Data science lives in AI tools now. Your analytical accuracy depends on cognitive load.
ChatGPT for code, Claude for reasoning, Jupyter AI for notebooks, Perplexity for research — AI accelerates analysis, but the cognitive cost of validating AI-generated code and insights is the hidden bottleneck.