Seoul-based AI chip startup FuriosaAI raised a $620M Series D at a $2.9B valuation, up from $735M in 2025; South Korea's National Growth Fund contributed $280M (Yoolim Lee/Bloomberg)

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  Researchers have transformed neural network forward passes into a deterministic computing environment by implementing a hardware architecture directly into open-source model weights. This architecture requires no external software runtimes or external sandboxes to execute complex code like C and MicroPython. The breakthrough demonstrates novel computing paradigms while introducing fresh considerations for model safety and embedded auditing.

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• Sources: AI coding startup Cognition weighs a new funding round before year's end after receiving offers valuing it at $70B-$80B, up from $48B in September (Katie Roof/Business Insider)

  Investor interest in automated software development continues to escalate rapidly as venture capital firms compete for stakes in category leaders. The software development startup is evaluating fresh capital proposals that represent a dramatic surge over its prior benchmarks. Securing a deal at these proposed levels would position the firm among the most valuable private software ventures globally.

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• New York Times adds more AI features to its Cooking app. Users aren't thrilled

  Editorial staff spent extensive time training the newly introduced chatbot to uphold professional culinary standards for recipe modifications and ingredient swaps. Despite these efforts, subscribers are heavily pushing back against automated additions to a premium service they pay to receive from human experts. The negative reception highlights growing friction between technological integration and audience expectations for handcrafted journalism.

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