# 人形机器人现实挑战：Optimus生产初期极慢

- 来源：Rohan Paul (@rohanpaul_ai)
- 发布时间：2026-07-02 14:54
- AIHOT 分数：44
- AIHOT 链接：https://aihot.virxact.com/items/cmr35vb2600vwsly0z05hklex
- 原文链接：https://x.com/rohanpaul_ai/status/2072574573829349537

## AI 摘要

机器人需要在离开生产线后应对厨房、楼梯、工具、灰尘、人、犹豫、光线差、掉落物品等真实世界的混乱，这与汽车在高度工程化的道路系统上重复窄任务完全不同。引用 Elon Musk 称，Optimus 生产最初将极其缓慢，因为一切都是新的，不像造车。

## 正文

Robotics is hard.

Every unit must behave reliably after it leaves the clean geometry of the production line.

Cars repeat a narrow task inside a heavily engineered road system， while humanoid robots are being asked to generalize across spaces that were designed for human bodies， human judgment， and human tolerance for failure.

A robot must survive contact with kitchens， stairs， tools， dust， people， hesitation， bad lighting， dropped objects， and all the small chaos that factories spend decades trying to remove.

### 引用推文

> Elon Musk：@DoctorJack16 No, Optimus production will be extremely slow at first, as everything is new. This is not like making a car.