Seligman (1972) - Learned Helplessness

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psycnet.apa.org·psycnet.apa.org/record/1973-20875-001

Classic psychology paper on learned helplessness; cited in AI safety contexts to illustrate risks of human passivity or disempowerment when interacting with complex, uncontrollable AI systems or overwhelming information environments.

Metadata

Importance: 42/100journal articleprimary source

Summary

Seligman's foundational 1972 work on learned helplessness describes how repeated exposure to uncontrollable negative events leads organisms to stop attempting to escape or influence outcomes, even when control becomes possible. This psychological phenomenon has broad implications for understanding passivity, depression, and agency. It is relevant to AI safety discussions around human disempowerment and epistemic learned helplessness in the face of complex systems.

Key Points

•Learned helplessness occurs when repeated uncontrollable negative experiences cause organisms to cease attempting to improve their situation, even when opportunity arises.
•The phenomenon was demonstrated experimentally in animals and later extended to human subjects, underpinning theories of depression.
•Learned helplessness impairs motivation, cognition, and emotional regulation, reducing adaptive agency.
•The concept is relevant to AI safety discussions about humans becoming passive or disempowered in the face of powerful, opaque AI systems.
•Epistemic learned helplessness — giving up on forming independent judgments — is a related concern for AI-influenced information environments.

Cited by 1 page

Page	Type	Quality
Epistemic Learned Helplessness	Risk	53.0

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# Perceived relevance as a predictor of the political, job training and organizational participation of low income rural people.

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Database: APA PsycInfo
Dissertation

Database: APA PsycInfo
Dissertation

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### Citation

Yoder, D. R. (1973). Perceived relevance as a predictor of the political, job training and organizational participation of low income rural people. _Dissertation Abstracts International Section A: Humanities and Social Sciences, 33_(8-A), 4047.

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