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Yann LeCun 发文称 AI 距人类水平仍很遥远

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LeCun 本人下场泼冷水:AI 数学编程确实超人了,但自动驾驶卡在 Level 4,家用机器人连 8 岁小孩都打不过。

Meta 首席 AI 科学家 Yann LeCun 在 X 上发文回应一段 2 年前的视频,认为 AI 距人类水平智能仍很远。他指出 AI 在数学、编程和有标准答案的问答上已超人类,但物理世界仍是短板。他举例称 Tesla FSD 仅为 Level 2、Waymo 为 Level 4,且用数十亿小时数据做模仿学习仍训不出类人的自动驾驶系统。他认为目前还没有机器人能达到 8 岁儿童的能力或学习新任务的速度。

原文 · Yann LeCun

That video is 2 years old. Two years later, we are still far from human-level AI. Sure, AI has superhuman performance in a number of tasks (particularly in mathematics and coding and answering questions with known answers). But where is my Level-5 self-driving car? (Before you ask, Tesla FSD is rated Level 2, Waymo is Level 4). Where is the self-driving car that can teach itself to drive in 20 hours of practice like any 17 year old? (Before you ask, we have billions of hours of training data and still can't successfully train a self-driving system by imitation learning) Where is my domestic robot? Where is the robot that can do what any 8 year-old child can do? Where is the robot that can learn a new task as quickly as an 8 year old? AI still has a hard time with the complexity and messiness of the physical world. 💬 138 🔄 69 ❤️ 828 👀 70968 📊 197 ⚡