Qinqin Yang
Journal

Field notes on AI-native creative practice

Long-form writing also published on Substack ↗

  1. AI-Native, Outside the Founder Lane - Part 3: The human layer

    A conversation I had recently with a senior leader left me thinking for days. She’s been deploying AI seriously inside her organization. Not experimenting, not piloting, but restructuring real workflows and committing real resources. She’s seen what it can do. And the thing that…

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  2. AI-Native, Outside the Founder Lane - Part 2: Inside the organization

    I’ve been thinking about what AI-native means inside companies that already exist — not startups building from scratch, but organizations with histories, accumulated ways of working, and leaders who’ve been in their roles long enough to have seen several cycles of technological…

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  3. AI-Native, Outside the Founder Lane - Part 1: At individual scale

    I recently listened to Diana Hu’s interview on building AI-native companies. A lot of it resonated. Her argument: AI shouldn’t be a tool the company uses. It should be the operating system the company runs on. Not faster execution. Not better features. A different substrate…

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  4. Designing for Insight to Happen

    This is Part 3 of The Creative Infrastructure — a series on workflows, frameworks, and philosophy for the AI era. [Part 1: Against the Slop] [Part 2: From Execution to Insight] What Are Creative Professionals Paid to Do Now? There’s a question I keep returning to in my practice…

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  5. From Execution to Insight: Rebuilding the Human-AI Workflow

    This is Part 2 of The Creative Infrastructure, a series on workflows, frameworks, and philosophy for the AI era. In Part 1, we examined the smoothness problem. AI era abundance shifts scarcity away from production capacity and toward judgment. This essay moves from diagnosis to…

    Read on Substack ↗
  6. The Power of Doing Less: Why "Low Output" is Your New Superpower

    This is Part 1 of The Creative Infrastructure — a series on workflows, frameworks, and philosophy for the AI era. The Trap of Surface-Level Perfection We are entering an incredibly subtle chapter of history. On one hand, the traditional narrative continues to push for “more,”…

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  7. The Art of Pruning: Redefining Professionalism in the Age of AI

    The Suspicion of the Seamless I am sitting in front of my screen, vibe coding. In less than thirty minutes, the AI has handed me a functional, polished product prototype. The immediate gratification is immense. By all traditional metrics, it works, it’s fast, and it looks…

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  8. Authenticity Is the Temperature of the AI Era

    We are in a bizarre phase of reconstruction. Production capabilities are unprecedentedly powerful and accessible. Computing power has flattened the threshold for creation, but at the same time, the stable, reliable paths of the past are rapidly failing. Old paradigms are…

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  9. Applying Future Thinking in Real Work

    Future thinking starts with position Future thinking does not begin with imagining the future. It begins with how you position yourself in relation to uncertainty. Most conventional decision-making assumes a stable environment: the problem is defined, the variables are known…

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  10. How to Read Underlying Shifts

    From signals to shifts Most conversations about the future begin with signals: new technologies, emerging behaviors, surprising data points, cultural moments that feel different from what came before. Signals are useful, but on their own they are misleading. They arrive…

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  11. Thinking About What’s Next

    Why the question of what’s next keeps surfacing I’ve come to see what’s next not as a question that appears only at moments of disruption, but as one that should remain active long before change becomes obvious. Still, in practice, it tends to surface most visibly when familiar…

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  12. Designing for Time

    Moments are easy to design. Time is not. Most experiences are still designed as moments. They have an entry point, a progression, and a sense of completion. Time, in this framework, functions as a container: something the experience occupies while it unfolds. This approach is…

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  13. Designing Beyond Interaction

    Our language of interaction has become surprisingly narrow Interaction has become one of the most reliable tools in experience design. When something feels flat, we add choice. When engagement drops, we invite participation. Interaction is often the first place we turn…

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  14. From Storytelling to Storyliving

    Recently, while spending time with AF-OS I’ve been building and using to explore possible future realities, the idea of the future of generative storyliving especially caught my interest and prompted me to dive deeper. What caught my attention wasn’t the novelty of the term, but…

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  15. A Year of Repositioning

    This year was less about progress and more about repositioning, finding a track after moving through open terrain. Several changes unfolded at the same time. In my personal life, I became a new mom. And after a four-year chapter of living and working across Asia, I returned to…

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  16. Why AI Feels Smart and Where That Feeling Breaks

    AI is now embedded in nearly every kind of knowledge work—writing, coding, strategy, research, and analysis. But despite its rapid adoption, one thing remains widely misunderstood: It operates on a fundamentally different cognitive architecture than humans do. That difference…

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  17. Actual Future OS: A Creative Operating System for Futures Work

    A new environment for creative work Over the past year, most conversations around AI and creativity have focused on tools, speed, and productivity. But working inside AI-native creative processes revealed a deeper shift. Creativity no longer lives inside isolated acts or…

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  18. Creative Systems: Why the Future of Creativity Is About Building Imagination Engines

    For the past decade I’ve been doing creative work, building ideas, shaping visuals, and crafting meaning. What I once called “creativity” felt like a craft, something driven by taste, intuition, and execution. But over the last few months I’ve started to sense something deeper…

    Read on Substack ↗