Robots & Self-Driving
Robotics, humanoid robots, self-driving cars and robotaxis, physical AI.
October 2026
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October 28, 2026
Google Previews AI Tool That Builds Explorable Virtual Worlds With Sound
Google unveiled Genie 4, its latest "world model" that generates interactive, navigable environments in real time—complete with physics, human movement, and now native audio like music, ambient sound, and dialogue. Users can steer these…
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October 17, 2026
Waymo Plans Self-Driving Taxis in Toronto by 2028
Waymo is expanding to Toronto, its first move into Canada, starting with human-driven cars mapping city streets ahead of a planned fully autonomous ride-hailing launch in 2028. The company is partnering with Toronto-based Element Fleet…
September 2026
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September 24, 2026
Apple's Two Former Design Chiefs Are Building Rival AI Gadgets. Meta's Ships First.
Mark Zuckerberg unveiled the Muse Charm at Meta Connect on Tuesday: a palm-sized device for the company's Muse AI agent, with a two-inch OLED touchscreen, a fingerprint sensor you press to start talking, cameras front and back, 5G and a…
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September 14, 2026
A Three-Layer Framework for Governing Autonomous Robots
Researchers have proposed ARC (Autonomous Robotics Compliance), an academic framework for governing deployed autonomous robots. It splits oversight into three layers: validating the underlying AI model's safety, certifying the system's…
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September 8, 2026
Tesla's Own Report Confirms Driver-Assist Was On in Fatal Crash
A Tesla Model 3 ran a stop sign in Buena Vista Township, New Jersey on July 6, 2025, killing 82-year-old Stephen Field after striking his Honda Civic. Tesla's own crash report, filed with federal regulators, confirms the driver-assist…
August 2026
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August 5, 2026
Waymo Robotaxis Open to All Riders in Dallas
Waymo's robotaxi service is now open to anyone in Dallas, dropping the waitlist it used since launching there in February. Nearly 150,000 riders had already signed up via the interest list. Waymo says it will soon begin testing routes to…
July 2026
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July 31, 2026
Google's New Robotics Models Give Humanoids Full-Body Control—and a Planning Brain
Google unveiled a suite of new robotics models split between the two hard problems in humanoid robots: moving and thinking. Gemini Robotics 2 is a family of three models meant to control a robot from head to toe—coordinating full-body…
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July 31, 2026
The FCC Just Added Foreign Humanoid and Quadruped Robots to Its China-Era "Covered List"
The Federal Communications Commission has moved to wall off foreign-made advanced robots from the U.S. market. On July 28 it added "advanced robotic devices"—defined as mobile robots such as humanoids and quadrupeds (the walking "robot…
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July 23, 2026
Where the Money Wants to Go Next: Silicon Valley's New Startup Wish List
Y Combinator—the accelerator behind Airbnb, Stripe, and Coinbase—has published its Fall 2026 Request for Startups, the public list of companies its partners most want founders to build. It's a leading indicator of where Silicon Valley's…
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July 20, 2026
Robots Learn Physical Tasks With 84% Less Human Supervision
Training a robot to do a physical task—like clearing a desktop—normally requires a human operator to guide it through many repeated attempts, correcting the same mistakes over and over. Researchers built Zero2Skill, a system that lets a…
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July 14, 2026
Hackney App Compares Uber, Lyft, and Robotaxi Prices in Real Time
A developer built Hackney, a mobile app that compares real-time prices and wait times across Uber, Lyft, Waymo, Tesla Robotaxi, Curb, and Empower—something the ride-hailing companies have actively prevented. The app works by…
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July 11, 2026
AI Systems Coordinate Better With Humans When Taught Social Norms
Researchers found that AI systems coordinate better with humans when explicitly programmed with social norms—the unwritten rules people follow in everyday interactions. Using a pedestrian-vehicle simulation with over 3,400 human…
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July 9, 2026
FTC Forces John Deere to Let Farmers Fix Their Own Equipment — Including the AI That Runs It
John Deere must make diagnostic and repair tools available to equipment owners and independent shops—not just authorized dealers—under a settlement with the FTC and five state attorneys general. That matters more than it used to because a…
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July 8, 2026
Framework Maps Ethical Risks of Robots That Learn Your Habits
A new academic paper proposes a framework for thinking through the ethical risks of personalized robots—the kind that learn your habits and adapt to you over time. The researchers argue that robots' physical presence and social behaviors…
June 2026
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June 30, 2026
South Korea Pledges $1 Trillion for AI Chips and Humanoid Robots
South Korea announced a $1 trillion commitment to AI infrastructure, with Samsung and SK Hynix pledging $585 billion for new chip fabrication plants. The government aims to double DRAM production within five years and deploy commercial…
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June 20, 2026
Hyundai Takes Full Ownership of Boston Dynamics, Plans Factory Robots by 2028
Hyundai is paying $325 million to acquire SoftBank's remaining 9.65% stake in Boston Dynamics, making the robotics company a wholly owned subsidiary. The deal, expected to close June 22, comes as Hyundai prepares to deploy Boston Dynamics'…
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June 16, 2026
Social Robots May Reduce Children's Motivation for Human Connection
An 8-week randomized trial with 40 children with autism found that keeping access to a social robot reduced anxiety but came with a tradeoff: children showed lower social motivation and weaker gains in recognizing human emotions compared…
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June 12, 2026
Waymo Launches $30 Monthly Subscription for Frequent Robotaxi Riders
Waymo launched Premier, a $29.99/month membership for frequent riders of its robotaxi service. Members get priority pickup during busy times, 10% cash back on rides, five free cancellations monthly, and early access when Waymo expands to…
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June 8, 2026
Proposed Safety Metrics Would Overhaul Driverless Car Standards
A new research paper proposes updating ISO 26262, the functional safety standard governing vehicle electronics, to better address fully autonomous vehicles. The key insight: the standard's current 'Controllability' metric assumes a human…
May 2026
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May 30, 2026
Startup Offers Free Home Cleaning—If You Let Them Film Everything for Robot Training
Startup Shift is offering free home cleaning in New York in exchange for recording everything. Cleaners wear hat-mounted cameras that capture footage to train future cleaning robots. The company says it blurs faces, names, and sensitive…
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May 23, 2026
Google Executives Signal AI Priorities: Agents, Quantum, Robotics
Google I/O 2026 featured its Dialogues stage with discussions led by CEO Sundar Pichai, DeepMind's Demis Hassabis, and Jeff Dean covering AI agents, quantum computing's intersection with AI, scientific applications, robotics (including…
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May 22, 2026
Waymo Pauses Robotaxi Service in Four Cities After Vehicles Drive Into Floods
Waymo has paused robotaxi service in Atlanta, San Antonio, Dallas, and Houston after vehicles struggled with heavy rain and flooded roads. One robotaxi got stuck in a flooded Atlanta street for about an hour Wednesday—days after the…
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May 20, 2026
AI-Judged Training Improves Self-Driving by 12% in Waymo Tests
Researchers developed VL-DPO, a method that uses vision-language models to automatically judge which driving behaviors look more human-like, then uses those judgments to train autonomous driving systems. The approach sidesteps the…
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May 16, 2026
Waymo Recalls 3,800 Robotaxis After Vehicles Drove Into Flooded Streets
Waymo is voluntarily recalling about 3,800 robotaxis to patch software after vehicles drove into flooded streets and stalled—one in San Antonio was swept into a creek on April 20. The recall affects Waymo's fifth and sixth generation…
April 2026
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April 28, 2026
LLMs Could Help Self-Driving Cars Interpret Traffic Laws Automatically
A new research paper proposes using LLMs to automatically extract legal requirements for autonomous vehicles from traffic laws—a task traditionally requiring painstaking manual work by legal and engineering teams. The approach grounds the…
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April 27, 2026
Waymo Tells Cyclists Its Robotaxis Will Keep Stopping in Bike Lanes
Waymo has told cycling advocates that its robotaxis are programmed to stop in bike lanes for passenger pickup and dropoff, calling it 'normal practice' even as the company launches autonomous operations in London. The admission follows a…
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April 21, 2026
Autonomous Driving AI Reportedly Reasons Faster by Skipping the Explanation
Researchers introduced OneVL, a framework for autonomous driving AI that compresses the reasoning steps language models normally spell out into compact internal tokens—supervised by both a language decoder and a visual prediction model.…
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April 21, 2026
Driving Footage Could Auto-Generate 3D Simulation Worlds for Self-Driving Tests
Researchers introduced Asset Harvester, a system that converts sparse camera footage from autonomous vehicle driving logs into complete, simulation-ready 3D assets. The pipeline combines data curation with AI-generated multiview images to…
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April 16, 2026
Splitting Robot 'Brains' in Two Improves Complex Physical Tasks
Researchers developed HiVLA, a new architecture for robot control that separates planning from execution: a vision-language model handles high-level instructions ("pick up the red cup, then place it on the shelf") while a separate system…
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April 15, 2026
Google DeepMind Releases Robotics Model for Spatial Reasoning
Google DeepMind released Gemini Robotics-ER 1.6, a reasoning model designed to help robots understand physical environments. The upgrade focuses on spatial reasoning—letting robots point at objects, count items, and detect whether tasks…
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April 14, 2026
Stripped-Down Robotics AI Outperforms Complex Rivals by 20%
Researchers released StarVLA-α, a robotics AI model that deliberately strips away architectural complexity to test whether simpler designs can match elaborate ones. Using just a strong vision-language backbone with minimal additions, the…
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April 12, 2026
Camera-Based Depth Perception for Self-Driving Cars Gets an Upgrade
Researchers developed CylinderDepth, an approach to help autonomous vehicles estimate depth from multiple cameras without human-labeled training data. The technique maps camera feeds onto a shared cylindrical surface, allowing the system…
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April 10, 2026
Robots Learn to Handle Soft Objects Using Only Simulated Training Data
Researchers developed SIM1, a system that trains robots to manipulate soft, deformable objects—think fabrics, cables, or food items—using entirely synthetic data generated in physics-accurate simulations. The approach creates digital twins…
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April 9, 2026
Hugging Face Shares Robotic Folding Research Demo
Hugging Face published a new Space called 'robot-folding' under the LeRobot project, which appears to be a research demonstration related to robotic manipulation tasks. The Space uses Docker and is tagged for data visualization and…
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April 9, 2026
Open Dataset Targets AI's Persistent Weakness: Understanding Physical Space
Researchers released OpenSpatial, an open-source system for generating training data that helps AI models understand physical space—measuring distances, recognizing object relationships, and reasoning about 3D scenes from images. The…
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April 4, 2026
Robots Learn to Combine Sight and Touch Like Humans Do
Researchers developed a framework called Cross-Modal Latent Filter (CMLF) that helps robots combine what they see and what they touch to understand object properties—mimicking how humans integrate multiple senses. The system uses Bayesian…
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April 3, 2026
Early Benchmark for World-Simulating AI Appears on Hugging Face
A Hugging Face Space called 'World-Model' has appeared under the FINAL-Bench project, apparently offering a benchmark or demo interface for world models—AI systems that learn to predict and simulate physical environments. The space focuses…
March 2026
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March 29, 2026
Depth-Sensing Method Claims 81% Fewer Errors, Runs Up to 7x Faster
Researchers have released WAFT-Stereo, a new approach to stereo matching—the computer vision technique that extracts depth information from paired images, used in robotics, autonomous vehicles, and 3D scanning. The method claims to…
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March 27, 2026
Splitting Reasoning From Perception May Be Key to Reliable Robots
Researchers developed a robotic system architecture designed to maintain consistent internal state during extended physical tasks, using Mahjong as their test case. The key finding: explicitly separating high-level reasoning from real-time…
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March 26, 2026
Self-Driving AI Training Claims 80x Speedup Through 'Imagination'
Researchers have developed DreamerAD, a framework they describe as the first to use "latent world models" for training autonomous driving AI through reinforcement learning. The approach compresses a computationally expensive process from…
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March 25, 2026
Touch-Enabled Robots Handle Delicate Tasks 80% Better Than Vision-Only Systems
Researchers developed VTAM (Video-Tactile Action Model), a framework that adds touch sensing to robot vision systems for tasks requiring delicate physical contact. The approach addresses a key limitation of vision-only systems: they can't…
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March 20, 2026
Y Combinator Startup Aims to Solve Drone Range Problem for Power Line Inspections
Y Combinator-backed Voltair launched a drone-and-charging-network system for power utility inspections. The startup says current solutions like Skydio's drone-in-a-box cost $250,000 per unit with roughly 15-mile range. Voltair pivoted from…
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March 20, 2026
Robot Navigation AI Shows Substantial Performance Drops Under Real-World Conditions
Researchers released NavTrust, a benchmark testing how well AI navigation agents hold up when their inputs get messy—blurry cameras, faulty depth sensors, or ambiguous instructions. Testing seven leading approaches, they found substantial…
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March 18, 2026
Pipeline Turns Photos Into Robot-Training 3D Models at Scale
Researchers unveiled ManiTwin, a pipeline that converts single photographs into simulation-ready 3D objects for training robots. The system automatically adds physical properties, text descriptions, and manipulation instructions—the…
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March 15, 2026
Airbus Pairs US Drone With European AI for Germany's Combat Fleet
Airbus is retrofitting two American-made Kratos Valkyrie drone aircraft with a European AI mission system called MARS at its Munich facility, with test flights planned for late 2026. The company aims to deliver an operational autonomous…
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March 13, 2026
Self-Adapting AI Could Improve Real-Time 3D Video Understanding
Researchers have proposed Spatial-TTT, a technique for AI systems that process continuous video streams to understand spatial relationships—think robotics, autonomous vehicles, or AR applications that need to track where objects are in 3D…
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March 11, 2026
Robots Learn to Push Objects Against Walls When Grippers Fail
Researchers developed a framework that teaches robots to use their environment—pushing objects against walls, sliding items across surfaces—rather than relying solely on their grippers. The technique, called Dynamics-Aware Policy Learning…
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March 7, 2026
Smartphones Could Speed Up Robot Training Without the Robot Present
Researchers developed RoboPocket, a system that uses consumer smartphones to improve robot training without needing the physical robot present. The approach uses augmented reality to visualize what a robot policy predicts it will do…
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March 6, 2026
AI That Understands Physics, Not Just Pixels: RealWonder Generates Video With Real-World Consequences
Researchers released RealWonder, which they describe as the first real-time system that generates video showing physical consequences of actions—like pushing an object or robotic manipulation—from a single image. The system bridges physics…
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March 4, 2026
Robot Training Architecture Separates What Things Look Like From How They Move
Researchers have proposed CoWVLA (Chain-of-World VLA), a new architecture for training robots to see and act. The approach combines 'world models'—AI that predicts how environments will change—with a method that separates visual…
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March 3, 2026
YC Startup Brings Computer Vision to Fish Farming for Automated Inspections
OctaPulse, a YC W26 startup, launched a computer vision platform for fish farming that automates fish inspection using underwater cameras and on-device AI. The company claims its system replaces manual sampling—currently about 5 minutes…
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March 3, 2026
Robotics Framework Trains Machines to Learn From Their Failures
Researchers have released Robometer, a framework for training robots to understand what counts as success or failure across different tasks and robot types. The key innovation: it learns from both successful demonstrations and failed…
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March 2, 2026
Real-Time Tool Cleans Up Robot Training Videos for Better Simulation
Researchers have developed DiffusionHarmonizer, a framework that cleans up visual artifacts from neural 3D reconstruction techniques (NeRF and Gaussian Splatting) to produce more realistic, temporally consistent video for autonomous robot…
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March 2, 2026
Step-by-Step Training Method Targets AI Hallucinations in 3D Analysis
Researchers have developed PointCoT, a framework that helps AI models reason through 3D spatial data step-by-step rather than jumping to conclusions. The approach uses a 'Look, Think, then Answer' method where models generate…
February 2026
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February 27, 2026
Framework Proposes Three Tests for AI That Simulates the Physical World
Researchers have proposed a theoretical framework for evaluating "General World Models"—AI systems that can understand and simulate how the physical world works across video, images, and other modalities. Their "Trinity of Consistency"…
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February 19, 2026
Humanoid Robots Learn to Grab Everyday Objects Using Plain English Commands
Researchers unveiled HERO, a system that lets humanoid robots manipulate everyday objects—mugs, apples, toys—using natural language commands and vision. The approach combines large vision models with simulated training, achieving a 3.2x…
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February 18, 2026
Humanoid Robot Climbs, Vaults, and Rolls Using Only Onboard Vision
Researchers demonstrated a humanoid robot performing parkour—climbing obstacles nearly as tall as itself, vaulting, and rolling—using only onboard vision and a modular AI framework. The Unitree G1 robot autonomously selected movements…
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February 18, 2026
Robots Learn Terrain Navigation by Watching Smartphone Video
Researchers introduced MeshMimic, a framework that teaches humanoid robots to navigate terrain by learning from ordinary video footage. The system reconstructs 3D scenes from standard smartphone-grade cameras, then trains robots to…
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February 12, 2026
Two-Armed Robot Design Costs Under $10,000 to Build
Researchers released YOR, an open-source mobile robot with two arms, an omnidirectional base, and a telescopic lift—all for under $10,000 in parts. That's a fraction of what comparable research platforms cost. The team demonstrated it…
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February 11, 2026
Hobbyist Demo Pairs Small Robot With AI to Narrate F1 Races
A Hugging Face Space called 'f1commentator' appeared, tagged for use with Reachy Mini, a small humanoid robot platform. The project appears to combine AI commentary generation with physical robotics—think a robot that watches and narrates…
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February 10, 2026
Demo Hints at Remote Control for Small Humanoid Robot
A developer published a Hugging Face Space called 'reachyphonehome' connected to Reachy Mini, a small humanoid robot platform designed for education and research. The project appears to be a static application—likely a demo or…
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February 9, 2026
Companion App Appears for Educational Robot Platform
A Hugging Face Space called 'baby-reachy-mini-companion' has appeared, apparently designed as a companion app for the Reachy Mini—a small humanoid robot platform used in robotics research and education. The project uses Gradio, a common…
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February 8, 2026
Boston Dynamics Shows Off Atlas Humanoid's Latest Physical Skills
Boston Dynamics released footage of Atlas, its humanoid robot, demonstrating new physical capabilities. The company didn't specify what skills were shown or provide technical details. Boston Dynamics has been developing Atlas for over a…
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February 7, 2026
Waymo Claims Tool Could Test Self-Driving Systems Using Ordinary Video
Waymo announced a 'World Model' that can convert standard camera footage into simulations showing how its autonomous driving system would perceive and interpret the scene. The tool could help Waymo test its vehicles against real-world…
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February 3, 2026
New Training Method Promises More Adaptable Humanoid Robots
Researchers developed a technique called flow matching policy gradients that trains robot control systems more effectively than traditional methods. The approach was tested on legged robots, humanoid motion tracking, and manipulation…
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February 2, 2026
Anthropic Claims Claude Assisted NASA Mars Rover Drive
Anthropic claims Claude assisted NASA's Perseverance rover in a 400-meter drive on Mars, which the company says marks the first AI-assisted drive on another planet. No technical details were provided about how Claude interfaced with the…