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#humancenteredAI

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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 isn't going anywhere. Time to get strategic:
Instead of mourning lost critical thinking skills, let's build on them through cognitive delegation—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 genius—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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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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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

𝗔𝗜 𝗶𝘀 𝗰𝗵𝗮𝗻𝗴𝗶𝗻𝗴 𝗶𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀, 𝗯𝘂𝘁 𝗶𝘀 𝗶𝘁 𝘁𝗿𝘂𝗹𝘆 𝗵𝘂𝗺𝗮𝗻-𝗰𝗲𝗻𝘁𝗲𝗿𝗲𝗱?

Join us at #IAC25 for the pre-conference workshop "𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗼 𝗔𝗜: 𝗘𝗺𝗽𝗼𝘄𝗲𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗥𝗼𝗹𝗲 𝗼𝗳 𝗜𝗔 𝗮𝗻𝗱 𝗨𝗫" with experts 𝗖𝗮𝗿𝗼𝗹 𝗦𝗺𝗶𝘁𝗵 and 𝗗𝘂𝗮𝗻𝗲 𝗗𝗲𝗴𝗹𝗲𝗿.

👉 𝗥𝗲𝘀𝗲𝗿𝘃𝗲 𝘆𝗼𝘂𝗿 𝘀𝗽𝗼𝘁 𝘁𝗼𝗱𝗮𝘆: theiaconference.com/registrati
👉 𝗟𝗲𝗮𝗿𝗻 𝗺𝗼𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝗜𝗔𝗖𝟮𝟱: linktr.ee/theiaconf