How AI companies are teaching language models to admit their mistakes

Two major tech companies are tackling one of artificial intelligence’s most persistent problems: getting AI systems to stop making things up or hiding their mistakes. OpenAI and Amazon have each developed distinct approaches to make large language models more honest and reliable. OpenAI’s thruth serum OpenAI researchers introduced a technique called “confessions” that functions like …

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Oscar winners and A-list talent unite against tech companies dictating Hollywood’s AI future

Hollywood professionals have formed the Creators Coalition on AI (CCAI), bringing together more than 500 actors, filmmakers, writers, and below-the-line talent to establish ethical guidelines for artificial intelligence use in entertainment. The initiative represents a response to what many see as unchecked AI adoption in the industry. The coalition’s 18 founding members include Oscar winners …

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Why AI-generated images are getting better by looking worse

AI image generators have become significantly more convincing by adopting an unexpected strategy: making their output look worse. Instead of creating glossy, overly perfect images, the latest models now replicate the imperfections typical of smartphone cameras. Allison Johnson writes for The Verge that early AI-generated images were easy to spot, featuring telltale signs like extra …

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The writer who wasn’t there: Inside a journalism scam tailor-made for the ChatGPT era

A Toronto magazine editor’s routine fact-check has exposed what appears to be an elaborate fraud spanning dozens of publications worldwide. The case reveals how artificial intelligence tools have made fabricating journalism remarkably easy. Nicholas Hune-Brown reports for The Local about his discovery of a writer named Victoria Goldiee, whose work contained fabricated quotes, invented sources …

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Enterprise spending on generative AI reaches 37 billion dollars in 2025

Enterprise spending on generative AI has surged to 37 billion dollars in 2025, making it the fastest-scaling software category in history. The technology now captures 6% of the global software market just three years after ChatGPT’s launch. Tim Tully and Matt Murphy report for Menlo Ventures in their third annual State of Generative AI in …

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Expert warns: AI denial is becoming a serious enterprise risk

An expert is warning that dismissing artificial intelligence progress as a “bubble” or its output as “slop” is a dangerous form of denial. This growing public sentiment obscures real capability gains and leaves society unprepared for the risks of a major technological shift. Louis Rosenberg, a longtime AI researcher, writes for VentureBeat that this negative …

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Massive AI study reveals real-world usage patterns

A comprehensive new study by AI infrastructure provider OpenRouter and venture capital firm a16z offers a rare glimpse into how people actually use large language models (LLMs). By analyzing over 100 trillion tokens of anonymous user interactions, the report, titled “State of AI,” reveals that real-world AI usage is more diverse and complex than many …

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Upwork study finds AI agents need human partners to succeed

A new study by the online work marketplace Upwork shows that artificial intelligence agents frequently fail to complete professional tasks on their own. However, their performance improves dramatically when they collaborate with human experts, with project completion rates increasing by up to 70 percent. Michael Nuñez reports for VentureBeat that this is the first major …

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Leading AI labs disagree on the meaning of ‘world model’

Top researchers and companies in artificial intelligence, including Fei-Fei Li’s World Labs, Meta’s Yann LeCun, and Google DeepMind, are all promoting technology they call a “world model”. However, the term is being used to describe three fundamentally different approaches to building AI that can understand and interact with the world. An analysis by Entropy Town …

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