Advanced Concepts
Search over reasoning
Exploring and evaluating multiple candidate solution paths instead of generating only one.
Example
A solver compares several candidate reasoning paths and continues with the most promising one.
Why it matters
It helps a solver recover from weak first ideas and investigate alternatives.
You'll hear it
“What evidence made it choose that route over the others?”
Can you control it?
Not directly
No, not directly. Search over reasoning describes a learned property, observed result, or broader concept rather than a normal user setting. You may influence it indirectly by changing the tool, data, prompt, or workflow.
Common questions
- Can the search miss the best solution?
- Yes. Limited time or poor choices about where to look can leave better options unexplored.
- Does the method require searching the web?
- No. Here, search can mean exploring possible solutions without using websites.
- What stops the search from running forever?
- The system can set a time, attempt or quality limit and stop when that limit is reached.