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Google's AlphaEarth AI Maps Any 10-Meter Area on Earth Using Satellite Data

3 weeks 3 days ago
Google today announced AlphaEarth Foundations, a new AI model that processes terabytes of daily satellite data to track environmental changes across the planet. The system, part of Google's broader Earth AI initiative, uses machine learning to compress satellite imagery into color-coded maps showing material properties, vegetation types, groundwater sources, and human constructions down to 10-meter resolution. The model uses a technique called "embeddings" that reduces storage requirements by 16 times compared to other AI tools Google tested, while delivering 23.9% higher accuracy than similar systems. AlphaEarth has already mapped complex Antarctic terrain and identified variations in Canadian agricultural land use invisible to direct observation. The technology currently powers flood and wildfire alerts in Google Search and Maps. Research organizations including Brazil's MayBiomas and the Global Ecosystems Atlas are using the system to analyze rainforests, deserts, and wetlands. The model integrates with Google Earth Engine, providing agencies like NASA and the Forest Service access to over one trillion annual data points for environmental monitoring and mapping applications.

Read more of this story at Slashdot.

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Trump officials float plan for Americans to share their medical data more freely

3 weeks 3 days ago
Apple, Google, AI biggies, and for-profit insurance all eagerly rubbing their hands

The Trump administration and the US Centers for Medicare and Medicaid Services (CMS) have announced plans to begin building a new digital health information system, in collaboration with a growing list of private-sector companies. Dubbed the CMS Digital Health Ecosystem, the new program aims to make it easier for patients to access their own medical records and health data.…

Neil McAllister

Boring Company To Build Tesla Tunnels Under Nashville

3 weeks 3 days ago
Elon Musk's Boring Company plans to build a 10-mile underground transportation loop in Nashville connecting the airport to downtown, with private funding and a projected launch as early as fall 2026. "If that happens, Nashville would become the second city where The Boring Company has opened such a system, with the first being Las Vegas," notes TechCrunch. "The company has spent the last few years in Sin City digging and opening tunnels around the Las Vegas Convention Center, and claims to have given 3 million rides in Teslas to date." From the report: The project will be privately funded by The Boring Company "and its private partners," according to the Governor's press release, though those partners are not named. The Boring Company and local officials will now begin a "public process to evaluate potential routes, engage community stakeholders, and finalize plans for the project's initial 10-mile phase." Construction won't begin until the project clears the approvals process. But the governor's office said the first segment of the loop could be operational as "early as fall of 2026."

Read more of this story at Slashdot.

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Alibaba admits Qwen3's hybrid-thinking mode was dumb

3 weeks 3 days ago
Chinese e-commerce giant is going back to dedicated instruct and thinking-tuned models as they prioritize quality over convenience

One of the headline features of Alibaba's Qwen 3 family of models when they launched back in April was the ability to toggle between "thinking" and "non-thinking" modes on the fly.…

Tobias Mann

Microsoft hails cloud and AI revenue for boffo earnings

3 weeks 3 days ago
Azure numbers shared for the first time. No details about AI, however.

Microsoft on Wednesday reported better than expected revenue for the fourth quarter of its 2025 fiscal year, thanks to the company's booming cloud business and, allegedly, to AI.…

Thomas Claburn