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Akshay Kothari@akothari
In Sarah We Trust! MTS @MTSlive Notion AI lead @sarahmsachs argues that a lot of what runs on GPUs today should actually run on CPUs: "We have a strong perspective at Notion that a lot of things should be served on CPU that are served on GPU. There’s a lot of benefit and determinism in executed code." "Agents don’t need LLMs to reinvent that process every time, and that’s super token exhaustive, it’s super slow, and there’s no observability or determinism in it." "Giving the agent a local file system to store local thoughts, to write short Python scripts, that’s really important when there’s so much information. That has been probably one of the most important tools outside of edit and search that our internal agents rely on." @NotionHQ 🔗 View on Twitter 🔗 View Quoted Tweet
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---
tweet_id: "2112051779328430346"
author: "akothari"
published_at: "2026-10-19T05:22:38+00:00"
source_url: "https://x.com/akothari/status/2112051779328430346"
---

In Sarah We Trust!

![MTS](https://pbs.twimg.com/profile_images/2057947669281263616/aovpVL4b_normal.jpg)

MTS@MTSlive

Notion AI lead [@sarahmsachs](https://x.com/sarahmsachs) argues that a lot of what runs on GPUs today should actually run on CPUs:  
  
"We have a strong perspective at Notion that a lot of things should be served on CPU that are served on GPU. There’s a lot of benefit and determinism in executed code."  
  
"Agents don’t need LLMs to reinvent that process every time, and that’s super token exhaustive, it’s super slow, and there’s no observability or determinism in it."  
  
"Giving the agent a local file system to store local thoughts, to write short Python scripts, that’s really important when there’s so much information. That has been probably one of the most important tools outside of edit and search that our internal agents rely on."  
[@NotionHQ](https://x.com/NotionHQ)

[🔗 View on Twitter](https://x.com/MTSlive/status/2111188023170007454/video/1)

[🔗 View Quoted Tweet](https://x.com/MTSlive/status/2111188023170007454)

## 视频地址

- [视频 1](https://video.twimg.com/amplify_video/2111187929649569792/vid/avc1/1280x720/TZQDG6rKh8Ec6xX9.mp4?tag=16)