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English(EN) Can # AI do # neuroscience without understanding? https://www. thetransmitter.org/machine-lea rning/can-ai-do-neuroscience-without-understanding/ Indeed no exis

AI在缺乏真正理解的情况下难以进行神经科学研究,在复杂任务上表现不佳

文章质疑人工智能在没有真正理解的情况下能否为神经科学做出真正贡献。文章认为,当前的AI模型无法对盲人的感觉替代学习能力做出可靠预测,因为这些场景超出了它们的训练数据分布。这一局限性凸显了AI的模式匹配能力与复杂科学探究所需的更深层次理解之间的差距。 AI

影响 强调了当前AI在科学发现中的局限性,表明需要超越模式匹配的更深层次理解。

排序理由 该集群讨论了一篇质疑AI在没有真正理解的情况下进行神经科学研究的能力的观点文章。

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AI在缺乏真正理解的情况下难以进行神经科学研究,在复杂任务上表现不佳

报道来源 [2]

  1. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Can # AI do # neuroscience without understanding? https://www. thetransmitter.org/machine-lea rning/can-ai-do-neuroscience-without-understanding/ Indeed no exis

    Can # AI do # neuroscience without understanding? https://www. thetransmitter.org/machine-lea rning/can-ai-do-neuroscience-without-understanding/ Indeed no existing AI model can make credible predictions about (learnability of) sensory substitution for the blind: it's out-of-dist…

  2. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Can #AI do #neuroscience without understanding? www.thetransmitter.org/machine-lear... by @[email protected] ; indeed no existing AI model can

    Can #AI do #neuroscience without understanding? www.thetransmitter.org/machine-lear... by @[email protected] ; indeed no existing AI model can make credible predictions about (learnability of) sensory substitution for the blind: it's out-of-distribution. Can AI d…