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AI Summary
- Deep Research represents a new category combining agentic workflows with custom-tuned frontier models (o3, Gemini 1.5 Flash), moving beyond basic LLM-powered search
- Products achieve college-educated researcher-level quality, with users reporting PhD-level research assistant equivalent results in 5-6 minutes versus traditional weeks
- Differentiator is bundling agentic behavior with fine-tuned models, not just search retrieval, creating breakthrough capabilities in research automation