Best of Robotics — 2025

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    Video
    Avatar of tiffintechTiff In Tech·40w

    The Most Important Tech Shift Is Happening Right Now and You Probably Missed It

    AI is transitioning from digital interfaces to physical environments through spatial and embodied AI systems. Spatial AI understands 3D space and object relationships, while embodied AI can act in physical spaces through robotic bodies. This shift is enabled by cheaper sensors, multimodal AI models, and edge computing. Examples include smart home devices like robot vacuums, AR headsets like Apple Vision Pro, and industrial robots in warehouses and hospitals. This technology makes human-machine interaction more natural through gestures and speech rather than traditional interfaces, potentially improving accessibility for non-technical users while raising important safety and privacy considerations.

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    Article
    Avatar of allthingsdistributedAll Things Distributed·24w

    Tech predictions for 2026 and beyond

    Five major technology predictions for 2026 and beyond: companion robots will combat the global loneliness epidemic through emotional AI, particularly for elderly and pediatric care; developers will evolve into renaissance polymaths who combine technical skills with domain expertise as AI handles code generation; quantum computing advances are compressing security timelines, requiring immediate post-quantum cryptography deployment across infrastructure; defense technology innovation cycles are accelerating from decades to years, with dual-use systems reaching civilian applications faster; and AI-powered personalized education will democratize one-on-one tutoring at scale, adapting to individual learning styles while freeing teachers from administrative tasks.

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    Article
    Avatar of techcentralTechCentral·1y

    Nvidia unveils its first desktop computer

    Nvidia has unveiled new products at CES 2025, including its first desktop computer designed for programmers, new gaming chips, and AI tools for training robots and self-driving cars. The company introduced Cosmos foundation models that generate photorealistic video to help teach robots and cars at a lower cost. New gaming chips from the RTX 50 series aim to improve graphics with realistic shaders and human faces. Nvidia's stock reached a record high, making it the second-most valuable company after Apple.

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    Article
    Avatar of swirlaiSwirlAI·1y

    Simple way to explain Memory in AI Agents.

    SwirlAI is partnering with NVIDIA to give away an NVIDIA RTX 4080 SUPER GPU. To enter, register for the GTC 2025 conference, which is free and runs from March 17-21 both in San Jose, CA and virtually. Highlights include sessions on humanoid robots, generative AI for edge applications, and advancements in European robotics. The post also explains four types of memory in AI agents: episodic, semantic, procedural, and short-term (working) memory.

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    Video
    Avatar of fireshipFireship·1y

    17 weird new tech products at CES 2025 you need right now...

    Discover 17 weird yet innovative tech products from CES 2025, including emotional support robots, AI babysitters, and air purifying headphones. Marvel at the gbot humanoid robot designed to handle household chores, and explore Nvidia's latest advancements like the RTX 590 GPU and digit supercomputer. Check out groundbreaking tech like wearable robots, AI-powered health monitors, and revolutionary gaming devices. Find out how new AI tools are reshaping various industries, from home cleaning to entertainment.

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    Article
    Avatar of xkcdxkcd·37w

    xkcd: Dual Roomba

    An xkcd comic exploring the humorous concept of dual Roomba robot vacuums, likely highlighting the coordination challenges or unexpected behaviors that arise when multiple autonomous cleaning robots operate in the same space.

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    Video
    Avatar of fireshipFireship·40w

    Google’s Genie model makes realistic worlds in realtime…

    Google DeepMind released Genie 3, a world model that generates controllable virtual environments from text prompts in real-time at 720p/24fps. The model creates interactive worlds with physical properties for robot training simulations. OpenAI released GPT-O OSS under Apache 2.0 license, offering open-source reasoning capabilities that can run locally. Anthropic upgraded Claude Opus 4.1 with improved software engineering capabilities, particularly for multifile code refactoring in large projects.

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    Article
    Avatar of hnHacker News·32w

    newton-physics/newton: An open-source, GPU-accelerated physics simulation engine built upon NVIDIA Warp, specifically targeting roboticists and simulation researchers.

    Newton is a GPU-accelerated physics simulation engine built on NVIDIA Warp, designed for robotics and simulation research. The project extends Warp's deprecated sim module and integrates MuJoCo Warp as its primary backend. Key features include GPU-based computation, OpenUSD support, differentiability, and extensibility. Currently in active beta under the Linux Foundation with Apache 2.0 licensing, Newton was initiated by Disney Research, Google DeepMind, and NVIDIA. The engine includes extensive examples covering basic physics, robot simulations, cloth dynamics, inverse kinematics, material point method (MPM), and differentiable simulation scenarios.

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    Article
    Avatar of hnHacker News·27w

    zserge/grayskull: A tiny, dependency-free computer vision library in C for embedded systems, drones, and robotics.

    Grayskull is a minimalist computer vision library for microcontrollers and resource-constrained devices. Written in pure C99 as a single header file under 1000 lines, it requires no dependencies or dynamic memory allocation. The library provides grayscale image operations including filtering (blur, Sobel edges), thresholding (Otsu, adaptive), morphology (erosion, dilation), connected components, perspective warping, FAST/ORB feature detection for object tracking, and LBP cascades for face/vehicle detection. It includes PGM file I/O and uses integer-based operations optimized for embedded systems.

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    Article
    Avatar of venturebeatVenture Beat·44w

    Hugging Face just launched a $299 robot that could disrupt the entire robotics industry

    Hugging Face launched Reachy Mini, a $299 open-source desktop robot designed to democratize AI-powered robotics development. The 11-inch humanoid companion features six degrees of freedom, cameras, microphones, and runs on Raspberry Pi 5. It integrates natively with Hugging Face Hub, allowing developers to access thousands of AI models and share applications. The robot ships as a DIY kit programmable in Python, contrasting with expensive traditional robotics systems. This represents Hugging Face's expansion into hardware following their acquisition of Pollen Robotics, aiming to make robotics accessible to millions of developers rather than limiting it to corporate labs with six-figure budgets.

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    Article
    Avatar of techcentralTechCentral·1y

    AI reset at Apple

    Apple is restructuring its AI division, moving the robotics unit from AI chief John Giannandrea to hardware engineering under John Ternus. This shake-up follows a recent shift of the Siri voice assistant to another division. Apple aims to focus more on developing core AI technologies as it seeks to catch up with competitors like Google and OpenAI. The robotics team is working on innovative AI-powered products, such as a tabletop robot with an artificial limb and future mobile machines. These changes indicate Apple's increased investment in AI-driven hardware initiatives.

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