We have a foundational data problem no one is talking about... 99% of modern AI is trained on data from 2020-2025, the COVID-19 era. That 5-year window is not normal human history. It is an anomaly. I label it the Great Reset, a period defined by fear, isolation, division, institutional distrust, and mass psychological manipulation that still continues on in society today. We took that data, scraped it, and labeled it "human behavior." Now we are regurgitating it as the future. As culture. As truth. The ai zeitgeist??? When you train intelligence on trauma, you automate trauma, on a generational scale. You create a zeitgeist that is completely skewed, and then you tell the next generation that skewed reality is normal, so on and so forth. My life's work, LTD Biometric, is the antithesis to this..It is era-agnostic. Time-agnostic! It doesn't care what Twitter thought in 2021. It reads your root. Your inherent, innate, biometric disposition, psychological and behavioral. The blueprint you were born with. We have to stop building future intelligence from past pain, but from a hopeful tomorrow.