Know What's Happening in Autonomy
Know What's Happening in Autonomy
ClassNK certifies first autonomous container ship navigation system
ClassNK has granted its AUTO-Nav2 (All) notation to the container ship Genbu, marking the world’s first certification for autonomous navigation on medium‑ to long‑distance routes. The vessel, built by Kyokuyo Shipyard and operated by Suzuyo Marine, is part of the Nippon Foundation’s MEGURI2040 fully autonomous program.
Recent Lucas Systems research of 114 U.S. supply‑chain executives reveals that 51% of warehouses consider their automation systems unprepared for unforeseen disruptions, while 77% admit that at least half of their hardware or software is too rigid. The lack of agility is costing operators, with 60% of those citing rigidity experiencing 11‑25% higher operating expenses. The study also shows that 85% of respondents faced up to ten significant unplanned disruptions in the past year, underscoring rising volatility post‑COVID. Executives overwhelmingly view adaptable technology as essential, yet many still rely on traditional AS/RS and conveyor systems.
for robotics researchers: there's many fantastic reward functions out there (TOPReward, Robometer, GVL, etc), so I made a lil website so you easily evaluate them on your own videos. Try: https://philfung.github.io/rewardscope/
At CONEXPO 2026 SANY unveiled its AI Service Assistant (SASA), RootPilot 3D guidance system, and a 5G‑enabled Remote Control that let visitors operate an excavator 6,500 miles away. The company also highlighted telematics that integrate location, hours and maintenance data...
Aviation automation firm Skyryse announced a universal emergency autoland capability for both helicopters and airplanes, integrated into its SkyOS flight operating system. The feature leverages SkyOS’s fly‑by‑wire architecture and onboard sensors to autonomously manage approach, descent, and touchdown after a...
The Pentagon will place orders for 30,000 one‑way attack drones within days after concluding the "Gauntlet" competition that tested platforms from 25 vendors at Fort Benning. Operators with only two hours of training evaluated the drones in simulated combat, and...
Tesla is preparing to roll out its Full Self‑Driving (FSD) software in Japan, targeting a 2026 launch after successful employee test drives of the Model 3 and Model Y. The company plans to activate FSD via OTA updates for roughly 40,000 Teslas...
Researchers at Rochester Institute of Technology have combined drone‑borne multisensor imaging with artificial intelligence to dramatically speed up land‑mine detection while reducing risk to human deminers. Their field trials showed that drone‑mounted magnetic sensors match ground‑based accuracy and can survey...
oToBrite unveiled plug‑and‑play GMSL2 camera adapters that convert NVIDIA Jetson Orin developer kits into rugged, multi‑camera vision platforms. The kits support four or eight GMSL2 cameras via standard FAKRA connectors and include driver bundles with JetPack 6.2 for immediate testing. Designed...
HII has teamed with engineering firm Nominal to overhaul data collection, validation, and analysis for its REMUS autonomous underwater vehicles and ROMULUS uncrewed surface vessels. The partnership will introduce standardized digital‑twin workflows that speed post‑mission analysis and improve traceability from...
Aptiv’s subsidiaries have launched a $1.5 bn private senior notes offering tied to the planned spin‑off of its Electrical Distribution Systems (EDS) unit. The notes, due in 2031 and 2034, will be held in escrow until the separation is finalized. In...
Macnica has entered a strategic partnership with Applied Electric Vehicles to create autonomous driving solutions for logistics and industrial applications. The collaboration centers on Applied EV’s Blanc Robot, a cabin‑less, modular tabletop EV that can be reconfigured for diverse cargo...
Intertraffic Amsterdam 2026 will run March 10‑13 at RAI, drawing roughly 30,000 mobility professionals from over 140 nations. The exhibition will host more than 900 exhibitors across 12 halls, marking the largest floor space in its 50‑year history. A revamped...
Nashville’s Metro Council voted 20‑15 to formally oppose the Boring Company’s Music City Loop, a 13‑mile underground tunnel linking downtown to the airport. The state of Tennessee is pushing the project forward, with legislation to centralize oversight and strip the...
In 1943, Cambridge psychologist Kenneth Craik proposed a powerful idea: intelligent systems carry a “small-scale model” of the world inside their heads, allowing them to simulate actions and anticipate outcomes before acting. Today, we call these world models. Kant described abstract mental...
Scientists have developed rearrangeable robotic modules that can “bloom” like flowers to shade a sunlit room by sensing light levels and adapting collectively. Learn more in Science #Robotics: https://t.co/0zas9GijHE https://t.co/el9OOHyFMB
Texas Instruments announced a partnership with NVIDIA to accelerate safe humanoid robot deployment. The collaboration merges TI’s real‑time motor control, sensing, radar and power technologies with NVIDIA’s Jetson Thor compute and Holoscan ecosystem. A sensor‑fusion solution using TI’s IWR6243 mmWave radar...
From ZERO to $1B in 3.5 years. We wrote their first check at Lux… Here’s how they did it.
Software that helps hardware companies in the defense, space, energy and automotive industries streamline their manufacturing processes. Nominal's @CameronLMcCord and FF's @traestephens join us on the show today.
Dexterity unveiled Foresight, a physics‑consistent world model and 4D packing agent that powers its dual‑arm robot Mech for autonomous truck loading. The system evaluates up to 400 placement options per box in under 400 ms, optimizing density, stability, reachability and parallelism....
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The commercial UAV sector is approaching a post‑Part 108 era where fleet‑based operations will dominate, shifting focus from single‑aircraft flight time to rapid aircraft turnaround. Operators must choose between battery‑swapping docks that deliver minute‑level exchanges and fast‑charging stations that minimize inventory...
Orizon Aerostructures has deployed Flexxbotics’ autonomous manufacturing platform to create a data‑driven, closed‑loop control environment across its aerospace production lines. The integration links CNC machines, FANUC robots, and enterprise PLM systems, feeding multimodal sensor streams into industrial AI for real‑time...
Researchers at Amazon Frontier AI & Robotics and UC Berkeley unveiled Perceptive Humanoid Parkour (PHP), a framework that lets the Unitree G1 humanoid robot perform dynamic parkour using onboard perception. By combining motion‑matching with a teacher‑student reinforcement‑learning pipeline, a single visuomotor...
Global design firm Tata Elxsi unveiled DevStudio.ai, a generative‑AI platform built for the automotive software development lifecycle. The solution uses a multi‑agent architecture aligned with ASPICE standards and can run on cloud or air‑gapped on‑premise environments. Early deployments with OEMs...
Skyports Infrastructure supplied its Vertiport Automation System (VAS) to support SkyDrive’s eVTOL flight demonstrations in Tokyo from Feb 24‑28, 2026. The five‑day event showcased the remotely piloted SD‑05 aircraft over Tokyo Bay and featured a temporary vertiport terminal equipped with...
ANRA Technologies has been awarded Task Order 1 under the FAA’s Center for Advanced Aviation Technologies (CAAT) to evaluate a cooperative separation service for urban air mobility (UAM), unmanned traffic management (UTM) and traditional air traffic. The effort will integrate...
DIODON has launched VIGILANSEA, a three‑year France 2030‑funded programme with SeaOwl and ISAE‑SUPAERO to create a long‑endurance maritime UAV and the DIODON REEF station that autonomously launches, recovers and recharges the UAV from a USV. Building on prior NATO and Dronathlon integrations,...
Mitsubishi Heavy Industries Machinery Systems will conduct a live demonstration of an infrastructure‑based ramp‑merging support system for autonomous vehicles on Tokyo’s Metropolitan Expressway. The trial, scheduled for September to November 2026 near the Yoyogi inbound entrance, will test how roadside...
PAL Robotics used Mobile World Congress Barcelona 2026 to showcase its next‑generation mobile manipulator, TIAGo Pro. The robot’s open‑source software stack and real‑time teleoperation demo highlighted its adaptability for research and industry deployments. CEO Francesco Ferro led a round‑table on human‑robot...
Industrial Internet of Things (IIoT) is turning smart factories from concept to reality, linking sensors, edge devices, AI analytics and cloud platforms across production lines. Real‑time data enables predictive maintenance, automated workflows and energy optimization, driving higher productivity while trimming...
Autonomous robots are moving from pilot projects to large‑scale deployments across warehouses, retail and healthcare, turning robotics‑as‑a‑service into a core managed‑service offering. As fleets grow, each additional machine widens the attack surface, blurring IT and OT responsibilities and exposing misconfigurations,...
Danish robot maker Agrointelli, creator of the Robotti field robot, has filed for bankruptcy in a Danish court due to insufficient cash flow. The company announced the filing on LinkedIn and is now seeking a buyer, with a deadline of...
Videosoft Global has secured an enterprise‑level agreement with Fugro to become the primary provider of real‑time video solutions across its fleet of uncrewed surface vessels and crewed ships. The contract was awarded after a competitive global tender, selecting Videosoft’s FireLight...
YellowScan introduced the Venturer LiDAR at Geo Week 2026, positioning it as an NDAA‑compliant solution for high‑precision, security‑focused surveying. The system processes all data locally via YellowScan CloudStation, eliminating cloud dependencies and ensuring full data sovereignty. It features 360‑degree adaptive...
A new review of 446 papers from 2001‑2025 shows underwater swarm robotics gaining rapid traction. Researchers highlight bio‑inspired coordination rules—drawn from fish schools and predator‑prey dynamics—as a way to overcome the latency and bandwidth limits of acoustic communication. The study...
The NDSS 2025 paper presents the first large‑scale measurement of physical‑world adversarial attacks on commercial traffic‑sign recognition (TSR) systems used in autonomous vehicles. While academic attack techniques can achieve 100% success against specific commercial TSR functions, overall success rates are...
XPENG unveiled a video of its new in‑house autonomous‑driving system navigating a densely packed Chinese city street. The footage demonstrates the AI’s ability to maintain situational awareness amid erratic lane changes, sudden pedestrian crossings, and unpredictable driver behavior. By showcasing...
Tesla’s Full Self‑Driving (FSD) version 14.2.2.5 arrived on February 14 and quickly proved the most confusing update yet for a long‑time user. The release delivers mixed results: speed‑profile behavior feels steadier, yet turn‑signal logic, parking automation, and navigation remain erratic....
A joint demonstration in San Francisco showed a robotaxi built on Lucid’s Gravity electric‑vehicle platform, powered by Nuro’s autonomous driver software and operated by Uber. The vehicle performed a seamless pick‑up/drop‑off (PuDo) maneuver, highlighting the integration of high‑end EV hardware...
Near Earth Autonomy, together with Honeywell, Moog and XP Services, has completed a year of integration and flight testing for the RUC‑60, an optionally crewed Black Hawk converted for autonomous logistics. The team demonstrated the first fully automated takeoff‑to‑landing flight...
Super awesome - instead of learning in sim, the robot *learns in real life*, moving objects like a toddler for 26+ hours. I feel for the poor Cal grad student who had to babysit this 😔 https://tether-research.github.io
This is where #AI + #IoT + #robotics become mission-critical. Robots that understand their environment don’t just move faster, they save lives. MIT just unveiled a breakthrough that lets search-and-rescue robots rapidly map large, unpredictable spaces in real time. @MITAeroAstro @MITEngineering #CES2026 🔗...
Zebra Technologies argues that by 2026 the most effective supply‑chain upgrade will be "pocket automation"—targeted, workflow‑level upgrades rather than full‑site, lights‑out factories. The approach promises ROI within 24 months, leveraging AI‑enabled handhelds, wearables and RFID to augment frontline workers. Incremental...
Mutable Tactics, a British AI startup, secured $2.1 million in pre‑seed funding to build software that lets swarms of military drones operate autonomously when satellite navigation and communications are unavailable. The round was led by Seraphim Space, with participation from the...
The Warthog UGV is a rugged, all‑terrain unmanned ground vehicle built for industrial automation and research, offering a 272 kg payload, 18 km/h top speed, and IP65‑rated steel/aluminum construction. It comes with ROS 2 preinstalled, a Gazebo simulation model, and flexible power outputs...
Minnesota labor advocates are urging state lawmakers to halt the deployment of Waymo’s autonomous vehicles until clear safety and regulatory frameworks are established. Waymo currently operates driver‑assisted cars in Minneapolis to map streets, while the state lacks specific autonomous‑vehicle legislation....
11 years since I knocked on your door @vijaycivs and we built SegNet 🚀 Thanks to @SoftBank_Group who tell the full story here.
Sony will exhibit at Amsterdam Drone Week 2026, showcasing its imaging and sensor portfolio for commercial drones. The lineup includes the full‑frame ILX‑LR1 camera, Alpha series cameras, the FCB‑ER9500 4K/60 block camera, and the AS‑DT1 miniature LiDAR sensor. Sony also...
ePropelled announced its largest expansion of electronic control technologies, adding new motor controllers (ESCs) and Intelligent Power Systems (iPS) for aerial, ground and marine platforms. The upgraded ESCs feature advanced algorithms, real‑time diagnostics and networked data services that boost torque...
Hitachi Rail has secured a €481.6 million contract to supply rolling stock and a Communications‑Based Train Control (CBTC) signalling system for Turin Metro Line 2. The deal covers a €388.5 million base segment from Rebaudengo to Porta Nuova, with an optional €93.1 million extension to...
Kongsberg Maritime, Seadrill and Hanwha Drilling have formed a strategic alliance to create next‑generation remote Dynamic Positioning (DP) technology for offshore rigs. The partnership will blend Kongsberg’s automation and communications platforms with Seadrill’s and Hanwha’s operational expertise. It aims to...
