Deep Research of Deep Research: From Transformer to Agent, From AI to AI for Science

📰 ArXiv cs.AI

Large language models have evolved to general-purpose agents with multimodal interactions, enabling applications like deep research

advanced Published 31 Mar 2026
Action Steps
  1. Investigate the capabilities of large language models in knowledge base and reasoning
  2. Explore the potential of multimodal interactions for deep research
  3. Develop general-purpose agents for automating research tasks
  4. Evaluate the applications of AI assistants in scientific research
Who Needs to Know This

AI researchers and scientists can benefit from this technology to automate and enhance their research processes, while product managers can explore new applications for these agents

Key Insight

💡 General-purpose agents can automate and enhance deep research tasks

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💡 LLMs evolve to general-purpose agents with multimodal interactions!
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