Research across 1,372 participants and 9K+ trials details “cognitive surrender”, where most subjects had minimal AI skepticism and accepted faulty AI reasoning
When it comes to large language model-powered tools, there are generally two broad categories of users.
Ars Technica Kyle Orland
Related Coverage
- Teens Sound Optimistic About AI. They're Describing Surrender. Implicator.ai · Marcus Schuler
- “there are generally two broad categories of users. On one side are those who treat AI as a powerful but sometimes faulty service that needs careful human oversight and review to detect reasoning or factual flaws in responses. On the other side are those who routinely outsource their critical thinking to what they see as an all-knowing machine.” … @detritus@todon.eu · Steev Hise
- ‘Cognitive Surrender’ Leads AI Users To Abandon Logical Thinking, Research Finds Slashdot · BeauHD
- Research finds AI users scarily willing to “surrender” their cognition to LLMs Ars OpenForum
- ‘Cognitive Surrender’ Is a New and Useful Term for How AI Melts Brains Gizmodo · Mike Pearl
- “subjects were willing to accept faulty AI reasoning a whopping 73.2 percent of the time, while only overruling it 19.7 percent of the time.... ” … Scott Berkun
- “Cognitive surrender” leads AI users to abandon logical thinking, research finds Ben Werdmuller
- The cost of letting AI think for you The Deep View · Nat Rubio-Licht
Discussion
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@hypervisible.blacksky.app
@hypervisible.blacksky.app
on bluesky
“...the researchers argue that AI systems have given rise to a categorically different form of “cognitive surrender” in which users provide “minimal internal engagement” and accept an AI's reasoning wholesale without oversight or verification.”
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@shilling
Russell Shilling
on bluesky
Reminds me of this article from today, but people uncritically accept info from all sources: news, consultants, internet, articles, etc. Can't blame AI for everything. — arstechnica.com/ai/2026/04/r...
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@johnshirley2024
John Shirley
on bluesky
“Yes you should launch that ICBM missile, Dave, if it makes you feel better.”
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@authormsbev
@authormsbev
on bluesky
Even when the AI was wrong, study subjects still believed its answers were correct. Smh arstechnica.com/ai/2026/04/r...
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@globalecoguy
Dr. Jonathan Foley
on bluesky
Yeah. Relying on AI too much makes you dumb. — arstechnica.com/ai/2026/04/r...
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@stinelinnemann.com
Stine Linnemann
on bluesky
Forudsigeligt: “people readily incorporate AI-generated outputs into their decision-making processes, often with minimal friction or skepticism.” In general, “fluent, confident outputs [are treated] as epistemically authoritative, lowering the threshold for scrutiny” — arstech…
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r/BetterOffline
r
on reddit
“Cognitive surrender” leads AI users to abandon logical thinking, research finds
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r/technology
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“Cognitive surrender” leads AI users to abandon logical thinking, research finds
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r/nottheonion
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“Cognitive surrender” leads AI users to abandon logical thinking, research finds
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r/ArtificialInteligence
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“Cognitive surrender” leads AI users to abandon logical thinking, research finds
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r/lowtiergod
r
on reddit
I almost bursted out laughing reading the headline, loool ("Cognitive surrender" leads AI users to abandon logical thinking, research finds)
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@jwz@mastodon.social
@jwz@mastodon.social
on mastodon
@Techmeme But the first surrender I see is the AI slop artwork in the thumbnail, which is an immediate “won't click”...
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r/science
r
on reddit
“Cognitive surrender” leads AI users to abandon logical thinking, research finds