北京智源研究院：人工智能下一个十年研究报告
智源研究院学术副院长、清华大学计算机系唐杰教授作客首届中科院“先导杯”并行计算应用大奖赛启动仪式，并为大家带来《人工智能下一个十年》的主题报告。在报告中，唐老师从人工智能发展的历史开始，深入分析人工智能近十年的发展，阐述了人工智能在感知方面取得的重要成果，尤其提到算法是这个感知时代最重要、最具代表性的内容，重点讲解了 BERT、ALBERT、MoCo2 等取得快速进展的算法。最后深入介绍了认知智能的发展蓝图。唐杰教授在这个报告中提出了一个观点。他认为人工智能经历几波浪潮之后，在过去十年中基本实现了感知能力，但却无法做到认知能力（推理、可解释等）；因此在下一波人工智能浪潮兴起时，将主要会去实现具有推理、具有可解释性、具有认知的人工智能。他提出，认知智能是 AI下一个10 年要发展、也一定会发展的重要方向。唐杰教授在报告中也摘要了张钹院士关于第三代人工智能的理论框架体系核心思想：[*]建立可解释、鲁棒性的人工智能理论和方法。
[*]发展安全、可靠、可信及可扩展的人工智能技术。
[*]推动人工智能创新应用。
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