Thursday, August 13, 2026

The AI Data Diet: Cheaper, Faster, More Accurate AI

About our The AI Data Diet: Cheaper, Faster, More Accurate AI

12:00 pm
, MST

Have you ever handed an LLM a 200-page PDF and watched it choke? Slow answers, missed details, made-up page numbers. Or wished your AI just knew your business without you pasting everything in, every single time?

The problem usually isn’t the AI. It’s what you’re feeding it.

Patrick Neyland is back at the AI Exchange (his last session packed the room) to show you how an LLM actually reads your information, and every lever you can pull to make it cheaper, faster, and more accurate. At the center is his Hierarchy of Data Efficiency: a simple way to see where you sit today, where you should sit given the business you run, and exactly what to change to move up.