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News articleIEEE Spectrum

Video Friday: Robot Collective Stays Alive Even When Parts Die

View original at spectrum.ieee.org
IEEE Spectrum - Technical Title: Video Friday: Robot Collective Stays Alive Even When Parts Die Date: 2026-02-13 16:30 Source: https://spectrum.ieee.org/video-friday-robot-collective <img src="https://spectrum.ieee.org/media-library/robot-collective-crawls-under-a-bridge-of-rocks-with-glowing-lights-video-speed-increas…
Opening lines of the source · IEEE Spectrum · short snapshot — read the full document at the original

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  • Elephant trunk whiskers exhibit a form of material intelligence more sophisticated than the well-studied whiskers of rats and mice, with potential to inspire new physically intelligent robotic sensing approaches

    80% confidence

  • Atlas research platform receives final testing push for full-body control and mobility limits as enterprise platform deploys

    80% confidence

  • Modular robots demonstrate a tradeoff where the number of modules dictates both possible functions and odds of failure, but this trend can be reversed by exploiting redundant resources and sharing them locally to improve reliability with increased module count

    80% confidence

  • Mentee Robotics designs humanoid robots with deep vertical integration across hardware, embedded software, and AI to close the Sim2Real gap and enable continuous, around-the-clock operation in real-world industrial environments

    80% confidence

  • FastUMI Pro is designed to power a truly end-to-end closed loop for embodied intelligence, transforming real-world data into genuine robotic capability

    80% confidence

  • Rotational multimaterial 3D printing innovation could someday accelerate production of components for surgical robotics and assistive devices, advancing medical technology

    80% confidence

  • The quiet-rotor electric rotorcraft achieves noise level around 74 dBA in hover at 50 feet, making it probably the quietest rotorcraft at this scale

    80% confidence

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Pharma Pipeline Catalysts and M&A Heat Up as AI-Designed Drugs Enter the Clinic
Late-September 2026 brought a dense run of clinical readouts: Novo Nordisk's CagriSema data at EASD, Lilly's ADtouch results for EBGLYSS, and Merck's tulisokibart Phase 2b result. Lilly's $2.9B Merida Biosciences acquisition and the 2026-11-14 FDA PDUFA date for ivonescimab sit alongside these as the main deal and regulatory events. AI-designed drugs such as rentosertib, and speculative AI-linked trial ventures such as QAIAx, are moving from hype toward clinical validation. Broader AI-sector regulatory and legal friction (Tesla Cybercab probe, xAI Minnesota ruling, OpenAI lawsuits) shows rising scrutiny that could spill into AI-driven healthcare.
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Satellite-Terrestrial Network Integration Acceleration
Increased investment and launches in hybrid satellite-cellular networks across telecom industry; competitive responses from other carriers; regulatory activity around satellite spectrum; expansion of emergency/rural connectivity use cases
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Where sources disagree
Apple Inc.
The observation date (2025-12-27) precedes Q1 2026, making it logically impossible to have actual Q1 2026 cash data at that point. Q1 2026 would not end until March 31, 2026. Additionally, the magnitude of the difference ($45.3B vs $132.42) is implausibly large even as a normal quarterly change for Apple. While different fiscal periods can show different values, the timing relationship here suggests a data integrity issue rather than legitimate period-over-period variation.
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