Generative AI

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Adversarial Prompt Generation: Safer LLMs with HITL

What adversarial prompt generation means Adversarial prompt generation is the practice of designing inputs that intentionally try to make an AI system misbehave—for example, bypass a policy, leak data, or produce unsafe guidance. It’s the “crash test” mindset applied to language interfaces. A Simple Analogy (that sticks) Think of an LLM like a highly capable […]

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What is Context Window in LLM? Explained in 2 Minutes

We interact with LLMs every day. We write prompts, paste documents, continue long conversations, and expect the model to remember what we said earlier. When it does, we move on. When it doesn’t, we repeat ourselves or assume something went wrong. What most people rarely think about is that every response is constrained by something

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OpenAI to test ads in ChatGPT as it burns through billions

On Friday, OpenAI announced it will begin testing advertisements inside the ChatGPT app for some US users in a bid to expand its customer base and diversify revenue. The move represents a reversal for CEO Sam Altman, who in 2024 described advertising in ChatGPT as a “last resort” and expressed concerns that ads could erode

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Wikipedia signs AI training deals with Microsoft, Meta, and Amazon

On Thursday, the Wikimedia Foundation announced licensing deals with Microsoft, Meta, Amazon, Perplexity, and Mistral AI, expanding its effort to charge major tech companies for using Wikipedia content to train the AI models that power AI assistants like Microsoft Copilot and OpenAI’s ChatGPT. While these same companies previously scraped Wikipedia without permission, the deals mean

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Bandcamp bans purely AI-generated music from its platform

On Tuesday, Bandcamp announced on Reddit that it will no longer permit AI-generated music on its platform. “Music and audio that is generated wholly or in substantial part by AI is not permitted on Bandcamp,” the company wrote in a post to the r/bandcamp subreddit. The new policy also prohibits “any use of AI tools

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Gemini can now scan your photos, email, and more to provide better answers

Google has toyed with personalized answers in Gemini, but that was just a hint of what was to come. Today, the company is announcing extensive “personal intelligence” in Gemini that allows the chatbot to connect to Gmail, Photos, Search, and YouTube to craft more useful answers to your questions. If you don’t want Gemini to

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The RAM shortage’s silver lining: Less talk about “AI PCs”

RAM prices have soared, which is bad news for people interested in buying, building, or upgrading a computer this year, but it’s likely good news for people exasperated by talk of so-called AI PCs. As Ars Technica has reported, the growing demands of data centers, fueled by the AI boom, have led to a shortage

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Google’s updated Veo model can make vertical videos from reference images with 4K upscaling

Google’s Veo video AI made stunning leaps in fidelity in 2025, and Google isn’t stopping in 2026. The company has announced an update for Veo 3.1 that adds new capabilities when you provide the model with reference material, known as Ingredients to Video. The results should be more consistent, and output supports vertical video and

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Google removes some AI health summaries after investigation finds “dangerous” flaws

On Sunday, Google removed some of its AI Overviews health summaries after a Guardian investigation found people were being put at risk by false and misleading information. The removals came after the newspaper found that Google’s generative AI feature delivered inaccurate health information at the top of search results, potentially leading seriously ill patients to

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UK probes X over Grok CSAM scandal; Elon Musk cries censorship

Elon Musk’s X is currently under investigation in the United Kingdom after failing to stop the platform’s chatbot, Grok, from generating thousands of sexualized images of women and children. On Monday, UK media regulator Ofcom confirmed that X may have violated the UK’s Online Safety Act, which requires platforms to block illegal content. The proliferation

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