From a technical standpoint, live search is a massive leap for AI alignment. By anchoring language models to real-world sources, we drastically reduce hallucinations. Human evaluations show that when we combine RAG with fine-tuning, comprehension and reasoning scores rise. It turns a creative storyteller into a grounded researcher. However, the system is only as good as the search index. If the search results are biased or poisoned, the AI's final answer will carry those same flaws.