Unverified50% confidenceTradeoffExact time

Segmented continuation (video extrapolation) carries the risk of error accumulation: deviations at the end of the first segment will be treated as the correct state and continue to be amplified in subsequent segments.

1

Sources

50%

Confidence

Long-term

Relevance

9/17/2026

First Seen

Sources

MiniMax H3 in Practice: Recreating the "Desktop Girl" Video with Ultra-Long Prompts

Related Entities

video extrapolationconcept

Related Claims

Unverified主流文生视频模型处理长文本条件时存在信息衰减效应，越靠近序列末尾的词元在最终生成结果中影响权重越低72% similar UnverifiedIncremental video upscaling faces the challenge of error accumulation, where small deviations introduced at each step may gradually amplify as the number of upscaling iterations increases.65% similar

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