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The Frame Problem
The Frame Problem To most AI researchers, the frame problem is the challenge of representing the effects of action in logic without having to represent explicitly a large number of intuitively obvious non-effects. But to many philosophers, the AI researchers' frame problem is suggestive of wider epistemological issues. Is it possible, in principle, to limit the scope of the reasoning required to derive the consequences of an action?
Leiden Declaration on Artificial Intelligence and Mathematics
Declaration text Leiden Declaration on Artificial Intelligence and Mathematics Preamble Technological developments have repeatedly transformed the practice of mathematics. Recent artificial intelligence technologies, including symbolic and neural methods for the generation and formalization of mathematics, may already have initiated a significant chapter in this long history. Among researchers, artificial intelligence has produced a wide range of reactions: enthusiasm for its potential to...
Helmet hoard off Benicarló coast trades its Roman label for far stranger medieval origins
Helmet hoard off Benicarló coast trades its Roman label for far stranger medieval origins Gaby Clark Scientific Editor Robert Egan Associate Editor For more than three decades, it was thought to be a relic of the Roman era. New research, however, has shown it to be a key source of evidence for understanding the commercial and military networks of the Late Medieval Mediterranean. Research led by the University of Alicante (UA) has enabled a reassessment of one of the most remarkable...
Everyone thought these helmets were Roman until scientists uncovered the truth
Everyone thought these helmets were Roman until scientists uncovered the truth A "Roman" helmet treasure hidden beneath the sea for centuries has been revealed as evidence of a vast medieval weapons trade network. - Date: - June 8, 2026 - Source: - University of Alicante - Summary: - Researchers have solved a decades-old mystery by showing that a cache of 43 helmets found off the Spanish coast is medieval, not Roman.
Brexit book reveals explosive secrets behind UK decision to leave the EU
Brexit book reveals explosive secrets behind UK decision to leave the EU A new book to mark ten years since the UK’s Brexit referendum reveals the inside story from the key players – from both sides of the debate. Their candid accounts paint a picture of chaos that the UK is still coming to terms with - Bookmark - CommentsGo to comments Explosive behind the scenes rows in the events that led to Britain’s fateful decision to leave the EU ten years ago will be revealed for the first time by...
How Andy Burnham is rebranding as Labour’s man of the people
How Andy Burnham is rebranding as Labour’s man of the people Burnham has a political CV most of the British public would roll their eyes at — but the man who hopes to run Britain will keep fighting as an outsider. By SAM BLEWETTin Makerville, England British Labour Party candidate and leadership aspirant Andy Burnham attends a traditional Saturday breakfast club in Ashton-in-Makerfield to meet retired miners and local organisers on May 30, 2026. | Christopher Furlong/Getty Images
A golden age of maths is dawning and mathematicians are freaking out
I am attempting to solve a mathematical conundrum that has stumped many of humanity’s greatest thinkers. I have zero mathematical training, apart from a distant undergraduate physics degree, which should put my odds of success at slim to none. But I also have a trick up my sleeve – a kind of mathematical genie that can conjure arcane secrets seemingly out of thin air.
Amplified Arctic iceberg traffic reshapes benthic biodiversity
Abstract The Arctic is undergoing rapid warming, resulting in retreating sea ice and glaciers1, yet how cryospheric changes propagate into the deep ocean remains poorly understood2. Here we identify a climate-driven mechanism linking accelerating glacier disintegration to an increase in deep-sea hard-bottom habitats far beyond calving fronts. Seafloor observations in Fram Strait show a localized increase in the density and patchiness of dropstones delivered by debris-laden icebergs.
Generation AI: Schools in Asia are embracing artificial intelligence
The schools in Asia embracing artificial intelligence in classrooms Sun 31 May 2026 at 5:12am Anaiya Singhvi loves school, but she often finds chemistry tough going. "It's kind of hard to visualise in real life since it's about molecules and atoms," the Singapore-based secondary school student said. "I've been using AI to help me with that."
A 5.3-million-year-old deep-sea whale necropolis in the Diamantina Zone
Abstract Whale falls are biodiversity oases at seabeds1,2,3,4,5,6, yet their record from the oceans has remained sparse and fragmentary6,7. Here we report the discovery of a vast whale necropolis in the Diamantina Zone (4,616- to 7,001-m depth), extending about 1,200 km along the sea floor of the southeastern Indian Ocean. This area has a deep and extensive accumulation comprising five modern natural whale-fall communities and 476 fossil cetaceans recorded.