Category: AI
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When your AI support bot becomes the attack surface
Most businesses today use smart AI-powered chatbots to offload a big chunk of support work from human agents. Done well, these bots save time for both customers and companies. Under the hood, many of these systems rely on retrieval-augmented generation (RAG). Think of it as a combination of a search engine and a language model.…
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![Why digital preservation is failing]()
Why digital preservation is failing
For decades, we’ve had the “comforting” myth that “the internet never forgets.” Yet every week brings news of another digital graveyard – websites shutting down, archives disappearing, and irreplaceable historical content vanishing forever. The recent closure of AnandTech’s article archive is just the latest casualty in what has become a crisis of digital memory. The…
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![Anthropic just dropped one of the best technical posts on multi-agent AI systems]()
Anthropic just dropped one of the best technical posts on multi-agent AI systems
If you’re building anything AI-related, especially around research or retrieval-augmented generation (RAG), stop what you’re doing and read this post from Anthropic: How We Built Claude’s Multi-Agent Research System It’s a masterclass in building effective multi-agent architectures – not hand-wavy theory, but actual production-ready details from Claude’s new research system. Think parallel reasoning, dynamic tool…
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![My guide on AI model providers in 2025 (April/May): My hands-on experience]()
My guide on AI model providers in 2025 (April/May): My hands-on experience
After spending months integrating and testing every major AI provider’s API for various projects, I’ve compiled my observations on their strengths, weaknesses, and peculiarities. As someone who values both technical precision and practical implementation, these insights reflect my real-world experience rather than marketing claims. My testing methodology For each provider, I evaluated: Gemini: Technical challenges…
