Paul BarnhurstFP&A Expert Empowering Finance Professionals to Excel Everday

Financial jargon is becoming a liability.

9 Jun 2026 · 1 min

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In this brief monologue, the speaker argues that the proliferation of divergent financial terminology is a growing liability because AI systems will increasingly locate and match service providers in a marketplace. Using an analogy of two ice‑cream vendors on a beach who remain side‑by‑side despite competition, the speaker illustrates how financial modelers who occupy a shared semantic space will be more easily discovered by AI. The core message is a call for the industry to adopt specific, sensible, and standardized language so that AI‑driven discovery can function effectively and reduce market fragmentation.

AI is going to find that marketplace much more easily than someone who does, talks completely different words over here. A long beach, two ice cream vendors would sit themselves next to each other in the middle of the beach because everyone from one side would go to one and everyone on the other side would go to the other. There isn't actually any benefit for them moving apart, even though they're competing against each other. And similarly, if the financial modelers can go into a semantic space and share a common place, then people will find it. And let's face it, AI is going to be finding them. So we can talk specific, sensible, standard language.