---
id: 20261023-T0-14
title: "Modal CEO：AI算力为什么是长方形的？聊弹性GPU与Agent云经济"
title_en: "Modal CEO Erik Bernhardsson on Why AI Compute Comes in Rectangles"
url: https://ai.daily.yangsir.net/daily/20261023-T0-14
issue_date: 2026-10-23
publish_date: 2026-10-22T17:40:57.000Z
category: insight
source_name: "Latent Space"
source_url: https://www.latent.space/p/modal-d
---

# Modal CEO：AI算力为什么是长方形的？聊弹性GPU与Agent云经济

Modal CEO Erik Bernhardsson在Latent Space播客中聊了AI算力的形态问题：为什么GPU集群是长方形的、弹性GPU如何调度、沙箱规模怎么增长，以及Agent云的经济账。话题覆盖从硬件布局到商业模式的完整链条，核心是解释Agent类应用对算力基础设施提出了哪些不同于传统云服务的需求。对做Agent产品的开发者来说，这场对话涉及成本结构和基础设施选型。

## English Version

**Modal CEO Erik Bernhardsson on Why AI Compute Comes in Rectangles**

Modal CEO Erik Bernhardsson joined Latent Space to discuss why AI compute clusters take rectangular shapes, how elastic GPUs are scheduled, how sandbox usage is scaling, and the economics of the agent cloud. The conversation spans hardware layout through business models, focusing on how agent workloads demand infrastructure that differs from traditional cloud services. For developers building agent products, it covers cost structure and infrastructure choices.

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**来源**：[Latent Space](https://www.latent.space/p/modal-d)

**详情页**：https://ai.daily.yangsir.net/daily/20261023-T0-14

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