systems thinking

From Systems Change to Transformation

There is an entire field of practice loosely referred to as “systems change” that guides how to effect substantive social, environmental, and political changes in our world. The methods and tools are varied, and the means of evaluating system change are numerous. Still, the general thrust of these approaches is designed to unlock social innovation, […]

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Design, Systems and The Settings That Influence Us

Space shapes systems, so systems change requires we understand space. In this post, I’m going to use two contexts to illustrate why and how settings affect so much of our lives and why any systems change must account for them if we are to be successful. Take two examples: education, and healthcare. In an educational

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Are We Producing Ourselves Into Oblivion?

It’s super easy to create digital content now, but that means we’re drowning in low-quality stuff. Everyone’s glued to their devices, scanning boring, formulaic articles. There’s way too much generic content out there, leaving us feeling overwhelmed and disconnected. We need originality to think and engage meaningfully, or we’ll just keep swiping.

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Evidence in 2024: The Many Black Boxes of AI

Artificial intelligence’s widespread use and data generation pose challenges for evidence, as creators may not fully understand its processes. Trust issues arise due to AI’s opaque nature and embedded biases, impacting decision-making. The reliability, reproducibility, and validity of AI-generated evidence are compromised. To mitigate these issues, transparent, reliable, and valid AI models must be developed, but widespread adoption and verification remain uncertain.

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