computer chips in Japan Taiwan's TSMC, the world's largest contract computer chip maker, has announced it will be manufacturing advanced 3-nanometer semiconductors in Japan to meet booming AI demand. The announcement came Thursday at a meeting between Japanese Prime Minister Sanae Takaichi and TSMC's CEO, C.C. Wei, in Tokyo.
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Scientists finally solve a 100-year-old mystery in the air we breathe Scientists at the University of Warwick have cracked a long-standing problem in air pollution science: how to predict the movement of irregularly shaped nanoparticles as they drift through the air we breathe. These tiny particles -- from soot and microplastics to viruses -- are linked to serious health risks, yet most models still treat them as perfect spheres for simplicity. By reworking a century-old formula, researchers have created the first simple, accurate way to predict how particles of almost any shape behave.
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