PofoliaShared via Pofolia

arXiv (Cornell University)· 2026· Preprint

Affordance-Compiled Intelligence: Observable-Only Cognitive Impedance Matching for No-Meta LLM-Integrated Systems

Patrick Lewis

Short summary

This paper introduces Cognitive Impedance Matching Theory (CIMT), a new framework for enhancing LLM system reliability by redesigning the surrounding observable world, rather than improving model weights. CIMT treats system capability as a world-side compilation problem, defining operational claims through explicit objects and ledgers.

AI-generated from the title and abstract; the full text is not read.

TakeawaysIn the app
Key pointsIn the app
Ask the paperIn the app

The rest is in the Pofolia app

Takeaways, key points and questions to the paper; new summaries every day for your field. Free.

Sign in on the web to open

Field: Artificial Intelligence

Artificial IntelligenceComputer Science