Neura Robotics launches text-and-image AI model that gives robots perception and memory

What happened

Neura Robotics has launched Neuron AI, its multimodal (able to work with more than one kind of input, such as text and images) foundation model for physical AI. Combining 3D vision, touch, audio, robot state and language with memory, Neuron AI enables robots to act on information beyond what cameras alone can capture, as well as retain relevant context when objects disappear from view.

Neura Robotics launches multimodal AI model that gives robots perception and memory October 14, 2026 by Sam Francis Neura Robotics has launched Neuron AI, its multimodal foundation model for physical AI. Its “Perception-Language-Action” (PLA) architecture connects what a robot sees, hears and feels with what it has already done, turning multisensory information into physical action.