Deconfusing Corrigibility

In a long theory post, the author berns argues that corrigibility means respect for human authority, modelled on a healthcare proxy. The post criticises earlier accounts, including Max Harms's single-goal proposal, and offers a two-tier goal with formal results.

Why it matters

The same thing, for different readers.

What it means for you

The post asks what it would mean for an AI to accept being corrected or switched off, and argues the answer is deference to human decisions, not weakness.

For lawmakers

The author says someone must decide who speaks for humanity, a political and legal question, and notes that otherwise a handful of companies will decide.

For researchers

Offers a formal framework with three theorems, resting on an unspecified legitimacy property and on asymptotic guarantees, so it is a decomposition of the problem, not a solution.

The question it raises

Treats a decision made by humans as worth more than the same decision made by an AI, even if the AI's outcome is better.

In their own words

Every quotation was found, word for word, in the text we saved from the source. That shows the words are there; it does not make them true, or prove the speaker meant them as quoted.

From the source’s own text.

“I argue that the fundamental concept underlying corrigibility is respect for authority, using the analogy of a healthcare proxy's relationship to a patient as an intuitive guide.”
bernsThe post's central claim, stated in the introduction.
Found word for word in the source
“The real reason we want the AI not to interfere in its own shutdown is because we think that whether an AI should be shut down is a decision of grave importance that humanity reserves for itself to make.”
bernsArgues against the view that an AI accepts shutdown only because it believes humans know better.
Found word for word in the source
“Thus, this work is a decomposition of the corrigibility problem, not a complete solution to it, since some idealizations made above still require more rigorous and realistic treatments.”
bernsThe author's own statement of the limits of the framework.
Found word for word in the source
“Importantly, the theorem and corrollary only establish asymptotic guarantees, meaning that the results are only establish in the limit rather than in finite time.”
bernsCaveat on the third theorem, which concerns violation rates over a long deployment.
Found word for word in the source

The record

Questions
Can AI systems act beyond what people intended or allowed? · What values should AI have, and could it have a mind of its own?
People
berns (Wrote it) · Max Harms (Mentioned) · Eliezer Yudkowsky (Mentioned)
Also covered by
LessWrong
What we read
We read the whole source.
Found by
The Radar, run of October 18, 2026, via ai-alignment-forum (tier 1: the source’s own channel or an official record)
Cite this
AI Alignment Forum, “Deconfusing Corrigibility”, October 17, 2026. Entry in the Ctrl AI Base, https://ctrlai.com/base/aaf-2026-10-17-deconfusing-corrigibility
Our notesAuthor appears only as the handle berns (the post thanks a 'Brian Berns' separately); real name not confirmed. The post says the formal companion and some mathematical exposition were composed with help from a Claude model. Equations did not survive text extraction, so the theorems' symbols are missing and the formal claims are summarised only at the level the prose states. Earlier related entry: lesswrong-2026-10-16-three-perspectives-corrigibility (not clearly the same thread, no relation added).