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'Your AI Text is not Mine': Redefining and Evaluating AI-generated Text Detection under Realistic Assumptions
arXiv:2606.04906v1 Announce Type: new Abstract: Although it is generally agreed that AI-generated text poses a broad societal risk, there is no common understanding in the AI-generated text detection literature on what constitutes harmful use. Rather, existing datasets and approaches often define their own criteria and make their own assumptions, sometimes implicitly, and often only loosely related to real-world needs and applications.
Meet the big winners of 2026 oil price volatility — and why their strategies are now shifting focus
The surge in oil prices and ongoing volatility have netted major gains in a corner of the market that rarely captures headlines: quantitative trend-following hedge funds. Quantitative trend-followers — also known as commodity trading advisors (CTAs) or managed futures funds — use complex machine-learning algorithms, statistical analysis and factor-based modelling to identify price trends across futures markets, including equities, bonds, commodities and currencies. The spike in commodity...
China is helping to cushion global oil prices below $100 — but analysts warn it won’t last
A rapid reduction in Chinese crude imports has helped stop oil from trading even higher since the outbreak of the U.S.-Iran war — but analysts warn that price rises will be needed as market balance is gradually restored. The Middle East conflict has entered its 100th day — but fears of a $200-per-barrel spike have failed to materialize, despite global crude supplies tumbling 14% since hostilities began on Feb. 28. Market strategists say China is acting as a key pressure valve on energy...
Dollar falls from highs after Iran halts Israel strikes; yen clings to 160/$
Dollar falls from highs after Iran halts Israel strikes; yen clings to 160/$ NEW YORK/LONDON, June 8 : The dollar pulled back on Monday from its highest level in nearly two months, after Iran said its attacks on Israel had ended. Tehran's comments lured investors into other currencies that had been dented after strong U.S. jobs data on Friday prompted traders to ramp up bets on a Federal Reserve rate rise this year. Iran's military announced on Monday that its first wave of attacks on Israel...
Three Years of r/ChatGPT: Societal Impact Evaluations from Social Media Data
arXiv:2606.05750v1 Announce Type: new Abstract: ChatGPT was launched on November 30, 2022; the r/ChatGPT subreddit was created just one day later. Since then, chatbot-based AI products have gone from niche proofs-of-concept to widely-used household names. However, the ways in which adoption has developed among the public remains poorly understood.
The Refutability Gap: Challenges in Validating Reasoning by Large Language Models
arXiv:2601.02380v4 Announce Type: replace Abstract: Recent reports claim that Large Language Models (LLMs) have achieved the ability to derive new science and exhibit human-level general intelligence. We argue that such claims are not rigorous scientific claims, as they do not satisfy Popper's refutability principle (often termed falsifiability), which requires that scientific statements be capable of being disproven.
Girls with additional needs ‘at significant risk from social media algorithms’
Girls with additional needs ‘at significant risk from social media algorithms’ Exclusive: Girls with additional needs including special educational needs and mental health problems risk being sucked into a ‘cycle’ of harmful online content, report warns - Bookmark - CommentsGo to comments Social media algorithms are “exacerbating” the vulnerabilities of girls who have additional needs, leaving them exposed to “significant harm”, a new report has warned. Experts said girls with additional...
'Let's talk about death': Breaking taboo over coffee and cake
Death Cafe aims to break mortality taboo over tea and cake Sun 7 Jun 2026 at 7:09am Trudy Walker sits in a cafe by the sea talking to more than a dozen strangers about the recent death of her father-in-law, who had dementia. It was just an absolutely glorious experience," the newly graduated social worker says with conviction. "He had a beautiful death."
Google AI CEO Demis Hassabis on AGI: Humans only have a few years left to prepare
Demis Hassabis, CEO of Google DeepMind recently issued one of the starkest AI warnings. According to a report by Axios, speaking at the company’s annual developer conference, Hassabis said that humanity is standing in the ‘foothills of the singularity’ and has only a few years left to prepare for artificial general intelligence (AGI). Speaking to Axios after this keynote, Hassabis said that his prediction that AGI could arrive in as little as four years reflects growing confidence that the...
Is Britain's health establishment prepared for a populist government?
The results of the 2026 local government elections in Great Britain, held in May, confirm the collapse of the old political order. Reform, a populist radical right party led by Nigel Farage, emerged as a clear victor, alongside the Greens on the populist left. Although these results might not translate directly into success at the next general election, it would be imprudent to dismiss the possibility that a populist party could enter government.