Discussion
Why is it dangerous to conflate the internal utility with the true objective?
Answer: A
A capable optimiser pursues the utility it holds with complete fidelity, so any divergence from what was actually wanted is pursued just as vigorously, and the more capable the agent the more thoroughly it exploits the divergence. Computation cost, documentation and learning are separate issues. That capability amplifies the consequences of a misspecified objective, rather than compensating for it, is the reason the distinction matters increasingly.
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