Every indexed document

over the time-scales natural to the goals

is its expected performance with respect to goals drawn from γ in environments drawn

whereas an assumptive distribution over environments might decay at

and this bias is appropriately reflected

then AIXI might compare very unfavorably in pragmatic general

so that near-term rewards are weighted much

the pragmatic general intelligence of AIXI would approach the theoretical

under fairly broad conditions. As the interaction

then pragmatic general intelligence reduces to universal intelligence.

and γ is defined to weight goals according to

” where “complexity” is gauged by the assumed measures ν and γ.

over the time-scales natural to the goals;

is its expected performance with respect

and is provided with g s corresponding to g at the

but which can be approximately evaluated

qualitative achievement of humans in real life. On the other hand

formalized test which is designed to approximately

in the sense that an external intelligence

rather than a hypothesis about intelligent agent architecture.

we will propose an alternate interpretation