A New AI Model Is Not Yet a Better Process
When testing new tools replaces the actual improvement of your workflow.
August 13, 2026
A substitute action in four steps
The situation
You test every new AI model, comparing benchmarks, prompts, agent frameworks, and new features. It feels like progress because AI is evolving so fast. Yet, your actual work process remains unchanged.
Why it is tempting
New models are exciting. They promise to make everything better without you having to look closely at how you work. Comparing and testing provides a sense of innovation without the boredom of process analysis.
What it replaces
The concrete improvement of a recurring task. A new model only becomes relevant once it solves a real problem more effectively.
The next concrete step
Pick one process and measure it: How does it run today, and what specifically should AI improve?
Substitute actions are human. Noticing them is not a verdict — it is an invitation to try the smallest real action.