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From Coal to Code: How Data Federalization Could Redraw the Map of European Governance
EU's history offers a blueprint for data federalization, transforming fragmented data into a shared resource for global challenges

afkar collective
Feb 283 min read


The Promise and Peril of Planetary-Scale Data Integration
Planetary data integration promises global insights but faces ethical hurdles. Balancing tech and diversity is key

afkar collective
Feb 194 min read


When artificial intelligence begins to reason
DeepSeek introduces deep reasoning in AI, challenging human cognitive supremacy with its innovative R1 model.

afkar collective
Feb 173 min read


The Energy Race within AI Development
AI's energy demand sparks a shift to nuclear and renewables, challenging sustainability and tech goals.

afkar collective
Feb 112 min read


Mitigating Data Poisoning Threats in AI Systems: A Critical Imperative
AI data poisoning: A critical threat. Protect system integrity with robust detection and mitigation strategies.

afkar collective
Jan 282 min read


Emergent Intelligence: Exploring the Facade of Self-Awareness in AI
Exploring the facade of self-awareness in AI reveals the complexities of emergent intelligence and ethical dilemmas

afkar collective
Jan 253 min read


The Troubling Normalization of AI Hallucinations
AI language models generate "hallucinations" - coherent but inaccurate outputs. Normalizing this threatens information integrity.

afkar collective
Dec 4, 20242 min read


Rethinking Urban Innovation: Beyond the Hype of AI and Tech-Driven 'Solutions'
The focus on cutting-edge tech must not overshadow social disparities and environmental injustices in urban landscapes.

afkar collective
Nov 13, 20242 min read


Ecosystemic Thinking in a Post-Stable Climate: Preparing for the Unthinkable
Ecosystemic thinking: our key to survival. Old rules gone, climate chaos looms. Adapt or perish in this new world.

afkar collective
Oct 31, 20243 min read


The Ominous Fusion of Collective Intelligence and Technological Determinism
The fusion of collective intelligence and powerful AI models like LLMs risks subordinating human agency to technological determinism.

afkar collective
Oct 24, 20242 min read


The Seductive Illusion of Guardrails in the Hyperreal Open Society
Guardrails are essential for sustaining open social ecosystems, but rigid frameworks can stifle the very freedoms they aim to protect.

afkar collective
Oct 22, 20242 min read


Emerging Innovation Frontiers: Reimagining Progress in a Post-Growth World
Innovation's new frontiers circular economy, biomimicry, social innovation, regenerative design, decentralized & wellbeing-focused approach

afkar collective
Sep 12, 20243 min read


The Hidden Costs of Commodifying Innovation: How the Race for Quick Wins Stifles Breakthrough Technologies
Commodifying innovation hinders breakthroughs, favoring quick wins over transformative technologies.

afkar collective
Sep 9, 20243 min read


The Simulacra of Intention: AI Language Models and the Erosion of Human Innovation
AI LLMs risk creating a simulacrum of intention, eroding genuine innovation. We must resist the hyperreal to preserve human creativity.

afkar collective
Sep 6, 20242 min read


The Truth, The Likely Falsehood, and The Post-Modern: Unmasking the AI Illusion
AI lacks moral agency. LLMs simulate truth, detached from reality. Their unchecked use widens the truth-fiction divide, risking catastrophe.

afkar collective
Sep 3, 20242 min read


Inception, Seduction, and Reproduction: A Critical Analysis of AI's Current Trajectory
AI's path: from inception to seduction to reproduction. A hyperreal spectacle blurring reality and simulation, challenging our autonomy

afkar collective
Aug 21, 20243 min read


The Crucial Role of Autoconsistency in Deploying AI Systems
Ensuring autoconsistency in AI is crucial for reliability, fairness, and user trust.

afkar collective
Aug 12, 20242 min read


Knowledge Curation in the Digital Age: Navigating Data Swamps, Illuminating Dark Data, and Mitigating Its Impacts
The digital age has ushered in an era of unprecedented information abundance. But how can we manage it?

afkar collective
Aug 1, 20243 min read


Applying Assembly Theory to Generative AI and Creative Realms
Assembly Theory is a framework that explores how complex systems emerge from simpler components through interactions and relationships.

afkar collective
Jul 27, 20245 min read


The Epistemological Implications of the Horizon Effect in AI
The horizon effect in AI shows its limited foresight, affecting long-term decision-making, trust, and ethical use. How can we mitigate this?

afkar collective
Jul 9, 20243 min read
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