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The ‘era of experience’ will unleash self-learning AI agents across the web—here’s how to prepare
AI visionaries predict an 'Era of Experience' where AI learns autonomously, and it will have important implications for application design.
Today, agents that can interact with complex environments (e.g., AI computer use) and advances in reinforcement learning will overcome these limitations, bringing about the transition to the era of experience. Their behaviors and needs will be very different from human users and developers, and having an agent-friendly way to interact with your application will improve your ability to leverage future AI systems (and also prevent the harms they can cause). “By building upon the foundations of RL and adapting its core principles to the challenges of this new era, we can unlock the full potential of autonomous learning and pave the way to truly superhuman intelligence,” Sutton and Silver write.
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