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Prevention

‘Hoarse Voice’ Could Be COVID: “Stratus” Variant Surges—Symptoms Doctors Flag, Where It’s Rising, and What Still Works

‘Hoarse Voice’ Could Be COVID: “Stratus” Variant Surges—Symptoms Doctors Flag, Where It’s Rising, and What Still Works

What is the “Stratus” COVID variant? “Stratus” is the colloquial name for XFG, a recombinant Omicron descendant (from LF.7 and LP.8.1.2). WHO added XFG to its monitoring list in late June and, based on available evidence, concluded the “additional public‑health risk … is low.” WHO’s lab summary notes spike‑protein changes (e.g., at positions 478 and 487) that can modestly increase immune escape compared with earlier JN.1‑family strains. World Health Organization Globally, XFG gained speed over the summer. WHO’s dashboard reports XFG was ~67% of submitted sequences in the week ending 31 Aug 2025; the runner‑up, NB.1.8.1 (“Nimbus”), accounted for ~21%.
28 September 2025
Wildfires Beware: How AI is Predicting and Preventing Forest Infernos

Wildfires Beware: How AI is Predicting and Preventing Forest Infernos

FireSat, a Google Research–led constellation with the Earth Fire Alliance, will refresh every 20 minutes and use onboard AI to detect fires as small as a 5×5 meter patch (25 m²); the first satellite was launched in 2025. ALERTCalifornia operates 1,100+ AI-assisted cameras across California, filtering frames to alert responders and enabling early detection before 911 calls. Pano AI uses tower-mounted ultra-HD cameras and the Pano Rapid Detect platform, is deployed in 10 U.S. states and 5 Australian states, and helped shorten response by 20–30 minutes on the 2023 Jackson Road Fire in Washington to contain it at 23 acres.
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