What it means
A flip is when a company’s recorded verdict changes band - HOLD to ACCUMULATE, STRONG BUY to TRIM. A whipsaw is the failure mode: flipping on every headline and reversing days later, which shreds trust and any portfolio that follows it. THE ENTITY’s engine resists whipsaw structurally: a verdict flips only on a large score move (≥12 points night-over-night) or when the new reading persists into a second consecutive night, so a one-day spike that fades leaves the verdict unchanged. Every flip that does happen is a dated row in the immutable record - flip history per name is readable, honest and gradeable.
Why it matters to investors
Ask two things of any signal service: how often does it flip, and were the flips right? Because flips here are recorded and hysteresis-gated, both questions have checkable answers - a flip that clears the churn gate carries more weight than a hair-trigger one.
Related terms
See Whipsaw / flip in the live AI chain.
THE ENTITY maps every constraint onto one live model - which part is tight now, who owns it, and who gets squeezed when it moves. Plain-English reads you can check.
THE ENTITY is an educational read on the AI supply chain - research, not investment advice. It explains how the chain works and who sits where, never price targets or buy/sell calls.