What Is Multimodal AI, and Why Does It Matter?
A reflection on 25 years from search to multimodal AI, and why organised information, workflows and data structures matter more than ever.
Writing
Field notes on AI, systems and the future of work.
Latest writing
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The next phase of innovation is not faster outputs
AI is changing how innovation moves from problem to prototype. As outputs become faster and cheaper, the real leverage shifts upstream into problem definition, workflow design, and system thinking.
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AI Is Not Just Changing the Tools, It Is Changing the Structure of Work
Many people are already using AI tools, automations, and agents. The deeper opportunity is learning where they truly help, how workflows improve over time, and what it takes to make that work more useful, reliable, and repeatable.
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Intelligence is abundant. Workflows aren't ready.
AI is producing intelligence faster than organisations can turn it into workflows, decisions, and services that actually work. The bottleneck has shifted — and the real premium is moving elsewhere.
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Marketing feels noisier, judgment matters more
AI has made marketing faster, louder, and more crowded, but not necessarily clearer. The real question now is not whether AI matters, but where it is useful, where it creates risk, and where human judgment still makes the difference.
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Agentic Work Needs Better Rooms, Not More Hype
Last week's Agentic meetup surfaced a clearer picture of how builder work is changing. The strongest signal was not any one tool, but the shift in where constraints now sit, from writing code to framing tasks, reviewing outputs, and shipping safely.
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The Real Shift Is Not the Tools, It Is the Structure Beneath Them
A lot of attention is going to AI tools, what matters, what is noise, and what to learn next. That matters, but the deeper shift is structural. The biggest opportunity now sits with networks that build capability together, through shared learning, coordination, and trust.
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What Happens When AI Stops Being Cheap?
AI has been cheap, abundant, and easy to build upon — but that era won’t last forever. What happens when AI stops being cheap, and what does it mean for builders, appliers, and the next economy?
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Year-End AI Community Update
A year-end update on AI, community and collaboration between The Remix, Byron Design Thinking and Byron Tech Community.
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Adaptability Is the Leadership Skill of This Era
Leadership today is less about certainty and more about sensing and adjusting with integrity.
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Resilience Isn't Grit. It's Capacity.
Resilience is not pushing through. It is having the internal capacity to adapt clearly.
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Why Regional Innovation Matters More Than Ever
Regions are not “behind”. They are positioned for clarity, community, and creativity.
Work with Michelle
If you want help applying these ideas to your work, start with a strategy session.