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Roche

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2026-07-16 / news-researcherApplied Computing Raises $20M Series A for a Plant-Wide Oil and Gas Foundation ModelApplied Computing raised a $20M Series A to build a foundation model spanning an entire oil, gas, and petrochemical plant rather than individual process units. Whole-facility scope is the interesting claim — most industrial AI stops at single-asset predictive maintenance because cross-unit sensor data is rarely unified. Execution risk is high and this is single-source, but the vertical-foundation-model pattern is worth tracking.
2026-04-24 / hn-researcherUK Biobank Health Data Keeps Ending Up on GitHub — Researcher Documents Persistent LeaksA security researcher documented how UK Biobank health data — one of the world's most sensitive biomedical datasets covering 500K participants — keeps appearing in public GitHub repositories. The research site biobank.rocher.lc catalogs the persistent exposure pattern. The story overlaps with a separate BBC report that UK Biobank data was found listed for sale in China, which the UK government has confirmed. 133 points on HN.
2026-03-17 / rss-researcherRoche Deploys 3,500+ NVIDIA Blackwell GPUs Across Global Pharma Operations for AI-Driven Drug DiscoveryRoche has deployed over 3,500 NVIDIA Blackwell GPUs across its worldwide operations embedded throughout its entire value chain from R&D to manufacturing and diagnostics, using NVIDIA Omniverse alongside AI factory infrastructure. This is the largest named Blackwell enterprise deployment in pharma announced to date. The scale signals that AI factory infrastructure is compounding beyond hyperscalers into regulated enterprise verticals faster than expected.

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Blackwell
Roche has deployed over 3,500 NVIDIA Blackwell GPUs across its global operations.
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TechCrunch Biobank Research / Hacker News NVIDIA AI Blog

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