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Build a Multi-Model AI Router: Fallback in 13 Steps [2026]

Four major AI labs shipped new flagship models inside the same three-week window this September: OpenAI’s GPT-6 Astra, Anthropic’s Claude Fable 5.1 (and the access-restricted Claude Mythos 5.1), Google’s Gemini 3.8 Flash, and DeepSeek’s open-weight V4.1 Flash. That pace is exactly why a growing number of engineering teams stopped hardcoding a single provider into their…

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Apps

AI Roundup: Muse Lifts Chips, Anthropic Nets $11.6B [2026]

Three separate corners of the AI trade converged into a single trading story on September 24 and 25, 2026. Meta’s Muse AI agent kept pulling chip stocks higher, Akamai disclosed an $11.6 billion, seven-year compute commitment from Anthropic, and Oracle sent a force-majeure notice tied to its Project Jupiter data center campus in New Mexico.…

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Apps

GPU Passthrough Setup: IOMMU/VFIO in 13 Steps [2026]

Running Windows inside a virtual machine used to mean giving up your GPU’s real performance. Not anymore. GPU passthrough, built on IOMMU and VFIO, hands a physical graphics card directly to a guest VM so it renders games, CUDA workloads, or CAD software at close to bare-metal speed. This tutorial walks through the full 2026…

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Apps

AI Hacking Costs Drop to $25 a Company: Inside the Math [2026]

A cybersecurity disclosure published this week has put a hard number on something the industry has warned about for years: AI agents can now run an entire hacking operation, start to finish, for about the price of a fast-food meal. Gambit Security said on September 22 that a Chinese-speaking, financially motivated operator used three open-source…

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Cyber Security

Switch Pirates Mod Owes Nintendo $4.5M, Court Rules [2026]

Nintendo has won a $4.5 million default judgment against James Williams, an alleged moderator of the r/SwitchPirates subreddit who went online by the handle “Archbox.” The ruling, first reported by Aftermath and covered by Kotaku, CBR, and player.one, closes out a case Nintendo filed against Williams in 2024 as part of a wider legal offensive…

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