Source: Nate’s Substack
The most effective AI users aren't optimizing their language through elaborate prompting techniques—they're switching between Claude Opus, GPT-4.7, and GPT-5 based on task fit. Model selection has become the primary lever for performance. This inverts the dominant creator narrative around prompt engineering and reveals a consumer base treating AI tools as specialized instruments rather than a single black box. For AI companies, competitive differentiation now hinges on task-specific capability rather than marketing the same general-purpose model to everyone.