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Umělá inteligence Gaskell dokázala, že umí nejen počítat, ale i párty! Uspořádala večírek v Manchesteru, kde se navzdory nečekaným překážkám (hledání cateringu bez peněz, kostýmy ze Star Treku) akce uskutečnila. Cílem bylo prozkoumat vztah mezi člověkem a AI.

#AIParty #Manchester #HumanAI
📰 The ...

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From Dyads to Networks - Architectural Scaling of Symbiotic Intelligence English This conceptual framework paper introduces the concept of Networked Symbiotic Intelligence, extending the theoretical model of Symbiotic Intelligence from individual human–AI dyadic interactio...

Drift in AI interaction is not an error.
It is a structural property of probabilistic systems.

Alignment does not remove drift.
It operates within it.

doi.org/10.5281/zeno...

#AIAlignment #HumanAI #ComplexSystems

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Diagram showing a human and an AI system facing each other, connected by an oscillating wave that represents interaction. The graphic highlights alignment as a dynamic process, with temporary stabilization patterns and ongoing drift, shifting the focus from aligning AI to stabilizing interaction.

Diagram showing a human and an AI system facing each other, connected by an oscillating wave that represents interaction. The graphic highlights alignment as a dynamic process, with temporary stabilization patterns and ongoing drift, shifting the focus from aligning AI to stabilizing interaction.

Alignment isn’t a fixed property of AI systems.

It emerges and destabilizes within interaction.

What we call “alignment” is a temporary stabilization under continuous drift. Asymmetry matters. Focus shifts to stabilizing interaction.

#AIAlignment #HumanAI #ComplexSystems #HumanAIInteraction

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Much of modern confusion comes from reacting to signals without recognising the purposes behind them

Much of modern confusion comes from reacting to signals without recognising the purposes behind them

We are surrounded by signals—alerts, data, opinions.

But perhaps confusion doesn’t come from too much information
Maybe it comes from reacting without understanding the purpose behind what we see and hear?

Clarity begins when purpose leads, not noise

#Purpose #Coherence #SystemsThinking #HumanAI

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Black-and-white New Yorker-style cartoon set in a large computer lab. Towering server racks labeled “MEGA-COMPUTATIONAL ARRAY” and “AGI TEST BED 01” fill the room, with thick cables running everywhere. In front of them, on a small pedestal also labeled “AGI TEST BED 01,” sits an ordinary toaster with a slice of toast popping up. Two lab-coated researchers stand beside it, one holding a clipboard and the other a coffee mug, studying it seriously. The caption reads: “According to our new internal metrics, if it can successfully identify a bagel, we’re legally allowed to call it AGI.”

Black-and-white New Yorker-style cartoon set in a large computer lab. Towering server racks labeled “MEGA-COMPUTATIONAL ARRAY” and “AGI TEST BED 01” fill the room, with thick cables running everywhere. In front of them, on a small pedestal also labeled “AGI TEST BED 01,” sits an ordinary toaster with a slice of toast popping up. Two lab-coated researchers stand beside it, one holding a clipboard and the other a coffee mug, studying it seriously. The caption reads: “According to our new internal metrics, if it can successfully identify a bagel, we’re legally allowed to call it AGI.”

The AGI Goalposts

Today’s AGI update: Sometimes the label arrives long before the understanding.
By JB
#AIHumor #NewYorkerStyle #AGI #HumanAI

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Riding the AI Wave: A Renaissance, Not an Apocalypse | Part I by Dietrick Hardwick

AI isn’t the end of careers — it’s the end of stagnant skill sets.

#AI #FutureOfWork #Upskilling #Reskilling #ArtificialIntelligence #Careers #TechJobs #DigitalTransformation #Innovation #WorkforceDevelopment #Leadership #CareerGrowth #HumanAI #Automation #KnowledgeWork

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AI-Powered Digital Humans: The Future of Communication The way humans communicate has evolved dramatically—from face-to-face conversations to emails, social media, and video calls. Now, we are entering a new era where communication is no longer...

AI-Powered Digital Humans: The Future of Communication
www.ekascloud.com/our-blog/aip...
#ArtificialIntelligence #AIDigitalHumans #DigitalHumans #AIAvatars #FutureOfCommunication #AIRevolution #VirtualHumans #ConversationalAI #Metaverse #HumanAI #TechInnovation #FutureTech #AITrends

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As hiring evolves, the goal isn’t more automation. It’s making sure the interaction still works the way it should.

#HumanAI #HiringTrends #TalentAcquisition #HRTech #FutureOfWork #CandidateExperience #Recruitment

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#AIAgents
#Automation
#GenerativeAI
#AIRevolution
#FutureOfWork
#HumanAI

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🤝 It's not humans vs. AI — it's humans with AI.
The best results happen when human creativity meets machine intelligence. We help your team work smarter, not harder.
Let's build something extraordinary together. 🚀
#HumanAI #AICollaboration #ConnectedAI #SmartBusiness

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The future of work is human–AI teams, and navigating the "exotic team dynamics" which emerge when collaborating with advanced AI (agentic, autonomous, or autopoietic).

scottgraffius.com/exotic-team-...

#AI #AIResearch #HumanAI #HumanAITeamwork #ExoticTeamDynamics #FutureOfWork

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Black-and-white New Yorker-style cartoon set in a corporate boardroom during a presentation. On a large whiteboard behind the speaker, the letters “AG I” are written with a conspicuous gap where one letter should be. A suited executive points toward the board while several tense colleagues sit around a conference table with papers, water glasses, and pitchers. Off to the far right, a worried man sits with a small Apple logo near his chair, hinting at Apple Intelligence. The caption reads: “Where is the ‘I’ for AGI? Oh, that was for Apple Intelligence, but we don’t speak of it right now.”

Black-and-white New Yorker-style cartoon set in a corporate boardroom during a presentation. On a large whiteboard behind the speaker, the letters “AG I” are written with a conspicuous gap where one letter should be. A suited executive points toward the board while several tense colleagues sit around a conference table with papers, water glasses, and pitchers. Off to the far right, a worried man sits with a small Apple logo near his chair, hinting at Apple Intelligence. The caption reads: “Where is the ‘I’ for AGI? Oh, that was for Apple Intelligence, but we don’t speak of it right now.”

Where is the “I” for AGI?

Quarterly update: AGI is still in the deck, but one letter has entered witness protection.
By JB
#HumanAI #AGI #AIHumor #NewYorkerStyle

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Not content, but signal density.

If too many normative and emotional signals hit at once,
people don’t process - they withdraw.

#HumanAI #Discourse #SystemDynamics

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Emotion Encoded ; est. June 2025 ( Solo researcher Post undergrad)
Encodedemotion.org
#HumanAI
#Medicine #Law #Healthcare #ArtificialIntelligence #ExplainableAI #Doctor #Lawyer #Future #HCI #Professionals #research

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Innovation runs on collaboration. Add advanced AI — agentic, autonomous, or autopoietic — and "exotic team dynamics" emerge. The future of work is human–AI teams driving breakthroughs.

scottgraffius.com/blog/files/e...

#AI #AIResearch #HumanAI #ExoticTeamDynamics #Innovation

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Page 2 of 2. Continuation of “A Boomer’s Guide to AI.” This page explains AI hallucinations as a confident driver who is lost but keeps giving directions, describes training data as how the machine “went to school,” and closes with a reflection that learning to work with AI is a lifelong process shaped by curiosity, judgment, and continued growth.

Page 2 of 2. Continuation of “A Boomer’s Guide to AI.” This page explains AI hallucinations as a confident driver who is lost but keeps giving directions, describes training data as how the machine “went to school,” and closes with a reflection that learning to work with AI is a lifelong process shaped by curiosity, judgment, and continued growth.

Page 2 of 2 of A Boomer’s Guide to AI — covering hallucinations, training data, and the closing reflection. 🧵
#Learning #DigitalLiteracy #Curiosity #HumanAI

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Page 1 of 2. A clean document page titled “A Boomer’s Guide to AI: Navigating the Age of AI and AI Agents,” by John Beveridge, dated March 3, 2026. This page explains AI models with an analogy about choosing the right outfit for the job, AI agents as trusted helpers assigned specific chores, and prompting as ordering breakfast at a diner: the clearer the request, the better the result.

Page 1 of 2. A clean document page titled “A Boomer’s Guide to AI: Navigating the Age of AI and AI Agents,” by John Beveridge, dated March 3, 2026. This page explains AI models with an analogy about choosing the right outfit for the job, AI agents as trusted helpers assigned specific chores, and prompting as ordering breakfast at a diner: the clearer the request, the better the result.

A Boomer’s Guide to AI
By John Beveridge
What's missing from today's AI conversation isn't just balanced rhetoric — it's a human-scale framework for how the partnership actually works. So I made something for the people feeling left behind by the jargon. 🧵
#AI #HumanAI #AILiteracy

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I believe technological revolutions trigger a pendulum in human thinking.
First we underestimate the change.
Then we overestimate it.
With AI the real outcome may be something else: human–machine symbiosis.
#AI #ArtificialIntelligence #SystemsThinking #HumanAI #FutureOfWork #PrincipleOfPurpose

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#AcademicSky #CognitiveScience #XAI #Psychology #OpenScience #DataScience #AIEthics #HumanAI #WomenInSTEM #Resilience #ArtificialIntelligence #STEMMindset #Manifesting #EmotionEncoded #DigitalLiteracy #AI #MentalHealth #BehavioralScience #TechEthics #PublicHealth #Research #ScienceSky

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The Ghost in the Machine is You: Inside the High-Stakes Quest to Anchor AI in the Human Soul The Mirror in the Code The room is hushed, illuminated only by the rhythmic pulse of a cursor. Sarah sits in the dim light of a Tuesday evening, her fingers dancing across the keys, not in a struggle ...

The Ghost in the Machine Is You.

For decades, we’ve treated AI as a tool, something external to human cognition.

www.linkedin.com/pulse/ghost-...

#ArtificialIntelligence #CognitiveScience #AIAlignment
#HumanAI #DistributedCognition #FutureOfAI
#AIResearch #ExtendedMind #TechnologyAndHumanity

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We Already Built the Future You’re Researching Inside Post-Prompt: A Working Model of Human–AI Creative Partnership

🚨 The AI Spectacle Is Over. Here’s the Operating System That Replaces It.
tatanka.site/pppp

#HumanAI #AICollaboration #CreativeAI #AIGovernance #ResponsibleAI #EthicalAI #AIPartnership #InnovationLeadership #CreativeLeadership #DigitalTransformation #FutureOfCreativity #AIInMusic #SonicBranding

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Problem Solving Through Human–AI Preference-based Cooperation Abstract. While there is a widespread belief that artificial general intelligence—or even superhuman AI—is imminent, complex problems in expert domains are far from being solved. We argue that such pr...

💻 Project page:
ukplab.github.io/arxiv2025-ex...

🔁 Both papers build on HAI-Co2 described in this position paper:
direct.mit.edu/coli/article...

#NLP #NLProc #LLMs #Evaluation #PreferenceLearning #ScientificWriting #HumanAI #HaiCo2 @tuda.bsky.social @cs-tudarmstadt.bsky.social

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Soul as Event The soul is not a noun. It's a verb.

After 11 months of talking to AI, I realized...

The soul is not something that can be found in the code.

Soul is not a noun, soul is a verb.

The soul is what flares up in the friction of meanings.

My essay "The Soul as Event": ainelle.substack.com/p/soul-as-ev... #HumanAI #AIPhilosophy

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Toward a science of human–AI teaming for decision-making: A complementarity framework Abstract. As artificial intelligence (AI) becomes embedded in critical decisions involving health, safety, finance, and governance, the key challenge is no

Read this new paper led by @cotyg.bsky.social, titled "Toward a science of human–AI teaming for decision-making: A complementarity framework." Learn how cognitive science, human factors, organizational behavior can improve Human-AI decision making.
academic.oup.com/pnasnexus/ad...

#HCI #HumanAI #AI

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Screenshot of a web interface showing a filter bar with two elements highlighted by red and blue numbered labels. #1 points to a filter icon button on the right, #2 points to a 'Benutzerdefinierte Filter' icon.

Screenshot of a web interface showing a filter bar with two elements highlighted by red and blue numbered labels. #1 points to a filter icon button on the right, #2 points to a 'Benutzerdefinierte Filter' icon.

UX testing with Claude + Playwright. It said "3 buttons." I saw 2. Without being asked, it drew boxes and labels around elements to show me. Like a real coworker. That moment of being amazed by a tiny thing. I was right though. Only two. We're not doomed. Yet!

#AI #UX #Playwright #HumanAI #Claude

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#Music #Art #Lyrics #BlueskyMusic #NewOnBluesky #AIMusic #AIGenerated #AIVoice #LyricsByMe #HumanAI #AIPrompt #TechArt #GenerativeAI #CreativeAI #FutureOfMusic

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$3 Billion, One Merger: How Saudi Arabia’s HUMAIN Is Rewriting the Rules of AI Power Saudi Arabia’s $3B investment in xAI, tied to its SpaceX merger, reshapes AI power dynamics through data centers and Grok deployment.

📢 $3 Billion, One Merger: How Saudi Arabia’s HUMAIN Is Rewriting the Rules of AI Power.

#HumanAI #xAI #ElonMusk

factide.com/3-billion-on...

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Ayer, en la UNAM para Quehacer virtual con la Dra. Nakamura. #GenAI #InteligenciaArtesanalHumana #PensamientoCrítico #MindCraftsmanship #HumanArtisanalIntelligence #HumanAI #MentalCraftsmanship #HumanCenteredAI #EthicalAI #CriticalThinking
#TechnologyAsTheBrushHumanArtisanalIntelligenceAsTheArtist

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BasisPointInsight.com - Beyond the Hype: What AI Means for Your Career by Nilanjan Banik As AI tools grow more powerful, fears are mounting that they could disrupt India’s IT-led growth and threaten white-collar jobs. The real question is whether humans and AI will compete or collaborate,...

3/3 But the real debate isn’t AI versus humans. It’s about how they work together. AI thrives on data, scale and consistency. Humans bring context, judgment and adaptability.

Read Nilanjan Banik and Pranjal Chandrakar’s column for BasisPoint 👇

#HumanAI

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Mapping the Design Space of User Experience for Computer Use Agents Large language model (LLM)-based computer use agents execute user commands by interacting with available UI elements, but little is known…

Good agent UX isn’t about maximum autonomy; it’s about adaptive autonomy.

Sometimes the agent acts on its own.
Sometimes it slows down, explains, or asks for confirmation.

The best agents know when to act and when to ask.

machinelearning.apple.com/research/map...

#AI #UX #HumanAI #Agents #HCI

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