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I went through my ChatGPT history to pick a few examples that I'm both comfortable sharing and that illustrate the use-case well:

> There are some classic supply chain challenges such as the bullwhip effect. How come modern supply chains seem so resilient? Such effects don't really seem to occur anymore, at least not in big volume products.

> When the US used nuclear weapons against Japan, did Japan know what it was? That is, did they understood the possibility in principle of a weapon based on a nuclear chain reaction?

> As of July 2025, equities have shown a remarkable resilience since the great financial crisis. Even COVID was only a temporary issue in equity prices. What are the main macroeconomic reasons behind this strength of equities.

> If I have two consecutive legs of my air trip booked on separate tickets, but it's the same airline (also answer this for same alliance), will they allow me to check my baggage to the final destination across the two tickets?

> what would be the primary naics code for the business with website at [redacted]

I probably wouldn't have bothered to search any of these on Google because it would just have been too tedious.

With the airline one, for example, the goal is to get a number of relevant links directly to various airline's official regulations, which o3 did successfully (along with some IATA regulations).

For something like the first or second, the goal is to surface the names of the relevant people / theories involved, so that you know where to dig if you wish.



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