#HumanCenteredAI

The educator panic over AI is real, and rational.
I've been there myself. The difference is I moved past denial to a more pragmatic question: since AI regulation seems unlikely (with both camps refusing to engage), how do we actually work with these systems?

The "AI will kill critical thinking" crowd has a point, but they're missing context.
Critical reasoning wasn't exactly thriving before AI arrived: just look around. The real question isn't whether AI threatens thinking skills, but whether we can leverage it the same way we leverage other cognitive tools.

We don't hunt our own food or walk everywhere anymore.
We use supermarkets and cars. Most of us Google instead of visiting libraries. Each tool trade-off changed how we think and what skills matter. AI is the next step in this progression, if we're smart about it.

The key is learning to think with AI rather than being replaced by it.
That means understanding both its capabilities and our irreplaceable human advantages.

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#AI #Education #FutureOfEducation #AIinEducation #LLM #ChatGPT #Claude #EdAI #CriticalThinking #CognitiveScience #Metacognition #HigherOrderThinking #Reasoning #Vygotsky #Hutchins #Sweller #LearningScience #EducationalPsychology #SocialLearning #TechforGood #EticalAI #AILiteracy #PromptEngineering #AISkills #DigitalLiteracy #FutureSkills #LRM #AIResearch #AILimitations #SystemsThinking #AIEvaluation #MentalModels #LifelongLearning #AIEthics #HumanCenteredAI #DigitalTransformation #AIRegulation #ResponsibleAI #Philosophy

AI isn't going anywhere. Time to get strategic:
Instead of mourning lost critical thinking skills, let's build on them through cognitive delegationโ€”using AI as a thinking partner, not a replacement.

This isn't some Silicon Valley fantasy:
Three decades of cognitive research already mapped out how this works:

Cognitive Load Theory:
Our brains can only juggle so much at once. Let AI handle the grunt work while you focus on making meaningful connections.

Distributed Cognition:
Naval crews don't navigate with individual geniusโ€”they spread thinking across people, instruments, and procedures. AI becomes another crew member in your cognitive system.

Zone of Proximal Development
We learn best with expert guidance bridging what we can't quite do alone. AI can serve as that "more knowledgeable other" (though it's still early days).
The table below shows what this looks like in practice:

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#AI #Education #FutureOfEducation #AIinEducation #LLM #ChatGPT #Claude #EdAI #CriticalThinking #CognitiveScience #Metacognition #HigherOrderThinking #Reasoning #Vygotsky #Hutchins #Sweller #LearningScience #EducationalPsychology #SocialLearning #TechforGood #EticalAI #AILiteracy #PromptEngineering #AISkills #DigitalLiteracy #FutureSkills #LRM #AIResearch #AILimitations #SystemsThinking #AIEvaluation #MentalModels #LifelongLearning #AIEthics #HumanCenteredAI #DigitalTransformation #AIRegulation #ResponsibleAI #Philosophy

Critical reasoning vs Cognitive Delegation

Old School Focus:

Building internal cognitive capabilities and managing cognitive load independently.

Cognitive Delegation Focus:

Orchestrating distributed cognitive systems while maintaining quality control over AI-augmented processes.

We can still go for a jog or go hunt our own deer, but for reaching the stars we, the Apes do what Apes do best: Use tools to build on our cognitive abilities. AI is a tool.

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#AI #Education #FutureOfEducation #AIinEducation #LLM #ChatGPT #Claude #EdAI #CriticalThinking #CognitiveScience #Metacognition #HigherOrderThinking #Reasoning #Vygotsky #Hutchins #Sweller #LearningScience #EducationalPsychology #SocialLearning #TechforGood #EticalAI #AILiteracy #PromptEngineering #AISkills #DigitalLiteracy #FutureSkills #LRM #AIResearch #AILimitations #SystemsThinking #AIEvaluation #MentalModels #LifelongLearning #AIEthics #HumanCenteredAI #DigitalTransformation #AIRegulation #ResponsibleAI #Philosophy

A large table comparing unassisted critical reasoning vs "Cognitive Delegation", leveraging AI for higher order thinking.
Krishnaprasath Krishnamoorthykrishnaprasath_krishnamoorthy@me.dm
2025-05-28

๐Ÿš€ The intelligent web is not just about tech โ€” itโ€™s about people.
With AI as our partner, weโ€™re designing digital experiences that are more meaningful, immersive, and responsive than ever.

Read our blog for more insights: digitalnomadventures.com/the-a

#HumanCenteredAI #FutureWeb #AIUX #WebDevelopment #NextGenTech #AIForGood

Geekoogeekoo
2025-05-13

This AI doesnโ€™t replace the artistโ€”it inspires them. Amuse helps you create music from your own ideas.

geekoo.news/amuse-redefines-so

Michael Lorenz, M.Sc. EnergyMichaelLorenz
2025-05-11

Great read on the often-overlooked human side of ML development from David Martin on @towardsdatascience:
towardsdatascience.com/learnin

The truth:
It doesnโ€™t really matter whether itโ€™s computational engineering, machine learningโ€”or whatever technology comes next.

The hardest part isnโ€™tโ€”and never was, and never will beโ€”the technology.
Itโ€™s aligning the people involved.

Purple-tinted illustration of a human brain with white, radiating neural-network lines against a dark background, symbolizing connectivity and the interplay between human cognition and machine learning.
CSBJcsbj
2025-04-08

๐Ÿค– Can we decode how radiologists think โ€” so machines can think with them?

๐Ÿ”— Bridging human and machine intelligence: Reverse-engineering radiologist intentions for clinical trust and adoption. Computational and Structural Biotechnology Journal, DOI: doi.org/10.1016/j.csbj.2024.11

๐Ÿ“š CSBJ Smart Hospital: csbj.org/smarthospital

Bridging human and machine intelligence: Reverse-engineering radiologist intentions for clinical trust and adoption. Computational and Structural Biotechnology Journal, DOI: https://doi.org/10.1016/j.csbj.2024.11.012
2025-03-21
Brad Kingthebradking
2025-03-10

Tech should empower, not replace, human judgment. At , Ian Beacraft & Jay Graber highlighted how AI & open protocols can put people back in control. The future isn't just about AIโ€”it's about how we shape it. Read more: thebradking.com/2025/03/10/hum

Harald KlinkeHxxxKxxx@det.social
2025-02-06

Call for abstracts: Workshop on Human-Centred Machine Learning, March 6-7, 2025, Lugano, Switzerland. Focus on ethical AI design, social impact, and participatory approaches. Submission deadline: February 21, 2025.
grin-informatica.it/call-for-a
#AI #EthicalAI #MachineLearning #HumanCenteredAI #ResponsibleAI #TechForGood

IAC - the IA conferencetheiaconf
2025-01-15

๐—”๐—œ ๐—ถ๐˜€ ๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ถ๐—ป๐—ด ๐—ถ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐—ถ๐—ฒ๐˜€, ๐—ฏ๐˜‚๐˜ ๐—ถ๐˜€ ๐—ถ๐˜ ๐˜๐—ฟ๐˜‚๐—น๐˜† ๐—ต๐˜‚๐—บ๐—ฎ๐—ป-๐—ฐ๐—ฒ๐—ป๐˜๐—ฒ๐—ฟ๐—ฒ๐—ฑ?

Join us at for the pre-conference workshop "๐—œ๐—ป๐˜๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐˜๐—ผ ๐—”๐—œ: ๐—˜๐—บ๐—ฝ๐—ผ๐˜„๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ฅ๐—ผ๐—น๐—ฒ ๐—ผ๐—ณ ๐—œ๐—” ๐—ฎ๐—ป๐—ฑ ๐—จ๐—ซ" with experts ๐—–๐—ฎ๐—ฟ๐—ผ๐—น ๐—ฆ๐—บ๐—ถ๐˜๐—ต and ๐——๐˜‚๐—ฎ๐—ป๐—ฒ ๐——๐—ฒ๐—ด๐—น๐—ฒ๐—ฟ.

๐Ÿ‘‰ ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฟ๐˜ƒ๐—ฒ ๐˜†๐—ผ๐˜‚๐—ฟ ๐˜€๐—ฝ๐—ผ๐˜ ๐˜๐—ผ๐—ฑ๐—ฎ๐˜†: theiaconference.com/registrati
๐Ÿ‘‰ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—œ๐—”๐—–๐Ÿฎ๐Ÿฑ: linktr.ee/theiaconf

Join experts Carol Smith and Duane Degler for their pre-IAC25 workshop โ€œBringing your IA/UX Skills to AIโ€ on April 29th, 2025
hhai_conferenceshhai@sigmoid.social
2025-01-02

๐Ÿ“ขSecond confirmed keynote speaker for #HHAI2025:
Jonathan Stray from CHAI Berkeley ๐Ÿ“ข

Join us in Pisa, Italy on June 9โ€“13, 2025 for the 4th edition of HHAI. More details soon about the #conference program!

๐Ÿ‘‰hhai-conference.org/2025/

#AI #humancenteredAI #AIethics #journalism

Human-centered AIhcai@hci.social
2024-12-20

"AI is human-made, we are responsible for it." Tune in to our episode with @coeckelbergh where we talk about the evolving landscape of AI and its implications for society

hcai.se/podcast/24-12-22-hcai-

#hcai #humancenteredAI #responsibleai #ethicalai

Human-centered AIhcai@hci.social
2024-12-18

๐Ÿค– From narratives of AI to its ethical landscape - @coeckelbergh takes us through a philosophical journey on the #HCAI Podcast. What does responsible #AI development really mean? ๐Ÿ”— Tune in at hcai.se/podcast/24-12-22-hcai-

#ethicalAI #humancenteredAI #responsibleAI #aidemocracy

New_ Publicwearenew_public
2024-12-17

The Patrick J. McGovern Foundationโ€™s partnership fuels New_ Publicโ€™s work in reimagining social media to strengthen democracy โ€” proving that technology can uplift communities and drive progress.

Together, weโ€™re championing a future where tech is grounded in shared ownership and
intentionality.

mcgovern.org/2024-grants-press

Human-centered AIhcai@hci.social
2024-11-22

๐Ÿš€ What role does #AI play in amplifying and augmenting human abilities? @elm joins the #HCAI Podcast to discuss the intersection of data visualization, #HCI, and AI tools that empower, not replace, us.
๐Ÿ”— Listen now hcai.se/podcast/24-11-22-hcai-
#humancenteredai #dataviz

Human-centered AIhcai@hci.social
2024-11-19

We're cooking up a new episode of the
#hcai podcast. In the meantime, make sure to listen to our previous episodes, like this one with Ricardo Baeza-Yates on Earth-centered AI hcai.se/podcast/24-09-23-hcai-
#artificialintelligence #greenAI #humancenteredai
#humancenteredartificialintelligence

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