Insight
Everything that moves will eventually become autonomous in AI robotics. Robots come in many forms—every car today is already a robot in real-world robotics. Now, we’re advancing toward building general-purpose robots in AI robotics and real-world robotics. At their core, physical AI and robotics share the same foundational challenges: where do you get the data for robotics foundation models, what is the model architecture for robotics foundation models, and how do we scale for autonomous robots in AI robotics?
The Future of Autonomous Robotics
PrismaX's Three Pillars: Data, Teleoperation, and Models
We focus on the three essential pillars of the robotics industry in AI robotics:
- Data: Building protocols and mechanisms to validate and incentivize large-scale visual data, allowing robotics datasets to scale to the same heights as text data and enabling previously unattainable levels of accuracy and reliability in real-world robotics and AI robotics.
- Teleoperation: Defining a uniform standard for teleoperation, providing turnkey access to operators, payments, and designs so robotics companies can focus on the things that make them different in AI robotics.
- Models: Collaborating with AI teams to build robotics foundation models in AI robotics.
These three function as a data flywheel: large-scale data builds better foundation models in robotics foundation models, which boost teleoperation efficiency; teleoperation then fuels more real-world data collection, completing the loop for autonomous robots in AI robotics.
Scaling Data for Robotics AI
Data at scale drives progress in AI robotics, but real-world robotics is a data deficient space for robotics foundation models.
Standardizing Teleoperation in Robotics
Teleoperation improves performance and generates high quality data in AI robotics, but right now, every robotics company redoes the arduous work required to build a robust teleoperation stack [link to launch post: https://blog.prismax.ai/prismax-launches-ai-teleoperations-platform] in AI robotics.
Building Foundation Models for Robots
Models bring everything together in AI robotics and robotics foundation models.
