---
title: "Discussion on \"The Shadow Cartographer: Why “Thinking Tokens” paper by Meta Marks the End of an Era\" | Hashnode"
description: "Discussion on \"The Shadow Cartographer: Why “Thinking Tokens” paper by Meta Marks the End of an Era\". Rethinking Thinking Tokens: LLMs as Improvement Operators (Meta Superintelligence Labs, October 2025)"
url: "https://hashnode.com/posts/the-shadow-cartographer-why-thinking-tokens-mark-the-end-of-an-era/6940a3813cd464d7f4c19bf9"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [The Shadow Cartographer: Why “Thinking Tokens” paper by Meta Marks the End of an Era](https://ai-cosmos.hashnode.dev/the-shadow-cartographer-why-thinking-tokens-mark-the-end-of-an-era?utm_source=hashnode&utm_medium=feed)

Rethinking Thinking Tokens: LLMs as Improvement Operators (Meta Superintelligence Labs, October 2025)

Dec 16, 2025 · 15 min read · ai-cosmos.hashnode.dev  
Read the article

-   [#ai](https://hashnode.com/tag/ai)
-   [#ai-research](https://hashnode.com/tag/ai-research)
-   [#post-transformer](https://hashnode.com/tag/post-transformer)

## Written by

[Gerard Sans](https://hashnode.com/@gerardsans)

@gerardsans · London, UK

  
[View profile](https://hashnode.com/@gerardsans)

AI/ML Google Developer Expert, AI/ML Cloud Champion, Angular GDE

I help developers succeed in Artificial Intelligence and Web3; Former AWS Amplify Developer Advocate. I am very excited about the future of the Web and JavaScript. Always happy Computer Science Engineer and humble Google Developer Expert. I love sharing my knowledge by speaking, training and writing about cool technologies. I love running communities and meetups such as Web3 London, GraphQL London, GraphQL San Francisco, mentoring students and giving back to the community.

## Responses

Markdown supported · ⌘↵ to post

No responses yet.