Tag
#llm
3 posts tagged with "llm".
Your Agents Don't Need a Bigger Model. 615 Business Cases Show Why.
Researchers at Wharton, Harvard Business School, Carnegie Mellon and the University of Pennsylvania have built an AI benchmark out of business school case studies. They took 615 open-ended questions from 238 cases across eighteen disciplines, with nothing multiple choice anywhere in it, and scored e
Pieter van Schalkwyk
Intelligence Is Fungible. Operational Context Is Not.
For a model of equivalent performance, the price of intelligence falls about ten times a year. That figure is a16z's own, from their analysis of inference pricing.
Pieter van Schalkwyk
Why Industrial AI Agents Don't Need to "Reason" Like ChatGPT
Industrial AI agents need more than a reasoning model — they need a governed decision architecture. Pieter van Schalkwyk explores XMPro's OODA-inspired Cognitive Decision Loop (ORPA: Observe, Reflect, Plan, Act) that lets MAGS work like virtual operators within bounded authority, leaving an auditable Decision Trace.
Pieter van Schalkwyk