Thermometers and human brains are both mechanisms. Why would one be capable of measuring temperature and other capable of learning abstract thought?

> If it turns out that LLMs don't model human brains well enough to qualify as "learning abstract thought" the way humans do, some future technology will do so. Human brains aren't magic, special or different.

Google "strawman".