Cognitive Debt and Its Link to Disability Cognitive debt describes how negative thinking and AI over-reliance can erode mental capacity, with key implications for disability.

Cognitive Debt and Its Link to #Disability - Explores the concept of #CognitiveDebt a term used in clinical #neuroscience and #technology research to describe how certain mental habits and behavioral patterns can quietly erode #cognitive capacity over time - www.disabled-world.com/disability/p...

#Cognitivedebt explains something I’ve run into myself coding & writing.

You can build faster with AI.

But you can also lose the mental model of what you’ve built.

At that point you’re not working on the system anymore.You’re trying to reconstruct it.
And that’s where drift starts to set in.

Cognitive Debt The growing gap between the code your team ships and the code your team understands. It's not technical debt. It's worse.

#Development #Explainers
Cognitive debt · “It’s not technical debt, it’s worse.” ilo.im/16b227 by Andrew Cairns

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#AI #CognitiveDebt #TechDebt #Workflows #WebDev #Frontend #Backend

There is a space between between the code your team produces and their grasp of it, and it's getting wider. This isn't just technical debt—it's something more challenging: Cognitive Debt. Discover more: acairns.co.uk/posts/cognit... #CognitiveDebt #TechTalk

Good advice for coping with mainstream vibe coding: youtu.be/Tk0hIOAwf6M?...

It's not any different than what my anatomy professor told me decades ago which is don't try to memorize try to understand and that'll be enough.

#cognitivedebt #humaninthemiddle

How to Kill the Code Review Human-written code died in 2025. Code reviews will die in 2026.

#Development #Analyses
How to kill the code review · What if no one has to read the code at all? ilo.im/16b2il by Ankit Jain

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#AI #Engineering #Coding #CodeReviews #CognitiveDebt #Specifications #Trust #WebDev #Frontend #Backend

Rely On AI And Get Left Behind LLM-based code generation comes with multiple potential gotchas for a business. More code hitting process bottlenecks like testing, review and integration makes most teams slower. More problems bei…

#Development #Pitfalls
Rely on AI and get left behind · Who will fix code no one understands anymore? ilo.im/16atf5 by Jason Gorman

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#Business #Engineering #Programming #Coding #AI #Dependencies #CognitiveDebt #WebDev #Frontend #Backend

How Generative and Agentic AI Shift Concern from Technical Debt to Cognitive Debt The term technical debt is often used to refer to the accumulation of design or implementation choices that later make the software harder and more costly to understand, modify, or extend over time...

#Development #Explorations
From technical debt to cognitive debt · “Velocity without understanding is not sustainable.” ilo.im/16anlc by Margaret-Anne Storey

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#Programming #Coding #AI #CognitiveDebt #TechDebt #Terminology #WebDev #Frontend #Backend

*It turns out that "Artificial Intelligence" is an *inherently hallucinatory technology,* and that's not the dismissive summary, that is the *initial premise* #ZeroGravityMindset #cognitivedebt #bubble

#AIagents: As #generativeAI and #agenticAI are adopted, #cognitivedebt, the accumulation of knowledge and understanding lost due to #rapiddevelopment, becomes a greater threat than #technicaldebt. This debt, residing in developers’ minds, can hinder progress and understanding of software systems.…

(PDF) Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task PDF | This study explores the neural and behavioral consequences of LLM-assisted essay writing. Participants were divided into three groups: LLM, Search... | Find, read and cite all the research you n...

This longitudinal study combines EEG brain data + behavior (not just self‑reports) to show how repeated #LLM‑assistedWriting may lead to “ #CognitiveDebt”: weaker learning signals, poorer recall, and reduced #EpistemicAgency.
www.researchgate.net/publication/...
#GenAI@work

Cognitive Debt “Cognitive Debt is where you forgo the thinking in order just to get the answers, but have no real idea of why the answers are what they are.” Artefacts Newsletter #247, April 25th, 2025 I first wr…

Super useful a have been collecting #cognitivedebt examples for an update on the below, from all kinds of fields but coding particularly good to pay attention to - like speedrunning the social effects we’ll maybe see elsewhere

smithery.com/methods/cogn...

Because she came out of the womb using a calculator… 👀 LOL #cognitivedebt

Scientists Warn: Heavy AI Use Could Erode Human Thinking Skills As generative AI systems become increasingly fluent and responsive, the boundary between software and perceived sentience is beginning to blur. In 2023, Danish psychiatrist Søren Dinesen Østergaard warned that human-like AI chatbots could precipitate psychotic symptoms, particularly delusions, in vulnerable individuals. At the time, the claim seemed speculative almost science fiction. Today, however, clinical reports describe users forming emotional attachments to AI systems, interpreting algorithmic responses as evidence of consciousness, intent, or even hostility.

Psychiatrist Søren Østergaard Warns That Relying on ChatGPT and Similar Tools Is Slowly Eroding Our Critical Thinking and Future Creativity
#ArtificialIntelligence
#CognitiveDebt
#CriticalThinking
#Neuroscience

Upper Echelon: "Total Stagnation - The AI 'Nothing' Products" | #OpenAI #ChatGBT #Gemini #FailGBT #AISlop #LLMs #FillerContent #Ideation #Advertising #ProductPlacement #Deception #Deepfakes #Misinformation #Hallucinations #ReducedBrainFunction #CognitiveDebt
www.youtube.com/watch?v=z-N0...

Brill - tagging for #cognitivedebt :)

Laissez-faire Cognitive Debt I have been thinking a lot recently about Cognitive Debt from one particular perspective; often the need for ‘thinking’ is not being replaced, but instead just reshaped and pushed elsewhere in a sy…

Playing around with the implications of ‘Laissez-faire Cognitive Debt’ because I’m trying to reconcile the chutzpah of the ‘sure, you should not trust any of this, but that’s your issue not ours…’

#cognitivedebt #ai #google

smithery.com/2025/11/19/l...

Cognitive Debt “Cognitive Debt is where you forgo the thinking in order just to get the answers, but have no real idea of why the answers are what they are.” Artefacts Newsletter #247, April 25th, 2025 I first wr…

That #r4today interview just now was as clear a demonstration of the social impacts of #cognitivedebt as you might ever want.

smithery.com/methods/cogn...

Your Brain on Autopilot: How AI Turns Busybrains into Cozybrains (and What to Do About It)

READ MORE HERE: dammedifyoudont.blogspot.com/2025/11/your...

#YourBrainOnAI #CognitiveDebt #ChatGPT #MITMediaLab #ThinkFirstThenAsk #EdTechConcerns #NeuralPlasticity #ProductivityVsWisdom #PromptResponsibly

and developing economies, which are leapfrogging straight to native, widespread #AI adoption, may view things differently. The #cognitiveDebt that we are leaving for younger people in advanced economies may be their opportunity. It will be our duty to pay attention. For now, though, 3/4

Original post on fediscience.org

Will AI Bury Future Generations in Cognitive Debt? www.project-syndicate.org/commentary/ai-destroying...
"As companies seek to automate repetitive tasks in the name of cost-cutting, they should […]

Cognitive Debt “Cognitive Debt is where you forgo the thinking in order just to get the answers, but have no real idea of why the answers are what they are.” Artefacts Newsletter #247, April 25th, 2025 I first wr…

Saw @tomchatfield.bsky.social last week, and he gave me a sneak peek at his forthcoming book ‘How To Think Clearly’, where he’d pointed to my #cognitivedebt coinage from earlier this year.

So I have written a proper page laying out the thinking, examples etc… smithery.com/cognitive-de...

More #cognitivedebt - points for doubling down on using ChatGPT to confirm that the case it hallucinated ‘actually exists’…

Adds to favourite #cognitivedebt examples…

Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task This study explores the neural and behavioral consequences of LLM-assisted essay writing. Participants were divided into three groups: LLM, Search Engine, and Brain-only (no tools). Each completed thr...

A different take on cognitive debt and such …

arxiv.org/abs/2506.08872

Claims “Over four months, LLM users consistently underperformed at neural, linguistic, and behavioral levels.”

#AI #writing #cognitivedebt #criticalthinking

Smithery’s moments of enlightenment model, applied to LLMs

Part two of a three part series of the Artefacts newsletter - what does an LLM look like, and how does that help us think about how we use them?

buttondown.com/artefacts/ar...

#cognitivedebt #ai #llm

Smart people use AI to get smarter The technology will either allow your mental abilities to whither and fade — or make you a lot smarter. Choose your adventure.

Over-reliance on chatbots leads to something called “cognitive debt,” where the ability to remember and analyze declines. On the other end of the spectrum, people can use AI chatbots for accelerated learning.

#artificialintelligence #ai #chatbot #learning #cognitivedebt #technology #tech

Kenneth Branagh and his excellent Poirot tache…

“The truth does not come without the tax of effort” - watching ‘A Haunting in Venice’ with my folks. Stealing this for thinking about #cognitivedebt

Original post on fosstodon.org

Fascinating MIT study. tl;dr using AI to do your writing makes you stupid(er).

Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task

www.media.mit.edu/publications/your-brain-...

PDF file: https://arxiv.org/pdf/2506.08872 […]

4.
OP geht's nebenbei darum,sich als Experte eines Tools anzubieten oder Leute in den eigenen oberflächlichen Sumpf zu ziehen.

Dazu dieses ganz frische Paper von MIT-Forschenden zu #CognitiveDebt #Downskilling durch Einbindung von LLMs in eigene Denkprozesse
arxiv.org/pdf/2506.08872