The ability field is a match: skill held up against what the task demands. If the demands sit far above,
it is experienced as overload.
If they sit far below, engagement falls. In between lies what
Csikszentmihalyi called flow. That is why the curve is an inverted U — both too little and too much cost something.
It is the best evidenced of the four fields. Brain imaging has shown boredom, flow
and overload as three distinct states in the same experiment, and learning research finds
the same pattern.
It holds for rule-following too. Too many competing rules make adherence fall. When we gave a language model 56 rules
at once, it followed on average only a third of the
rules that applied.
It is a single measurement on our own service, but it points the same
way as the research on information overload.