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AI Research in Academia and Industry: What Are the Important Differences?

2025-07-28
1. Research Objectives Academia: Explore Frontiers: Pursue theoretical breakthroughs (such as new algorithms, mathematical proofs), publish top conference papers (NeurIPS, ICML, etc.), and emphasize i

From Ideal to Application: The Landing and Reality of Artificial Intelligence

2025-07-28
Artificial intelligence (AI) often faces huge practical challenges from the“ideal concept” in the laboratory to actual landing. Technical breakthrough is just one step, and the real test is how to tra

How Does OpenAI's Internal Operation Actually Work

2018-09-04
The internal operation mechanism of OpenAI has always attracted attention, especially after it shifted from a non-profit organization to a“apped-profit” (capped-profit) model, the structure has become

Just Because of a“:” The Large Model All Failed?

2018-09-04
Recently, the AI community has been hotly discussing a seemingly simple phenomenon: adding a colon“:” in a specific prompt causes GPT-4, Claude and other high-quality large models to output garbled co