
Gemini is the best AI for deep research and the worst for actually using the output
Hot take. Hear me out. Gemini 3.1P ro with Deep Research is the most powerful tool I've used for synthesizing complex technical information. I've used it to produce architecture documents, LLM pipeline specs, and competitive research that would have taken days manually. But the moment the research is done, the experience falls apart completely. The Input Experience: 10/10 Gemini's Deep Research is genuinely outstanding: 1M2M+ token context window Multi-step autonomous research Structured synthesis across dozens of sources Excellent at technical architecture and system design You can hand it a problem and come back 20 minutes later to a structured, cited, accurate research brief. This is legitimately state-of-the-art. The Output Experience: 2/10 Now try to actually USE that research: Copy-paste into Google Docs? All formatting gone. Bullet points become paragraph soup. Tables disappear. Screenshot it? A 3,000-word research brief becomes 18 images. Unsearchable. Unusable. Paste into Noti
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