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fortext lab<p>A lot has happened over the summer break. One highlight: the exciting white paper Doing AI Differently from the Alan Turing Institute – co-authored by <span class="h-card" translate="no"><a href="https://fedihum.org/@EvelynGius" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>EvelynGius</span></a></span> along with 50+ international colleagues. <br>Core message: We need a fundamental shift in AI development! 👉 <a href="https://www.turing.ac.uk/news/publications/doing-ai-differently" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">turing.ac.uk/news/publications</span><span class="invisible">/doing-ai-differently</span></a> <a href="https://fedihum.org/tags/DoingAIDifferently" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DoingAIDifferently</span></a> <a href="https://fedihum.org/tags/ResponsibleAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ResponsibleAI</span></a> <a href="https://fedihum.org/tags/HumanCenteredAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HumanCenteredAI</span></a> <a href="https://fedihum.org/tags/DigitalHumanities" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DigitalHumanities</span></a> (1/4)</p>
Andy Tseng<p>AI might boost outcome of existing workflows, but without a fresh strategy that ties to real ROI and gets stakeholder buy-in, it’s doomed to flounder. Must go beyond just tech and build measurable value from day one. <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23AI" target="_blank">#AI</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Strategy" target="_blank">#Strategy</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23ROI" target="_blank">#ROI</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23HumanCenteredAI" target="_blank">#HumanCenteredAI</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23DigitalTransformation" target="_blank">#DigitalTransformation</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23AIStrategy" target="_blank">#AIStrategy</a><br><br><a href="https://www.b-ta.ai/blog/ai_projects_failing_accenture_ceo_3_mistakes" rel="nofollow noopener" target="_blank">Aries - AI Projects Are Failin...</a></p>
Ashish Varghese Thomas<p>🔍 Search is evolving—fast.</p><p> From keywords to voice, visuals, and AI intuition. Discovery is becoming natural, adaptive, and human-centered.</p><p>📎 I break it down in my latest article: </p><p><a href="https://ashishvarghesethomas.wordpress.com/2025/07/07/evolving-search-voice-visual-ai" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ashishvarghesethomas.wordpress</span><span class="invisible">.com/2025/07/07/evolving-search-voice-visual-ai</span></a></p><p>💬 How do you search today? <a href="https://mastodon.social/tags/Tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Tech</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/SearchUX" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SearchUX</span></a> <a href="https://mastodon.social/tags/DigitalTrends" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DigitalTrends</span></a> <a href="https://mastodon.social/tags/VoiceSearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VoiceSearch</span></a> <a href="https://mastodon.social/tags/VisualSearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VisualSearch</span></a> <a href="https://mastodon.social/tags/HumanCenteredAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HumanCenteredAI</span></a></p>

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When AI Feels Too Real: The Perils and Power of Emotionally Intelligent Machines Most AI discussions orbit ChatGPT upgrades and job loss fears. But there's a quieter shift happening: machines l...

#aiethics #humancenteredai #techforgood #aiandhumanity

Origin | Interest | Match
DEV CommunityWhen AI Feels Too Real: The Perils and Power of Emotionally Intelligent MachinesMost AI discussions orbit ChatGPT upgrades and job loss fears. But there's a quieter shift happening:...

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.

1/3

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:

2/3

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.

3/3

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