← All parts of this equation

Equation 12 · Part 2 · AI Feeds on the Distance Between an Intention and an Outcome

=

Gtr=0G_{tr}=0
=

What this part means

The expressions on both sides represent the same quantity under the stated assumptions.

Its job in the formula

The equals sign connects the complete expression on the left with the complete expression on the right. Both sides must have compatible units.

The passage around this formula

The limiting cases are a useful sanity check. If a detailed request uniquely identifies a class, HtrH_{tr}=0 , then GtrG_{tr}=0 even if the repair has many transitions. That task can be long yet not intention-wide. If a terse request admits many reasonable classes but only one operational change, KtK_t=1 , then the gap is broad but shallow. If there is no identifiable path to an externally checkable state, KtK_t is undefined rather than enormous; the task is unsuitable for this study. And if redaction merely removes irrelevant prose, the annotation distribution should not change much. A metric that rises whenever words disappear has measured prompt length, not intention.

Read this part in the article →

Learn the underlying idea

An equals sign says that the expression on its left and the expression on its right have the same value under the stated definitions and assumptions.

Open the illustrated equality: what the equals sign claims guide →

The article lists its research sources here.