I Stopped Prompting AI and Started Automating With It. Here’s What Changed.
The author of the first article explains that they initially believed they had fine-tuned an AI model named CodeBot, but discovered they had only used system prompts to guide its behavior. True fine-tuning, in contrast, involves training a model on thousands of examples to permanently alter its weights and specialize its knowledge, a process distinct from simply providing instructions. The second article similarly distinguishes between using an AI like Claude as a search engine and truly automating tasks with it, suggesting a shift from prompting to more integrated use. AI
IMPACT Clarifies the distinction between prompt engineering and true model fine-tuning, impacting how users approach AI customization and automation.