The world of AI and robotics is constantly evolving, with new developments and breakthroughs happening every day. One of the most exciting recent advancements is the introduction of vision-language-action (VLA) models, such as Google DeepMind’s RT-2. These models are trained on text and images from the web and can directly output robotic actions, enabling robots to “speak” and understand their environment in a more human-like way.
RT-2 has shown promising results in testing, with the ability to transfer knowledge from a large corpus of web data to direct robot actions. This allows robots to more rapidly adapt to novel situations and generalize learned concepts to new tasks, making them more versatile and efficient.
The role of AI in robotics is also a hot topic in the industry. While there is still some misunderstanding around the capabilities and limitations of AI in robotics, it is clear that AI has the potential to greatly enhance the capabilities of robots and make them more adaptable to a wide range of tasks and environments.
One of the key benefits of AI in robotics is the ability to enable robots to sense and respond autonomously to their external environment in real-time. This is particularly useful in situations where variability and unpredictability are common, such as in manufacturing and logistics sectors, as well as in public environments where healthcare or assistance robots are at work.
AI also holds the potential to reduce the time and resources needed to program and re-task robots, making automation more economically viable for small-to-medium-sized companies (SMEs) and larger manufacturers and wholesalers with high product variance.
As the industry continues to evolve, it will be important to stay up-to-date on the latest developments and trends in order to fully leverage the potential of AI and robotics in your business or personal projects. With the introduction of VLA models like RT-2 and the increasing role of AI in robotics, we can expect to see more versatile and efficient robots that are better able to adapt to a wide range of tasks and environments.
