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物理AI何时能迎来“ChatGPT时刻”?业内人士:或需5—10年深耕 数据与建模成关键瓶颈
例如,在演示机器人叠衣服的操作场景时,由于现实世界中衣服的纹理、颜色、款式种类繁多且不断更 新,相关数据根本无法完全采集。 朱政认为,世界模型有望解决这一困境——通过生成式数据填补真实数据的不足,从而让物理世界的数 据在体量与泛化性上,达到与数字世界互联网数据相媲美的效果。 王业全则认为物理AI发展的最大难点在于建模方法,包括数据、训练流程等,目前尚未有明确的方 向。他建议第一步可利用大规模自监督数据、高质量数据得到一个基础模型,这需要耗费大量资源,第 二步通过对齐、强化等工作,将模型能力释放到具身智能等相关物理世界相关场景中,"这条路线或许 是可行的,但客观来讲难度依然很大,因为我们目前还未找到合适的建模方法与合理的数据组织形 式"。 智源研究院FLM团队负责人、"新一代人工智能"国家科技重大专项负责人王业全则通过对比ChatGPT的 发展历程,给出了更长期的预估。他指出,从GPT-1到GPT-2,再到GPT-3乃至ChatGPT,期间经历了多 年的技术积累与迭代。目前,具身智能AGI发展水平大致处于潜在的GPT-1.6、1.7阶段,按照线性时间 估计,在一两年内达到ChatGPT级别难度还是很大。王业全认 ...
X @Forbes
Forbes· 2025-09-12 13:31
5 ChatGPT Prompts To Manifest Business Growth Without Hustling https://t.co/m9ga9C0vAZ https://t.co/H6YtwfMTqQ ...
X @Easy
Easy· 2025-09-06 15:33
Sentiment Analysis - The author expresses frustration with being tagged in AI-generated content, specifically leaderboard lists [1] - The author believes the AI content misrepresents their posts, claiming it focuses on irrelevant topics like food and flavors [1] AI Content Concerns - The author suggests that ChatGPT is generating inaccurate information based solely on their name [1] - The author implies the AI-generated content is "slop garbage" [1]
X @Forbes
Forbes· 2025-09-04 19:34
Business Growth Strategies - The article suggests using ChatGPT prompts to overcome business limitations and accelerate growth [1] Technology Application - The article focuses on leveraging ChatGPT for business purposes [1]
X @Forbes
Forbes· 2025-09-04 07:00
5 ChatGPT Prompts To Future-Proof Your Business And Build An Empire https://t.co/ei24nDaIMt https://t.co/gBnmfImga7 ...
【机构策略】当前A股市场交投情绪仍较为火热
Group 1 - The A-share market experienced a day of volatility and adjustment, with the ChiNext index leading the decline, indicating a mixed performance among individual stocks [1][2] - The TMT sector's trading volume exceeded 40% by the end of August, suggesting a high level of congestion in certain tracks, which may pose risks [1] - Defensive sectors such as banking, precious metals, and electricity showed resilience, while technology growth sectors faced significant declines, reflecting a strong risk-averse sentiment among investors [1][2] Group 2 - The recent trading activity saw a notable increase in both transaction volume and margin financing, with both metrics surpassing 20 trillion [1][2] - The market's adjustment is attributed to profit-taking from previous rapid gains, indicating a need for consolidation despite maintaining an overall upward trend [2] - The current market sentiment remains optimistic as long as the broad market indices do not show significant breakdowns [1][2]
X @Forbes
Forbes· 2025-09-02 21:00
5 ChatGPT Prompts For Absolute Clarity On Your Key Business Decisions https://t.co/Dfxke3uKRB https://t.co/hMDuJhGCWY ...
X @Forbes
Forbes· 2025-09-02 12:51
4 ChatGPT Prompts To Help Scale Your Business In 2025 https://t.co/q6t4ayG8IE ...
X @Forbes
Forbes· 2025-08-31 01:00
5 ChatGPT Prompts To Make $100,000+ Without A Degree In 2025 https://t.co/jujvo596jl ...
X @Forbes
Forbes· 2025-08-30 19:30
AI and Trading Models - A billionaire quant is enhancing trading models using ChatGPT-style AI [1] - The technology is described as "turbocharging" existing models [1] Industry Focus - The article discusses the application of advanced AI in quantitative trading [1]