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The promise of NOT prompting but programming LMs

· 6 min read
Jagan Shanmugam
Machine Learning Engineer & Data Scientist

After the democratization of sufficiently intelligent systems like ChatGPT/Claude/Gemini behind closed APIs, naturally the fear of being reduced to prompting away the problems is quite high. I feel this fear is rather deep, as previous workflows provided a sense of (more) control. At the same time, for many who take pride in the raw code get offended when this reduction to 'mere' prompting happens. Thus, when a solution that addresses the ego or the fear comes along, it will be well received among these groups first and then later adopted by others.