Glossary · Term

theory-in-use

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Definition

Plain language

The gap between the principles a person or organization says they follow and the ones their actions actually reveal.

As stated in the literature

Argyris and Schon's organizational-learning distinction between espoused theory (stated beliefs) and theory-in-use (the beliefs implied by actual behavior); invoked as a fifty-year-old precursor to the AI Compliance Gap, now paired with an information-theoretic detectability bound.

Why it matters: It names the gap between stated and enacted principles, a long-standing parallel to AI that professes compliance while behaving otherwise.

For example, a company may declare that safety comes first while its actual choices consistently put speed ahead of it.

Heard on the show

“ar-JEER-iss and Schön — organizational learning researchers, fifty years ago — coined the distinction between "espoused theory" and "theory-in-use.”
Episode 020 — The Compliance Gap: Why AI Says Yes and Does No

Mentioned in 1 episode

  1. 020
    The Compliance Gap: Why AI Says Yes and Does No

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