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The AGI Fork in the Road: Why Economic Automation Won't Birth Conscious AI

The AGI Fork in the Road: Why Economic Automation Won't Birth Conscious AI

AI researcher Christopher Kanan argues the term 'AGI' has dangerously conflated two distinct futures: hyper-efficient economic automation systems and true human-like consciousness. Current LLM-based architectures fundamentally lack the mechanisms for self-awareness, making sci-fi doomsday scenarios implausible while real risks like centralization demand immediate attention.
Why AI Agents Demand a New Paradigm Beyond Traditional Tools

Why AI Agents Demand a New Paradigm Beyond Traditional Tools

A thought-provoking analysis argues that treating AI agents as mere tools ignores their fundamental nature as autonomous problem-solvers. The distinction lies in temporal boundaries, decision-making scope, and the messy reality of multi-turn collaboration—with profound implications for how we design AI systems.