Weekly updates on the future of mobility
Vol. 251 2025.10.07.  |  View as Webpage
Company Article
Aeva Aeva Introduces AevaScenes, the First Open-Access FMCW 4D LiDAR and Camera Dataset for Autonomous Vehicle Research
Aurora Aurora Innovation at Evercore ISI Forum: Strategic Moves in Autonomous Trucking
LG Innotek LG Innotek Expands into ADAS, Humanoid, and UAM Sectors
DoorDash DoorDash launches delivery robot in latest push into autonomous technology
Volvo The self-driving future is getting closer at Volvo
Feautred Waymo: AI in the physical world powering the future of driving

Aeva Introduces AevaScenes, the First Open-Access FMCW 4D LiDAR and Camera Dataset for Autonomous Vehicle Research

๐Ÿ“Œ Aeva releases AevaScenes, the first multi-sensor FMCW LiDAR dataset to accelerate autonomous perception research.
  • Aeva introduced AevaScenes, the first open dataset combining synchronized FMCW 4D LiDAR and camera data with velocity, segmentation, and lane annotations.
  • The dataset enables research in detection, tracking, scene flow, and motion forecasting for autonomous driving.
  • It includes 100 sequences and 10,000 frames captured in the San Francisco Bay Area across urban and highway conditions.
  • Data were collected with six FMCW LiDAR sensors and six 4K RGB cameras, covering wide and narrow fields of view.
  • Ultra-long range annotations are provided for up to 400 meters, supporting advanced perception tasks.
  • The dataset totals 200 GB and is freely available for academic and non-commercial use at scenes.aeva.com.
  • Aeva emphasizes the benchmark nature of this dataset in advancing LiDAR adoption for autonomy research.
Aurora Innovation at Evercore ISI Forum: Strategic Moves in Autonomous Trucking  
๐Ÿ“Œ Aurora advances autonomous trucking with 50,000 driverless miles and a clear roadmap toward nationwide scale by 2030.
  • Aurora surpassed 50,000 fully driverless miles on the Dallas-Houston route.
  • The company holds $1.3 billion in liquidity, ensuring operations into Q2 2027.
  • Aurora targets $2โ€“3 billion in revenue by 2028 within a $50 billion serviceable market.
  • Partnerships with PACCAR, Volvo, and Movio are central to scaling operations and hardware integration.
  • Initial driverless launch customers include Hirschbach and Werner.
  • Aurora plans Sun Belt expansion by 2026 and nationwide operations by 2030.
  • A driver-as-a-service model will begin in 2027 with third-generation hardware deployment.
LG Innotek Expands into ADAS, Humanoid, and UAM Sectors  
๐Ÿ“Œ LG Innotek sets a 2030 roadmap to expand into LiDAR, radar, and mobility solutions, targeting 25% of sales from new sectors.
  • LG Innotek aims to derive 25% of sales from new businesses including AD/ADAS, robotics, and UAM by 2030.
  • The company targets 5 trillion KRW from AD/ADAS components and 3 trillion KRW from high-value substrates.
  • A strategic partnership with Aeva positions LG Innotek as a supplier of FMCW LiDAR modules for 2028 mass production.
  • LG Innotek invested in Smart Radar System, securing 4.9% equity to enhance 4D radar capabilities.
  • The company is expanding into vehicle AP modules, with global demand expected to grow from 33 million to 113 million units by 2030.
  • A collaboration with Boston Dynamics will develop vision sensing modules for next-generation humanoid robots.
  • CEO Moon emphasizes transforming into a total solution provider across mobility sensing and semiconductor components.
 DoorDash launches delivery robot in latest push into autonomous technology  
๐Ÿ“Œ DoorDash introduces Dot, a LiDAR-equipped autonomous robot to scale complex food deliveries.
  • DoorDash announced Dot, an autonomous delivery robot capable of 20 mph on streets, sidewalks, and parking lots.

  • Dot can carry up to 30 pounds or six pizza boxes, addressing complex food delivery needs.

  • The robot is equipped with eight cameras and three LiDAR sensors for navigation in crowded urban environments.

  • A SmartScale feature detects missing items, reducing complaints by up to 30% in testing.

  • DoorDash tested Dot in Phoenix and plans to expand to other metropolitan areas.

  • The platform integrates with the companyโ€™s broader autonomous delivery initiatives, including drones and sidewalk robots.

  • Co-founder Stanley Tang highlighted autonomy as essential for scaling delivery operations.  

The self-driving future is getting closer at Volvo  
๐Ÿ“Œ Volvo is building an autonomous trucking ecosystem to transition from truck sales to transport services, with Aurora as a key partner and the US as its launch market.
  • Volvo is shifting from selling trucks to providing transportation services with autonomous vehicles at the core of its new strategy.

  • Volvo Autonomous Solutions, led by Nils Jaeger and CTO Ingo Stรผrmer, is initially targeting mining and highway routes for autonomous truck deployment.

  • The company is building a full ecosystem that combines vehicles, virtual drivers, fleet management, terminals, and payment systems.

  • Partnerships are central, with Aurora as a key collaborator and Volvo preparing trucks to integrate with multiple virtual drivers.

  • Autonomous trucks are expected to cut costs, reduce variability, and improve delivery reliability across logistics networks.

  • Terminals will emerge as hubs for transshipment, energy management, and logistics optimization, especially for electric trucks.

  • The transition will impact long-haul operators but create new opportunities in short-haul transport, terminal services, and specialized logistics.

  • Regulatory clarity and long-term permits will determine adoption speed, with the US currently ahead of Europe in enabling autonomous freight corridors.  

* This edition was generated with the support of AI and reviewed by an editor.
๐Ÿ”– Featured
Waymo: AI in the physical world powering the future of driving  
VuePoint, published by Vueron Technology, is a weekly newsletter that delivers key updates on the future of mobilityโ€”including autonomous driving, smart infrastructure, urban innovation, and LiDAR technology.


Starting with its LiDAR perception solutions, Vueron Technology is realizing AI-driven innovations in the mobility paradigm to create a safer world.

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