Expired50% confidenceOpinionExact time
For ordinary programmers, entering the large model field through the AI application layer is the best entry point, because the core competitiveness of the application layer lies in business understanding and engineering deployment capabilities
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/8/2026
First Seen
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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