> For example, will this religious exemption become moot if productivity is sufficiently higher with AI giving employers an easy out?

For this person’s job at an academic institution, I doubt it. This specific case feels very symbolic from start to finish: His management probably mandated AI use because they felt the need to do something about AI, and he used this as a perfect opportunity to stage a protest against AI. Knowing what I know about academic institutions, I suspect AI would have very little impact on productivity.

Many jobs might be the same: AI’s productivity impact can be large on a small set of tasks, but if those tasks were only 10% of someone’s hours at work then a couple people refusing AI will not make a difference to the whole department.

Workloads also flow to people who are good at that work, so the work that benefits from AI would be distributed to the AI users and more of the non-AI work would go to the few people who don’t use AI. It can be self-balancing when the number of refusals is small.

There are jobs where it’s not going to work out, though. If most of someone’s job is accelerated a lot by AI and they refuse to use that accelerator, it’s going to be really hard to avoid failing behind.

Companies do not have to retain employees who need accommodations that are not reasonably compatible with the work. AI is a hot topic and everyone has strong feelings about it, so it can help to think back to other technology leaps and consider what it would be like if your coworkers refused to use them.

What if you had a coworker who refused to use email and would only communicate on the phone? It could technically be done, but they would fall so far behind and produce enough hardship for their coworkers that it wouldn’t be a reasonable request for most office jobs. The laws do not force companies to accommodate requests that are unreasonable for the work.

I can already think of jobs where refusing to use any AI tools would put someone at so much of a disadvantage that it couldn’t be justified. That set of jobs is small today, but it’s growing.