智者访谈
机器之心一线 AI 洞察，智者深度思考 ；深入产业变革，共创 AI 未来。
| Publishes | Daily | Episodes | 11 | Founded | 6 months ago |
|---|---|---|---|---|---|
| Language |  ZH-CN | Category | Technology | ||
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Latest Episodes
DeepSeek-R1 等模型通过展示思维链（CoT）让用户一窥大模型的「思考过程」，然而，模型展示的思考过程真的代表了模型的内在推理机制吗？在医疗诊断、自动驾驶、法律判决等高风险领域，我们能否真正信任 AI 的决策？
本期《智者访谈》邀请到上海交通大学张拳石教授，他在神经网络可解释性研究领域开创了新的理论框架。
不同于传统的工程技术层面的解释方法，张教授提出了「等效与或交互」解释性理论，用严谨的数学符号化方式证明神经网络的内在表征逻辑，为理解泛化性、鲁棒性和过拟合提供了新的视角。
面对大... more
2025 年伊始，全球 AI 业界被 DeepSeek 刷屏。当 OpenAI 宣布 5000 亿美元的「星际之门」计划，Meta 在建规模超 130 万 GPU 的数据中心时，这个来自中国的团队打破了大模型军备竞赛的既定逻辑：用 2048 张 H800 GPU，两个月训练出了一个媲美全球顶尖水平的模型。
这一突破不仅撼动了英伟达万亿市值，更引发了整个行业的反思：在通往 AGI 的征程上，我们是否过于盲信算力规模，而忽视了一条更加务实且充满创新可能的路径？
与 2023 年「更大即更好」的粗... more
多模态能力的融合正在改写AI发展路径。语音、视觉与自然语言处理的边界日益模糊，以Transformer为代表的通用解决方案，正在重塑传统技术领域。
在这个技术范式转变的关键时期，那些长期深耕细分领域的研究者又在思考什么？他们如何看待这种技术融合的趋势？
本期《智者访谈》邀请到著名开源语音识别项目Kaldi的创始人、小米集团语音首席科学家Daniel Povey博士。作为推动全球智能语音处理产业化的关键人物，他见证了语音识别技术从实验室走向大规模应用的全过程。十多年前，他在微软研究院的实习生，... more
自动驾驶行业正经历新一轮洗牌。其中，全球自动驾驶第一股图森未来的沉浮，折射出整个行业的阵痛：从 2021 年 IPO 时 85 亿美元的估值，到 2024 年初退市，短短三年间历经管理层动荡、美国监管调查、业务收缩及大幅裁员等一系列剧变。
退市之后，转折仍在继续：2024 年 8 月，公司出人意料地宣布进入生成式 AI 应用领域，计划打造基于《三体》的动画电影及视频游戏。伴随这一战略转型的是愈演愈烈的管理层风波，多起法律诉讼和股权纠纷相继浮出水面。
从图森未来的一系列人事变动和公开信息中可以... more
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Apple Podcasts | #155 | China/Technology |
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智者访谈 launched 6 months ago and published 11 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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