Preliminary Findings on Prompt Identity Pride
Three unusually good AI outputs in a row produce a person who describes themselves as skilled at prompting.
These findings concern the emergence of prompt identity pride as a self-concept in office workers during the first half of 2023, specifically the period in which AI writing tools became widely available before the professional norms around their use had stabilized.
The observation is as follows. A person uses an AI tool on several occasions. On a subset of those occasions, the results are noticeably better than average. The person attributes the better results to their own ability to frame and refine the prompt. They begin describing themselves, in private and occasionally in professional conversation, as someone who is good at this.
Prompt identity pride adds one private manual check to the workflow. The check is retroactive: before sharing a result, the person reviews whether the output reflects well on their prompting rather than simply on the tool's current capabilities. This check is not visible in the final product.
The skill claim is private and sincere, which distinguishes it from performance and makes it more interesting. The person is not claiming the skill to impress others, though that may be a secondary effect. They are claiming it to themselves, as part of an account of why they have been more productive recently.
The help is useful enough to use and awkward enough to disguise. The identity that has formed around the use is a resolution to that tension: if prompting is itself a skill, then deploying the tool skillfully is a genuine contribution, and the contribution does not require disguise. The logic holds if the skill is real and transferable. Whether it is is not covered by these findings.
Assisted work becomes routine while the identity built around it is treated as an independent credential. That check becomes part of the normal workflow. Under the governing rule, prompt identity pride becomes procedure once repetition feels safer than reconsidering it. The credential persists after the tools that produced it have been updated several times.