HomeSignalsPhoto expand

Photo expand — a positive ranking signal

CODE home-mixer/scorers/ranking_scorer.rs (PhotoExpandWeight); phoenix/runners.py ACTIONS[3] · verified 2026-07-31 @ 0bfc279

Predicted probability the viewer taps to expand an attached photo. A head your post cannot earn at all without an image.

Last public weight: none — this head first appeared publicly in the 2026 release; no weight value has ever been published.

2026 weight: withheld — all current weights live in an unpublished params module. The weights story →

What actually moves it

An image that rewards a tap (detail, a chart, a screenshot with small text worth zooming) activates a whole scoring term text-only posts forfeit.

Where it sits in the formula

Phoenix (a Grok-1-architecture transformer, phoenix/README.md) predicts P(photo_expand) per viewer from that viewer’s own engagement history — not from your post’s running like-count. The prediction is multiplied by its weight and summed with the other 21 terms, then the author-diversity decay and out-of-network multiplier apply.

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