Module 3 of 7
3. Advanced Reasoning Techniques
Guide the model's reasoning process for complex problems
Reasoning Strategies
Chain of Thought
Ask AI to think step-by-step. Forces planning before answering, reducing logic errors.
Self-Consistency
Generate multiple answers and pick the most common. Reduces hallucination on factual tasks.
Tree of Thought
AI explores multiple reasoning branches in parallel, evaluates each, and picks the best path.
For complex problems, you need to guide the model's reasoning process. These techniques enable the AI to solve multi-step problems that require logic and planning.