Screen 1 never mentioned a candidate - the READ is candidate-free by design. The context store adds one: Christina Hines, from public sources only. Her record, her positions (we call this her proposition set), and a live news read of the race - the outside forces pushing on voters that no campaign controls.
First check: do her positions cover what the district actually talks about? It does - and that is deliberately unimpressive. Any competent Democrat covers the topics. Topic coverage is where every other shop stops. It is where this system starts.
One honest gap shown, not hidden: she has no war-and-foreign-affairs position beyond defense manufacturing jobs. 13% of district conversation, thin coverage. The system reports it; a consultant would airbrush it.
Here is what no poll can produce. Take real stack identities from the READ and lay the candidate against them - not topic against topic, but her specific record against specific layers, in the order the voter holds them. Persuasion only operates on moveable layers; the reveal shows exactly where her keys fit, where they partially fit, and where no key exists.
Same candidate, same archetype, two different key-sets - and the honest entries matter most: the PARTIAL fits are where bridge narratives earn their keep, and "no key" is a real output that saves money and prevents self-inflicted wounds. Fit assessments MODELED v1; layer structure ILLUSTRATIVE of method pending panels.
Every ad is generated for one specific audience: the message comes from what that group believes (their stack identity), the ask comes from the job the ad has to do, and the timing comes from the news. Below - one cell (Younger Warren Families × stack B), two games, and the generated comps. Every piece a human approves, edits, or regenerates before anything flies.
The READ found the locks. FIT cut the keys - honestly, including the partial fits and the doors with no key at all. What remains is arithmetic: how many votes, from which squares, at what cost, in what order. That is Part 3 and the live Control Center - where all of this becomes a number that either reaches 50%+1 or does not.