The Keystone Manifesto - A Stand for Human Reality

Greg Twemlow's "A Stand for Human Reality: The Keystone Manifesto" addresses the diminishing trust in visual information due to the influx of AI-generated content, termed the "Great AI Sloppification." Twemlow argues that this societal shift creates widespread anxiety and decision fatigue, as humans are naturally inclined to believe what they see. The article highlights how AI's ability to produce vast amounts of cheap, commodity content threatens the economic viability of human creators, potentially leading to social fragmentation and a generation ill-equipped to discern truth. To counter this, Twemlow proposes "Keystone Context Xperience," a human-centric framework for verifying content that prioritises authentic human experience, niche expertise, and vulnerable storytelling, offering a "lighthouse" for creators in this new digital landscape. Ultimately, the manifesto calls for a rebuilding of trust based on transparency and human curation to preserve shared reality. 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 (™).