---
title: "It is interesting that the headline here is not just what the model can do, but how many tokens it t..."
source_name: "Taranjeet(@taranjeetio)"
original_url: "https://x.com/taranjeetio/status/2047530126678896926"
canonical_url: "https://www.traeai.com/articles/d4cc268f-1d9b-44c5-b9df-7966dafa17a7"
content_type: "tweet"
language: "中文"
score: 5
tags: []
published_at: "2026-04-24T04:16:38+00:00"
created_at: "2026-04-24T06:40:09.264299+00:00"
---

# It is interesting that the headline here is not just what the model can do, but how many tokens it t...

Canonical URL: https://www.traeai.com/articles/d4cc268f-1d9b-44c5-b9df-7966dafa17a7
Original source: https://x.com/taranjeetio/status/2047530126678896926

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Title: Taranjeet on X: "It is interesting that the headline here is not just what the model can do, but how many tokens it takes to do it.

For a while, model capability mostly meant: can the model handle the task at all? Progress looked like bigger models, bigger context windows, more tokens, and more" / X

URL Source: http://x.com/taranjeetio/status/2047530126678896926

Markdown Content:
# Taranjeet on X: "It is interesting that the headline here is not just what the model can do, but how many tokens it takes to do it. For a while, model capability mostly meant: can the model handle the task at all? Progress looked like bigger models, bigger context windows, more tokens, and more" / X

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[![Image 2](https://pbs.twimg.com/profile_images/1618616760353316864/p9apeyr6_normal.jpg)](http://x.com/taranjeetio)

[Taranjeet ![Image 3](https://pbs.twimg.com/profile_images/2038726039153881088/b3jpb6xu_bigger.jpg)](http://x.com/taranjeetio)

[@taranjeetio](http://x.com/taranjeetio)

It is interesting that the headline here is not just what the model can do, but how many tokens it takes to do it. For a while, model capability mostly meant: can the model handle the task at all? Progress looked like bigger models, bigger context windows, more tokens, and more

Quote

![Image 4](https://pbs.twimg.com/profile_images/2046764873200394240/r7BxVezs_mini.jpg)

Sam Altman

![Image 5](https://pbs.twimg.com/profile_images/1885410181409820672/ztsaR0JW_bigger.jpg)

@sama

·

12h

Replying to @sama

It is smart and fast; per-token speed matches 5.4 and it uses significantly fewer tokens per task. In my experience, it "gets what to do". Rolling out today in ChatGPT and Codex. We are working with API customers on security and safeguards and plan to launch in API very soon.

[4:16 AM · Apr 24, 2026](http://x.com/taranjeetio/status/2047530126678896926)

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*     [![Image 6](https://pbs.twimg.com/profile_images/1618616760353316864/p9apeyr6_normal.jpg)](http://x.com/taranjeetio)       [Taranjeet ![Image 7](https://pbs.twimg.com/profile_images/2038726039153881088/b3jpb6xu_bigger.jpg)](http://x.com/taranjeetio) [@taranjeetio](http://x.com/taranjeetio)    Follow   Click to Follow taranjeetio  Founder & CEO [@mem0ai](http://x.com/mem0ai)  - The Memory Layer for AI agents. Open Source: [https://github.com/mem0ai/mem0](https://t.co/zKOlxAGsbM)   
*     [![Image 8](https://pbs.twimg.com/profile_images/2046764873200394240/r7BxVezs_normal.jpg)](http://x.com/sama)       [Sam Altman ![Image 9](https://pbs.twimg.com/profile_images/1885410181409820672/ztsaR0JW_bigger.jpg)](http://x.com/sama) [@sama](http://x.com/sama)    Follow   Click to Follow sama  AI is cool i guess   

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