> we're already giving our agents a real cash budget that they use for tokens.

I read this line and my (poor little) brain ran in a whole other direction for a moment. Because AI token management and "parental controls" aren't that far separated functionally.

How far are we from the AI companies selling token packs like video games sell premium currency? Buy NOW, 1.99 for 10,000 Anthropic gold...

There was another comment I recall from today, discussing how OpenAI is not-so-subtly adopting a social-network-esque model, in how it's fine-tuned its chat system to always suggest another question that the user might want to ask.

And the gacha gaming industry knows exactly how to monetize this kind of trained instinct in a userbase. One might even call it a sense of pride and accomplishment...

(But, to my larger point, if agentic harnesses can offer their LLMs a source of reputable input tokens from professional content providers, as an alternative to just more token back-and-forth with the model provider... that harness can at least direct some of that money towards producers of well-researched content.)

Last thing I heard: stock options are so last year, AI companies award ... tokens now. Can't find the source now, sorry!