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Speed Structure And Smarts The Notion Ai Way

Source
notion.com
Author
Notion Blog
Date

Context

Notion says its AI can draw on the structure of a workspace as well as its text. In its May 2025 architecture post, the company explains that every paragraph, task and database entry is stored as a block with metadata and relationships. In a traditional document, it writes, "April 30" might be just a string of text, while in Notion it can be a due-date property on a task block assigned to a named person.

That structure is what the company says lets the AI answer questions such as which tasks are late and assigned to marketing without relying only on keyword search. Notion also says it routes different tasks to different models according to quality, latency and cost. Both points are Notion's own account of its architecture, not independent performance testing.

Terms in this piece · Glossary
  • fine-tuning — Taking a trained model and training it a bit more on your own examples so it gets better at one specific job.
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
  • context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
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