0.2.69 - Homepage loading improvements pass
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@@ -79,10 +79,13 @@ viewers is enough only when both rolled into the next episode, which is unambigu
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they left.
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**Visual** scanning finds a sustained structural transition — dark, flat, textured with thin
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text, and staying that way for a minute. Darkness is *multiplied* rather than added into the
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frame score, which is the one modelling decision worth defending: under a weighted sum a
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night exterior reaches the credit-like floor on darkness and flatness alone, which is exactly
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how a final scene comes to be reported as a credits roll. A unit test pins that case.
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text, and staying that way for about half a minute. Darkness is *multiplied* rather than added
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into the frame score, which is the one modelling decision worth defending: under a weighted
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sum a night exterior reaches the credit-like floor on darkness and flatness alone, which is
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exactly how a final scene comes to be reported as a credits roll. The candidate frame itself
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must also be genuinely dark, and at least 65% of the remaining frames must stay credit-like;
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those two guards stop a dim final scene or a temporary title card becoming an early marker.
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Unit tests pin both cases.
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The two fail in unrelated ways, so agreement between them is worth far more than either
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alone — hence a probabilistic union rather than an average. Disagreement beyond 20 seconds
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@@ -163,3 +166,6 @@ in which demand-driven narrowing is doing nothing, and the design would need rev
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on every playback.** Readings wobble by seconds; a ±12s difference is not news.
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- **The detector never learns why an episode was chosen.** That boundary is what stops it
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being tuned to agree with the predictor rather than with the media.
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- **An `ffmpeg` decoder crash gets one conservative retry.** The retry is single-threaded and
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discards corrupt packets; ordinary network, authentication and timeout failures are not
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retried by the sampler.
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