If you could retrain your life

9.1 Which samples trained the judgments you make today?

AI training samples have at least one advantage: they can usually still be found. Human training material is harder to locate. It is scattered through families, schools, relationships, work, victories, and failures we long ago stopped wanting to revisit. Some events we have forgotten have not entirely forgotten us. This does not make a human brain an AI model. People are far more complex. Nor does calling experiences “training material” imply they have been understood correctly. In LRS, any unit of real-world experience observed, recorded, or retained that can enter later recognition may become a sample. Here, training material means experiences, observations, feedback, and other people's explanations that entered our lives and may shape later judgment. Some become high-quality samples; others carry bias, mislabeling, or excessive interpretation. What needs examination is how to understand them and how much weight to assign them, rather than whether they qualify as samples. They can continue shaping how we see people, opportunities, risks, and ourselves. We begin Chapter 9 by looking back before seeking new answers: How did the person who judges the world today arrive here?

We never see the present with blank eyes

Imagine walking into an office. Your manager glances at you and says nothing. One person immediately wonders, “Did I do something wrong?” Another thinks, “They may just be thinking.” A third sits down and continues working without a thought. The observable fact is much the same: silence. What differs is the meaning each person places inside it. We seldom see only what happens in front of us. The past participates in today's interpretation. One person has learned that a supervisor's silence usually precedes criticism. Another is accustomed to treating other people's moods as their own business. The third has no strong association. We enter reality with reference points left by the past, not with blank eyes. Samples matter because some continue participating in present recognition, rather than remaining in the past.