Should I Buy It?
The position still exists. The salary is still paid. But the tasks that created a sense of competence have disappeared — taken by AI. This isn’t job loss. It’s something more insidious: a loss of meaning in a job that still exists.
Origin
Two studies document this phenomenon empirically.
Springer / MIT (2022): workers whose AI absorbs the characteristic tasks of their profession — those that defined their expertise and competence — report significant erosion of their professional identity, before any threat to their position.
Scientific Reports / Nature (2025) (N=269): passive use of AI — fully delegating, copy-pasting without engaging — significantly reduces:
- Perceived meaning in work
- Professional self-confidence
- Sense of ownership over what is produced
The Mechanism
- AI takes over the characteristic tasks of the profession
- The worker supervises, validates, corrects — but no longer produces
- The sense of competence erodes: “am I still good at this?”
- Perceived meaning in work declines
- Professional identity weakens
The position isn’t eliminated. The substance that gave it meaning is.
Passive vs Active: The Key Distinction
| Mode of use | Description | Effect on identity |
|---|---|---|
| Passive | Fully delegate, copy-paste | Erosion of meaning, loss of identity |
| Active | Direct, iterate, decide with AI | Maintenance or strengthening of identity |
It’s not AI that destroys meaning — it’s passive delegation. Those who direct AI retain their identity. Those who let themselves be replaced by it gradually lose it.
The Collective Identity Crisis
In industrial societies, personal identity is massively built around work. “What do you do?” is the central question of any social encounter.
If the tasks that defined this identity slide toward AI, the question “who am I professionally?” becomes unstable — for millions of people simultaneously.
Hannah Arendt anticipated this risk in 1958: a society freed from routine work without the cultural resources to inhabit that freedom produces an empty freedom — individuals without identity anchors.
Practical Questions
- What part of my work defines me — and does that part resist AI?
- Am I directing AI or being directed by it?
- If AI does most of my work tomorrow, what am I professionally?
Sources
- Springer (2022). AI Identity Threat in the Workplace — MIT study
- Scientific Reports / Nature (2025). Relying on AI at work reduces meaning, confidence and ownership. N=269
- Arendt, H. (1958). The Human Condition
- Frankl, V. (1946). Man’s Search for Meaning