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Module
Module 4 of 5Lesson 1 of 1~14 min

Reasoning and reading images, what these capabilities really change

Reasoning mode and image reading open up new uses, but they do not remove errors. This lesson helps you decide when reasoning is worth the wait, and spot what needs checking when the assistant reads a screenshot, a diagram or a PDF document on your behalf.

Lesson objective

By the end of this lesson, you will be able to decide when to turn on an assistant's reasoning mode, and to spot in the reading of an image, screenshot or PDF the elements that need checking.

Topics covered

  • reasoning mode
  • multimodal AI
  • AI image understanding
  • AI PDF analysis

Where it fits

Reasoning and multimodality

What changes when a model "thinks" before answering or reads images, and what does not change?

Lessons in this module

  1. Reasoning and reading images, what these capabilities really change (this lesson)

What you will learn in this module

This lesson is part of the course Understand what LLMs do well, and where they fail

  • Assess what reasoning (thinking) and reading images or documents bring, and what they do not guarantee.