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4 months ago in Artificial Intelligence By Sal Gray

Is the ability to generate true randomness a valid benchmark for Artificial General Intelligence (AGI)?

I'm working on a theoretical framework for evaluating cognitive architectures beyond task-specific benchmarks. Current systems excel at pattern recognition but feel fundamentally deterministic. It struck me that the ability to generate genuine stochasticity not just pseudo-randomness might signal a different kind of cognitive capacity. But I'm uncertain if this is philosophically sound or just a technical distraction.

ArtificialIntelligence ArtificialGeneralIntelligence(AGI)

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By Nazia Answered 4 months ago

This is a debatable benchmark. True randomness generation (e.g., via quantum processes) is not unique to intelligence; it's a physical phenomenon. AGI would be better benchmarked by adaptability, abstract reasoning, and integrating knowledge across domains. While the appearance of creativity or unpredictability might involve stochasticity, the core of general intelligence lies in structured understanding and goal-directed reasoning, not pure randomness.

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Is the ability to generate true randomness a valid benchmark for Artificial General Intelligence (AGI)?

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