Gedankenraum
An AI system can produce technically plausible results and still be working on the wrong problem.
The difference does not lie only in knowledge, available data, or system capability. What also matters is what the AI system uses for orientation while working on the task.
This article examines orientation as a distinct layer: between task, context, human working style, decision, and action—and as a foundation for AI becoming a reliable working environment.
Instead of handing off tasks or delegating decisions, I deliberately use AI to gain clarity for myself and to integrate it responsibly into the decision-making process.
These in-between areas are particularly interesting: You know enough to ask the right questions – but not enough to feel certain. Rather than relying too quickly on gut feeling or immediately purchasing external expertise, I have made it a habit to structure and think through such decisions in dialogue with AI.
What this looks like in practice, I will show using a deliberately simple yet real example from my work – a purchasing decision where the focus was on choosing the right approach.
Most people use AI to get answers faster. But what happens when you use AI even though you do not yet know what the answer should look like?
What does it mean to work with AI not only to produce a result, but to develop the goal, direction, and criteria together?
And how does conceptual work change when AI is not added at the end, but becomes part of the development process from the very beginning?
Modern AI is not only a system for producing information, but can also be used as a dynamic thinking space in which human thoughts become visible, examinable, and develop further through dialogue. While linear use ends with question, output, and result, an open exchange with large language models changes the context step by step. The model does not experience meaning, but reconstructs semantic relationships and offers new possible structures. The thinking space emerges where the human examines, weighs, and integrates these offers into their own thought process.