How to spot and prevent hallucinations in generative AI

Generative AI tools like ChatGPT, Claude, and Gemini have become helpful partners for many of us in content marketing. They can speed up research, outline complex topics, and draft copy in seconds. It feels like a superpower. Until it doesn’t. Imagine this: You are deep in the flow of writing an important thought leadership piece …

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Qwen-Image-2512: High quality AI images go open source to challenge Google dominance

Alibaba’s Qwen team has released Qwen-Image-2512. This update improves their foundation model for generating images from text. The model is now available for public use and enterprise integration. According to the developers, this version focuses on three main areas: human realism, natural detail, and text rendering. The model aims to reduce the artificial appearance often …

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39C3 Talk: How Wikipedia battles AI-generated articles

Mathias Schindler, a longtime Wikipedia contributor and co-founder of Wikimedia Germany, reports on a troubling discovery at the 39C3 conference in Hamburg. While developing a tool to check ISBN checksums in German Wikipedia, he uncovered a significant problem: articles containing completely fabricated literature references generated by large language models. The issue emerged when Schindler found …

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Meta Pays Billions to Enter Enterprise AI Market with Manus Acquisition

Meta has acquired Manus, a Singapore-based AI startup, for more than $2 billion. The deal represents one of the first major acquisitions by a U.S. tech company of a startup with Chinese roots, according to the Wall Street Journal. Manus builds general-purpose AI agents that autonomously execute complex tasks such as market research, coding, data …

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AI researcher identifies six major paradigm shifts in large language models during 2025

The development of large language models has undergone fundamental changes in 2025, marked by new training methods and surprising capabilities that reveal a fundamentally different form of intelligence than expected. AI researcher Andrej Karpathy writes on his blog about six major shifts that defined the year. The most significant change involves a new training technique …

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The telltale signs that AI wrote your email, essay, or news article

Artificial intelligence has developed a distinctive writing style that readers are learning to identify almost instantly. From student essays to corporate communications, AI-generated text carries unmistakable markers that reveal its algorithmic origins. Sam Wolfson writes about this for the New York Times. He describes how AI writing relies heavily on specific patterns: the “It’s not …

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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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The snack revolution that ended in a communist coup

Anthropic’s Claude AI model recently took over the management of a vending machine in the Wall Street Journal newsroom. The experiment aimed to test the autonomy and business logic of AI agents in a real-world setting. Joanna Stern reports for the Wall Street Journal that the project quickly devolved into financial chaos and social engineering. …

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Ray3 Modify transforms video footage in breathtaking ways

Luma AI has released Ray3 Modify, a new video generation model that allows users to modify existing footage while preserving the original performance. The tool is available through the company’s Dream Machine platform. Ray3 Modify addresses a limitation in AI video generation: the difficulty of maintaining timing, motion, and emotional intent when transforming scenes. The …

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Google’s Gemini 3 Flash wants to end the compromise between performance and cost

Google has released Gemini 3 Flash, positioning the model as a solution to what the company describes as a longstanding compromise in artificial intelligence between speed and capability. The model combines what Google calls “PhD-level reasoning” with faster processing speeds and lower costs compared to larger models. Gemini 3 Flash is now the default model …

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