Chain-of-Thought Prompting - Step-by-Step Reasoning for LLMs
Chain-of-thought prompting techniques that improve LLM performance on reasoning tasks by encouraging explicit intermediate steps.
Accuracy
Hallucination
What AI hallucination is, why language models generate plausible but incorrect information, and strategies for detection and mitigation.
Model Ensemble Patterns for AI Applications
Combining multiple models for improved accuracy, reliability, and coverage. Voting, cascading, and specialization ensemble strategies.