Robotics and Automation

Humanoid and industrial robots, autonomous systems, automation, and physical artificial intelligence.

65 Articles

Ricoh Develops Physical AI Technology to Teach Robots from Images of Human Actions

Robotics and Automation

Ricoh Develops Physical AI Technology to Teach Robots from Images of Human Actions

Ricoh announced the development of technology based on a Latent Action Model to teach robots actions such as grasping and moving objects from image and video data, without relying entirely on a specific robot architecture. The company tested the technology in a simulation environment built on physical conditions, using AWS services to reduce the cost of data collection and model training.

2026-09-04

Tesla Seeks Cybercab Fleet Operators While FSD Owners Remain Outside the Equation

Robotics and Automation

Tesla Seeks Cybercab Fleet Operators While FSD Owners Remain Outside the Equation

Tesla has begun collecting interest from potential buyers of Cybercab fleets and infrastructure projects associated with the Robotaxi network, but it has not yet opened the way for individual vehicle owners to earn the income the company previously linked to the FSD feature. The article suggests that the move may reflect a shift toward a model based on fleets and external partners, although fully autonomous driving has not yet been solved.

2026-09-03

Humanoid Robot Computing and Security: Why Do the Complexities Go Beyond What We Know from Self-Driving Cars?

Robotics and Automation

Humanoid Robot Computing and Security: Why Do the Complexities Go Beyond What We Know from Self-Driving Cars?

Humanoid robots need a combination of centralized and distributed computing to process sensor data and control movement, but their direct proximity to people increases the risks of hacking, from disrupting systems to causing physical harm. An analysis by Semiconductor Engineering examines the challenges of designing the computing architecture, protecting artificial intelligence models, and securing communications as well as voice and visual interaction.

2026-09-03