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The Non-Consensus of the AI Era: A Few Brutal Truths You Need to Know

老卢 2025-05-15

Abstract:

AI's biggest opportunities may lie not in consensus, but in overlooked non-consensus problems that few people are discussing.

AI's real opportunity may not lie in consensus,

but in the overlooked areas of non-consensus

- the implementation problems that have not been widely discussed.


Question: Is DeepSeek right for me?

Question: Is AI's strongest capability intelligent Q&A?

Question: Should we still build knowledge graphs?

Question: Can we build RAG, or retrieval-augmented generation, ourselves?

Question: If AI creates content so quickly, is content still valuable?


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