# 以人为本AI：从感知到行动的6层连接框架

- 来源：Rohan Paul (@rohanpaul_ai)
- 发布时间：2026-08-28 03:34
- AIHOT 分数：26
- AIHOT 链接：https://aihot.virxact.com/items/cmtbxqqr902terolsfe9hc30f
- 原文链接：https://x.com/rohanpaul_ai/status/2093059700984283464

## AI 摘要

一项综述研究提出，以人为本AI的下一次飞跃在于将感知、动作等孤立任务连接成统一基础模型。该框架将人体外观、运动、交互、影响世界及物理行动划分为6个关联层级。综述指出，仅靠更大模型并非答案，需共享人类表征、更优人类数据、更强物理基础及协同能力评估。

## 正文

Human-centric AI is getting better at isolated tasks, but this survey argues the next leap is connecting them into foundation models that understand people from perception all the way to physical action.

Today, we have strong models for things like pose, avatars, motion, interaction, video generation, and robot control. But most still work as separate systems.

The survey organizes all of this into 6 connected levels, from what a person looks like to how they move, interact, affect the world, and physically act.

Its main recommendation: bigger models alone are not the answer.

The field needs shared human representations, better human data, stronger physical grounding, and evaluation that tests whether these abilities actually work together.