Event ·Multi-source

张亚勤对话姚顺雨：AI 护城河在产品层而非模型层

清华大学讲席教授张亚勤向腾讯首席AI科学家姚顺雨提问，模型同质化后用户黏性从何而来。姚顺雨认为护城河更多在产品层而非模型层，一是私有数据和上下文，例如微信里的 AI 虽不必最聪明，但了解用户的日程和朋友，难以被取代。二是信任，即用户是否信任 AI 接触自己的数据并代为行动。张亚勤顺势追问 Anthropic 是否会因此沦为同质化商品。

Current read

腾讯姚顺雨聊模型同质化后靠什么留住用户，答案不是模型而是数据和信任，微信就是例子，聊得挺透。

11 sources54° AI heatLast updated 2026/11/8 03:02:06

Evidence

11 sources

Primary source宝玉

2026/11/8 03:02:06View source

Related source 1IT之家

2026/11/6 13:13:37View source

Related source 2rohanpaul_ai

2026/11/6 14:56:34View source

Related source 3Rowan Cheung

2026/11/6 17:31:41View source

Related source 4kimmonismus

2026/11/6 19:20:24View source

Related source 5Gary Marcus

2026/11/6 22:28:36View source

Related source 6Blognone

2026/11/7 03:23:41View source

Related source 7The Information

2026/11/7 16:30:04View source

Related source 8AI Will

2026/11/8 00:07:26View source

Related source 9The Business Times: Tech

2026/11/6 06:12:52View source

Related source 10Tech in Asia

2026/11/6 06:20:53View source

Conflict check

Dedup data only shows that these sources discuss the same event, not that they agree. There is no structured supporting or refuting evidence yet, so no conflict is inferred automatically.

Open the story