Mechanisms and Behavior Prediction

TL;DR

This paper explores the theoretical limits of predicting human behavior within mechanisms, showing that certain properties cannot coexist, which limits the predictability and applicability of such mechanisms.

Contribution

It provides an impossibility result demonstrating that mechanisms with specific property combinations cannot fully predict human behavior.

Findings

Certain property combinations are impossible in mechanisms

Fully predicting human behavior is infeasible under these constraints

Mechanisms cannot be both finite and fully known for behavior prediction

Abstract

This article discusses the possibility of predicting human behavior in a mechanism. Such a mechanism will have certain properties, which are defined and discussed here. Here it is shown that, unfortunately, certain property combinations are not possible. The impossibility result implies that either the such mechanism will not be finite or it would never be fully known. In both cases such a mechanism is inapplicable to fully predict human behavior.