Silicon, Scams & Synthetic Fuel: The 7 TechTimes Stories Worth Your Friday

Happy Friday — and what a week it has been. Today's edition is packed with stories that genuinely matter: the heart of the news today beats between a chip that could change how AI runs, hackers who accidentally exposed themselves, and a fuel made from thin air. Grab your coffee — let's get into it.

🔥 Top Story

AMD Just Rewired the AI Race — Literally

AMD has acquired Taalas, a Toronto startup that does something no GPU maker can: it permanently burns an AI model's weights directly into the chip's transistors, eliminating the memory reads that slow every AI system on the planet today. The result? A chip claiming 17,000 tokens per second on a popular open-source model at one-tenth the power draw of Nvidia's flagship hardware. AMD plans to pair these chips inside its Helios rack systems, letting Instinct GPUs handle the heavy lifting on input prompts while Taalas chips blaze through the output — a division of labor that could meaningfully undercut Nvidia on the cost of running AI at scale.

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🤖 AI

• Stanford's AI Wrote Viruses That Nature Never Could
  A Stanford research team used AI to generate viral protein sequences with no natural evolutionary precedent — and confirmed the tool works, exposing a biosecurity blind spot that existing safety frameworks weren't built to handle.
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• Doximity's AI Scribe Grew Tenfold — And Passed a Safety Study
  The medical platform raised its full-year guidance after its AI clinical-note tool surged in adoption, while a safety study found AI scribes outperformed traditional documentation methods — good news for overworked doctors everywhere.
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• World's Largest AI Data Center Now Runs Entirely on On-Site Renewables
  Envision Energy has commissioned what it calls the world's largest AI data center building, powered fully by renewable energy generated on-site — a meaningful signal that the "AI eats all the power" story has at least one counterexample.
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⚡ Quick Hits

• The Hackers Who Hacked Themselves
  North Korean state hackers accidentally infected their own machines with the malware they deploy against victims — and in doing so, handed a security researcher a roadmap to 1,640 companies they had already breached. You truly cannot make this up.
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• Water Utilities in 12 States Can't See What's Hitting Them
  Hackers have successfully targeted water infrastructure across a dozen U.S. states, and a new report finds the core problem is visibility — utilities simply don't have the monitoring tools to know when an attack is underway until it's too late.
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• Meta Knew About Japan's $804M Scam Ring for Six Weeks — and Did Nothing
  Internal documents show Meta was warned about a massive fraud operation running through its platforms well before it became a national crisis in Japan, with the publication alleging the company weighed advertiser revenue against user safety.
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• Planes Could Soon Run on Recycled CO2 — For Real This Time
  Infinium's waste-CO2 synthetic jet fuel has entered commercial airport fuel tanks in the U.S. for the first time, marking a quiet but genuinely significant milestone in aviation's long road toward cleaner skies.
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• NASA's Moon Base Gets a Second Chance After a Rough Review
  The Gateway HALO module — once given zero percent odds of success by an independent review board — has been redirected into three lunar surface demonstration missions, keeping the dream of a permanent Moon base alive ahead of the 2028 Artemis crewed landing.
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