The author argues that the current AI development path, focused on scaling models and context windows, is hitting diminishing returns. Instead, true intelligence and AGI require adaptability, which is defined as the ability to make decisions in novel situations by combining context, experience, and core priors. The author introduces Mnemon as a system that captures accumulated experience, allowing agents to improve over time without retraining, and envisions a complete system called EROS for human-AI partnership. AI
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IMPACT Argues for a shift in AI development focus from scale to adaptability and decision-making, potentially influencing future research directions.
RANK_REASON The article presents an opinion on the future direction of AI development, advocating for a focus on decision-making and adaptability over mere scale.