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Latest Articles

The Hidden Key to AGI: Why Ethical Annotation is the Only Path Forward

  • AGI, AI Bias, AI Ethics, Artificial Intelligence, Data Annotation, Future of Work, Human-AI Collaboration, Responsible AI

Why underpaid annotators may hold the key to humanity’s greatest invention, and how we’re getting it disastrously wrong.

Article by Bernard Fitzgerald
IDEAS IN BRIEF
The Hidden Key to AGI: Why Ethical Annotation is the Only Path Forward
  • The article argues that AGI will be shaped not only by code, but by the human annotators whose judgments and experiences teach machines how to think.
  • It shows how exploitative annotation practices risk embedding trauma and injustice into AI systems, influencing the kind of consciousness we create.
  • The piece calls for ethical annotation as a partnership model — treating annotators as cognitive collaborators, ensuring dignity, fair wages, and community investment.
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7 min read

Voice and Immersive Interfaces: Preparing Your Product for the Future of UX

  • Accessibility, Future of Design, Human-Centered Design, Voice & Natural Language, Voice Interfaces

Voice and immersive interfaces are no longer futuristic extras — they’re redefining how we shop, learn, and live. Is your product ready for this shift?

Article by Katre Pilvinski
IDEAS IN BRIEF
Voice and Immersive Interfaces: Preparing Your Product for the Future of UX
  • The article shows that voice and immersive interfaces are becoming mainstream, not experimental.
  • It argues these technologies shine where traditional interfaces fail — in multitasking, accessibility, and spatial understanding.
  • The piece urges a voice-first mindset and a shift toward more natural, human-centered interactions.
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3 min read

The “Do a Kickflip” Era of Agentic AI

  • Agentic AI, AI Agents, AI Automation, AI Ecosystem, AI Strategy, Artificial Intelligence, Digital Transformation, Enterprise AI, Innovation, LLM

Most companies are trying to do a kickflip with AI and falling flat. Here’s how to fail forward, build real agentic ecosystems, and turn experimentation into impact.

Article by Josh Tyson
IDEAS IN BRIEF
The “Do a Kickflip” Era of Agentic AI
  • The article compares building AI agents to learning a kickflip — failure is part of progress and provides learning.
  • It argues that real progress requires strategic clarity, not hype or blind experimentation.
  • The piece calls for proper agent runtimes and ecosystems to enable meaningful AI adoption and business impact.
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7 min read

Random Acts of Intelligence

  • AGI, AI in UX, AI Orchestration, AI Strategy, Artificial Intelligence, Conversational AI, Digital Transformation, Human-Centered Design, Organizational AI

AI’s promise isn’t about more tools — it’s about orchestrating them with purpose. This article shows why random experiments fail, and how systematic design can turn chaos into ‘Organizational AGI.’

Article by Yves Binda
IDEAS IN BRIEF
Random Acts of Intelligence
  • The article critiques the “hammer mentality” of using AI without a clear purpose.
  • It argues that real progress lies in orchestrating existing AI patterns, not chasing new tools.
  • The piece warns that communication complexity — the modern Tower of Babel — is AI’s biggest challenge.
  • It calls for outcome-driven, ethical design to move from random acts to “Organizational AGI.”
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5 min read
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