The Sequence Opinion #465: Agentic AI and Darwinism
Some ideas about Open-Endedness AI.
Have you heard about models like The AI Scientist that can conduct research for long periods of time? This is a manifestation of a paradigm known as Open-Endedness AI that attempts emulate long term tasks. Open-Endedness AI has its root in evolutionary algoritms applied to long term interactions with a given environment . For many this is a manifestation of AGI but how real is it?
Welcome to The Sequence Opinion where we debate some unique perspectives in the word of AI.
Open-Endedness AI represents a paradigm shift in artificial intelligence research, moving beyond task-specific systems towards AI capable of continuous learning, adaptation, and innovation. This essay will explore the key principles, research methods, and challenges associated with Open-Endedness AI, as well as evaluate its potential for realization.