Today's Autonomy Pulse
MIT and UPenn Release Open‑Source UAV Trajectory Planner MIGHTY
Researchers from MIT and the University of Pennsylvania introduced MIGHTY, an open‑source trajectory‑planning system for unpiloted aerial vehicles. The planner reacts to obstacles in milliseconds while preserving smooth, time‑optimal paths, using a Hermite spline formulation that reduces computation to about 90% of leading methods.
Apptronik Closes over $935M Series A with New $520M Extension Round
Apptronik announced a $520 million Series A‑X extension, bringing its total Series A funding to over $935 million and total capital raised near $1 billion. The round includes existing backers such as Google, B Capital and Mercedes‑Benz, and new investors AT&T Ventures, John Deere and Qatar Investment Authority. The capital will accelerate production of the Apollo humanoid robot, expand global commercial deployments, and fund a next‑generation model slated for 2026. Partnerships with Google DeepMind and major industry players aim to embed embodied AI across logistics, manufacturing and retail sectors.
Mercedes-Benz Shifts Autonomous Driving Tech in 2026 S-Class
Mercedes‑Benz will replace its U.S. Level 3 Drive Pilot with the Level 2++ MB Drive Assist Pro in the 2026 S‑Class, postponing a fully hands‑free system. The new suite offers automated lane changes and heavy‑traffic navigation and can be rolled out nationwide without state‑by‑state...
Humanoid Robot Startup Apptronik Has Now Raised $935M at a $5B+ Valuation
Apptronik, a University of Texas spin‑out building humanoid robots, reopened its Series A to raise a total of $935 million, pushing its post‑money valuation to roughly $5.3 billion. The round added $520 million from existing backers Google, Mercedes‑Benz and B Capital, alongside new investors, and...
US Marine Corps Advances Plans for Drone Wingman
The Marine Corps’ 2026 Aviation Plan places the MUX TACAIR drone wingman at the forefront of its combat aviation strategy, pairing low‑cost unmanned jets with the F‑35 Joint Strike Fighter. General Atomics’ YFQ‑42A has been selected as a candidate platform,...
What the Data Actually Says: Quantifying the Environmental and Operational Trade-Offs of Agricultural UAV Spraying
Recent field trials and simulations in India quantified the environmental and operational performance of agricultural UAV spraying. The studies showed UAVs achieve an order‑of‑magnitude reduction in water use and up to 30 % lower pesticide application when optimal ULV nozzles and...
Palladyne AI Receives U.S. Air Force Contract to Advance Swarming Capabilities for Integrated Cross-Domain Operations
Palladyne AI secured a U.S. Air Force Research Laboratory contract, dubbed HANGTIME, to fuse its patented SwarmOS platform across satellite, aerial, maritime and ground systems. The effort targets the longstanding challenge of making autonomous assets operate as a coordinated team...
Bonsai Robotics Showcases New Autonomous Weeding and Spraying Solutions on Amiga Platform at World Ag Expo
Bonsai Robotics unveiled four new autonomous weeding and spraying solutions on its Amiga platform at the World Ag Expo, highlighting the Amiga Flex and Amiga Max, the latter a 2026 Top 10 New Product Award winner. The roll‑out leverages partnerships with...
Attabotics Technology Revives as Part of LaFayette Systems
Attabotics, the robotic cube‑storage specialist, is restarting operations after its September 2025 acquisition by LaFayette Systems. The privately held LaFayette group will provide a stable financial base and engineering expertise, allowing Attabotics to retain its Calgary engineering, business, and manufacturing...
FocalPoint Positioning to Showcase S-GNSS Auto at Tech.AD Europe 2026
Focal Point Positioning will demonstrate its S‑GNSS Auto software at Tech.AD Europe 2026 in Berlin on March 23‑24. The UK‑based solution boosts global navigation satellite system reliability by tackling multipath interference and signal attenuation. It enables absolute positioning for autonomous...
Scaling Robotaxis, Hybrid Networks and Fleet Management Globally with Lyft
Lyft’s Executive Vice President Jeremy Bird outlined the company’s strategic partnership with Waymo to launch robotaxis in Nashville, anchored by the FlexDrive platform that handles depot operations, charging, and maintenance. FlexDrive also underpins Lyft’s European expansion, where a partnership with...
Abu Dhabi Expands Robotaxi Network to New Districts
Abu Dhabi’s Integrated Transport Centre announced that its robotaxi network is expanding to Khalifa City, Masdar City and Rabdan, adding a new corridor between the Corniche and Sheikh Zayed Grand Mosque. The service, run by WeRide and Uber with local...
California City Approves $683K Drone Program for Police Emergencies
Santa Ana City Council approved a Drone as a First Responder program, allocating up to $682,900 to purchase five Skydio drones over three years. The drones will be deployed only for clearly defined emergencies such as active crimes, searches, and...
AI Research to Support Efficient Management of Autonomous Baggage Vehicles at Airports
Aston University has partnered with autonomous‑vehicle specialist Aurrigo to create artificial‑intelligence tools for managing airport baggage‑handling fleets. The AI system will automate task allocation, balancing battery levels, location data and flight‑schedule disruptions in real time. By moving beyond centrally‑controlled human...
AutoAgri Introduces IC12 Multipurpose Autonomous Carrier
Norwegian firm AutoAgri unveiled the IC12, a fully electric, unmanned carrier designed for precise, cost‑effective agricultural work. The compact platform supports multiple payload configurations, including top, front, rear, and trailer mounts, and is offered in 2‑WD and 4‑WD versions with...
E-TERRY: A Lightweight Weeding Robot for Mechanical In-Row Weed Control
German startup E‑TERRY has launched a lightweight, fully electric field robot for mechanical in‑row weed control in vegetables and specialty crops. Its patented ultra‑flexible chassis adapts to any row spacing, while an AI‑based phenotyping system identifies crops with over 95%...
3 Surprising Trends That May Change Your View of Autonomous Farming Technology
Sabanto has deployed over a hundred autonomous tractors by retrofitting existing farm equipment rather than building new machines. The company finds that autonomy is being used to amplify the productivity of current workforces, allowing farms to scale without hiring additional...
Waymo Builds Fancy AI-Based Simulator Tool To Improve Robotaxi Tests
Waymo announced an AI‑driven simulation platform built on Google Gemini that automatically generates diverse driving scenarios for its robotaxi fleet. The tool accelerates testing cycles by creating thousands of edge‑case situations without manual scripting, feeding directly into Waymo’s existing simulation...
What Happens when Waymo Runs Into a Tornado? Or an Elephant?
Waymo has launched a new "World Model" built on Google’s Genie 3 AI, enabling the creation of hyper‑realistic 3D driving simulations from simple text or image prompts. The platform can generate extreme edge cases—tornadoes, flooded streets, rogue elephants—and run them at...
Around the Commercial Drone Industry: Air Taxi Demos, Police Drone Programs, and Weather Forecasting
SkyDrive Inc. will showcase its SD-05 eVTOL passenger drone in Tokyo this February, a public demonstration that precedes a planned 2028 market launch and supports Japan’s 2030 commercial vertiport roadmap. In Ohio, six police agencies have adopted Skydio drones, fielding...
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The FAA’s Reorganization: What Changes, What Stays, and Why It Matters to the UAV Industry
On January 26 the FAA announced a sweeping reorganization aimed at consolidating all uncrewed aviation functions under a single, strategically positioned domain. The change seeks to replace the historic patchwork of waivers and scattered directorates with a unified structure that...
7.5 Metres Wide Autonomous Implement Carrier From Cyclair
French ag‑tech startup Cyclair unveiled its hybrid autonomous implement carrier line at GOFAR’s field day, showcasing the 2‑metre Rover GS prototype and announcing the larger 7.5‑metre Rover GW slated for commercial release in late 2026. The Rover GW will weed up to 5.4 metres...
Bitsensing Brings ADAS Kit to the Commercial Vehicle Sector
Radar solutions provider bitsensing has introduced an advanced driver assistance systems (ADAS) kit tailored for commercial vehicles. The kit fuses radar and camera sensors to generate a suite of safety warnings, including blind‑spot information, surround‑view monitoring, rear and forward collision...