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News articleIEEE Spectrum

Video Friday: Autonomous Robots Learn By Doing in This Factory

View original at spectrum.ieee.org
IEEE Spectrum - Technical Title: Video Friday: Autonomous Robots Learn By Doing in This Factory Date: 2026-02-06 17:00 Source: https://spectrum.ieee.org/autonomous-warehouse-robots <img src="https://spectrum.ieee.org/media-library/robotic-arms-on-mobile-bases-sort-crates-on-a-conveyor-belt-in-a-warehouse.png?id=6390782…
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  • SkyDreamer is the first end-to-end vision-based autonomous drone racing policy that maps directly from pixel-level representations to motor commands

    80% confidence

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Q4 2026 Clinical Catalyst Season: Big-Pharma Data Flow, Regulatory Milestones, and a Thin AI-Drug Fringe
October 2026 conferences (EASD, IGCS, NACFC, HFSA) are producing a dense run of late-stage readouts from Novo Nordisk, Lilly, Roche, Bayer, Vertex and Galderma. Regulatory milestones are scheduled behind them: the ivonescimab BLA PDUFA date on 2026-11-14, FDA acceptance of Roche's vamikibart BLA, and Scholar Rock's EMA resubmission. The AI-and-finance angle is peripheral. It consists of the AI-designed drug Rentosertib and QAIAx, a speculative microcap whose trial claims (the QIII pilot, anticipated 2027-01-01, and a patent update) are forecasts and filings rather than data, so they warrant skepticism.
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EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
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ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
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