Lesson 796 of 1455
AI model families: reasoning models (o1, o3, R1)
Understand what 'reasoning models' do differently and when to use them.
Builders · Model Families · ~16 min read
The big idea
Reasoning models like OpenAI's o-series and DeepSeek's R1 'think' before answering — they generate hidden reasoning, then the answer. They're slower but way better at math, code, and logic.
Some examples
- Use o-series for olympiad math
- Use reasoning models for chess puzzles
- Notice the 'thinking time' before output
- Don't use reasoning models for casual chat
Try it!
Take a hard logic puzzle. Try it with a regular model and a reasoning model. Time both. Note the quality difference vs the time difference.
Practice this safely
Try this with a school, hobby, or family example where the stakes are low. Use the AI output as a draft you can question, not as the final answer.
- 1Ask AI to explain reasoning in plain language, then underline anything that sounds uncertain or too broad.
- 2Give it one detail from "AI model families: reasoning models (o1, o3, R1)" and ask for two possible next steps plus one reason each step might be wrong.
- 3Check thinking against a trusted source, teacher, adult, expert, or original document before you use it.
End-of-lesson quiz
Check what stuck
8 questions · Score saves to your progress.
Lesson help
Questions are best handled with a grown-up here.
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