Expired50% confidenceOpinionExact time
The author recommends that ordinary programmers enter the large model field from the AI application layer, rather than starting from algorithm research or pure prompt engineering techniques.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/8/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 10/6/2026(expired)
Sources
程序员入门大模型：从Prompt到Agent的完整进阶路线
bilibili吴恩达LLM7/7/2026
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