The provided article, "The Path to Becoming Indispensable" by Greg Twemlow, outlines a new professional role called SPARK (Sovereign Problem Architect for Resilient Knowledge), designed for the age of artificial intelligence. It explains that a SPARK shifts from task-based work to a system-centric worldview, leveraging AI to understand and redesign entire business models. The article details the SPARK Protocol, a three-phase approach for framing inquiries, orchestrating analysis, and engaging in diagnostic dialogue to identify and resolve systemic constraints. Ultimately, a SPARK acts as a Value Architect, focusing on increasing positive margin and building resilience within an organisation. The text emphasises the importance of human accountability, context, and adaptive orchestration when working with AI to become an indispensable architect of the future. Read the article.
About the Author - Greg Twemlow writes and teaches at the intersection of technology, education, and human judgment. He works with educators and businesses to make AI explainable and assessable in classrooms and boardrooms — to ensure AI users show their process and own their decisions. His cognition protocol, the Context & Critique Rule™, is built on a three-step process: Evidence → Cognition → Discernment — a bridge from what’s scattered to what’s chosen. Context & Critique → Accountable AI™. © 2025 Greg Twemlow. “Context & Critique → Accountable AI” and “Context & Critique Rule” are unregistered trademarks (™).
