A gameplay clip is not merely pixels. It is pixels plus choices.
极其精辟地概括了具身智能下一步的数据瓶颈。语言模型用互联网文本训练，但缺乏对物理世界因果关系的理解。游戏视频包含了“感知-决策-反馈”的完整闭环，这种带有动作标签的数据可能成为下一代大模型突破通用性的关键预训练基座。
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- Last 7 days
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thesequence.substack.com thesequence.substack.com
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- May 2026
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www.anthropic.com www.anthropic.com
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The frontier of AI is shifting from models that answer to agents that act—and agents are only as capable as the systems they can reach.
大多数人认为AI发展的前沿在于模型本身变得更智能、参数更大，但作者认为真正的转变在于AI从'回答问题'转向'主动行动'，这挑战了人们对AI发展方向的常规认知。作者暗示，未来的AI竞争将不在于模型大小，而在于连接能力和行动能力。
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- Apr 2026
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www.tomtunguz.com www.tomtunguz.com
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a free model that matches GPT-4o and runs entirely on your phone
这一声明揭示了AI模型小型化和普及化的惊人速度，表明前沿AI技术从云端到移动设备的迁移只需23个月，这种压缩速度远超以往任何技术革命，将彻底改变AI的可用性和普及范围。
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hai.stanford.edu hai.stanford.edu
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AI models can win a gold medal at the International Mathematical Olympiad but cannot reliably tell time—an example of what researchers call the jagged frontier of AI.
这一矛盾揭示了AI能力的奇特不均衡性，挑战了我们对'智能'的传统理解。AI在高度专业化的复杂任务上表现出色，却在基本常识任务上失败，这暗示当前AI系统缺乏真正的通用智能和推理能力。
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- Apr 2025
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superintelligence.gladstone.ai superintelligence.gladstone.ai
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at any given time, the CCP may have a better idea of what OpenAI’s frontier advances look like than the U.S. government does.
for - AI - Chinese know more than US government about latest US frontier AI research
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