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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…
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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

  • 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

  • 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

  • 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

  • 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

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

    80% confidence

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What we know · the intelligence behind this page
Live from the substrate
What we're seeing
AI Capital Surge: Late-August 2026 Funding Wave Spans Fintech, Enterprise Agents, and Robotics
A dense cluster of funding rounds landing on 2026-08-28 — from identity/fraud fintech player Socure ($156M plus its acquisition of Fravity) to enterprise AI agent startups (Instinct, Generalist AI, Owner), model infrastructure (Stability AI, Emerald AI), and autonomous logistics/aerospace (Gatik, Regent Craft) — signals investors are rotating aggressively into AI-native companies with demonstrable ROI, especially in financial risk/compliance and back-office automation. Parallel signals (Multiverse Computing's compression benchmarks cutting inference cost/latency, and Arkestro/CloneOps.ai publishing hard savings and labor-displacement figures) suggest the funding is chasing efficiency and measurable economic impact rather than pure model scale.
Our read on the data ›
Signals we're tracking
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
Patterns we're watching ›
Where sources disagree
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.
We flag conflicts openly ›
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