Expired60% confidenceOpinionExact time
Andrew Ng advises that for the vast majority of practical applications today, developers should focus on instruction-tuned models.
2
Sources
60%
Confidence
Medium-term (~90 days)
Relevance
7/6/2026
First Seen
Valid until: 10/4/2026(expired)
Sources
Andrew Ng's Prompt Engineering Course: How Developers Call LLMs via API
bilibiliAI码农CC7/4/2026
Related Claims
UnverifiedThe author advises developers to use mature frameworks rather than hand-writing large model calls, so as to focus their energy on the business itself.77% similarUnverifiedDeveloper coping strategies include combining multiple tools, deploying local models, and optimizing prompts to reduce token consumption.74% similarUnverified建议应用型开发者采用MVP思路，先用最简单方案把功能跑通，再根据反馈决定是否需要更深入的定制73% similarUnverified吴恩达认为规格驱动开发是当前用智能编程助手构建严肃应用的最佳工作流72% similarUnverified研究优先开发方法论主张在编写代码之前先让智能体充分研究上下文、理解问题本质，再进入实现阶段72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/113464API
curl https://kongchang.com/api/v1/knowledge/claims/113464MCP
get_claim(id=113464)