Please check your LLM output.

When the LLM says "show 3-4 examples" please actually figure out if you're going to show 3 or 4 examples, and then, actually include something about the examples.

We don't want an idea of what you **might** present.

We need to know what you **will** present.

I know, I know. You're using an LLM to spam us with talk proposals and you're waaaay too busy to check the output and make sure it's coherent.

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