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The internet is on the cusp of a major transformation as self-learning artificial intelligence agents become increasingly sophisticated. Experts predict that this evolution will usher in an ‘Era of Experience,’ where AI systems can independently learn and adapt within the web environment. This shift necessitates a re-evaluation of application design and development strategies. Businesses and developers need to understand the implications of these advancements to effectively navigate and leverage the future of the web, characterized by autonomous and adaptable AI.