Palantir, Fangorn, and Valinor read the same slate through different methods. Convergence is useful; disagreement is often more revealing. This hub teaches the strip once, then sends you to the right board.
Three methods converging tightly. Useful, but still filtered through line quality and sample context.
Same direction, wider uncertainty. Median probability matters; the spread tells you how much humility to carry.
One lane sees something the others smooth through. That is a research signal, not noise to hide.
These artifacts feed row chips on the boards. Missing lineup rows mean pre-confirmation pool, not fabricated “IN” labels.
