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Limits of the Technological Singularity

机译:技术奇点的限制

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The technological singularity hypothesis asserts that the invention of a synthetic intelligence with greater cognitive capacities than a human being will trigger an exponential increase in synthetic cognition and knowledge. Each generation of synthetic intelligences will be able to create new generations of cognitive beings with even greater capabilities than themselves. Some projections envision a future with superintelligences with millions or billions times the cognitive capability of human beings. This paper will argue that the primary function of cognition is to predict the future and make plans based on those predictions. Exponential increases in cognitive capability and knowledge do not necessarily result in exponential increases in the ability to predict and plan for the future. We will show that exponential increases in knowledge may only result in modest linear increases in the ability to predict the future or make plans. Therefore, the actual capabilities of superintelligent machines may only be minimally, if at all, greater than current human capabilities.
机译:技术奇异度假设断言,具有比人类更大的认知能力的合成智能的发明将引发综合认知和知识的指数增加。每个一代合成智能都能够以更大的能力创建新的认知生物。一些预测设想具有数百万或数十亿次人类的认知能力的超人心灵的未来。本文将争辩说认知的主要功能是预测未来并根据这些预测制定计划。认知能力和知识的指数增加不一定导致指数增加,以便预测和计划未来的能力。我们将表明,知识的指数增加可能只会导致谦虚的线性增加,以预测未来或制定计划。因此,超级智能机器的实际功能可能只能大于当前人类能力。

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