Technology & AISignal

Claims Alleging Half of National Computing Power Fuels Dramas Are Unfounded

Widely circulated assertions that half of domestic computing resources create artificial intelligence short dramas rely on unverified token statistics and flawed metrics, People's Daily reported.

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The Brief

People's Daily reported that widely circulated claims alleging that half of domestic computing power is consumed creating dramatic short dramas lack validity. The underlying claim stems from circulating metrics stating that artificial intelligence short dramas and video generation represent fifty-five percent of domestic token consumption. The circulated statistics were published by an artificial intelligence and digital content firm. The firm reported that domestic short drama and video generation accounted for fifty-five percent of token consumption, e-commerce and marketing twenty-four percent, and software development fifteen percent. However, the release omitted data sources, statistical periods, coverage scope, and estimation methodologies. Token counts serve as billing units measuring model call frequencies and output volumes rather than true computing inputs. Complex video rendering demands high-density processing, whereas code generation and scientific computing rely on lower-density text tokens. Differing computational tasks cannot be compared directly using token volumes to deduce graphics processing unit utilization. Usage patterns in consumer commercial markets cannot be equated with national technology development. Public consumer activities depend on commercial model interfaces, whereas major scientific research and enterprise research rely on specialized internal computing clusters and self-deployed models that market surveys do not capture.

Why it matters

Multimodal video generation technology functions as a practical creative tool in media industries by reducing production costs for complex scenes. Beyond commercial entertainment productions, the identical underlying technology is applied to anti-fraud educational content and public science popularization campaigns.

China context

Entertainment tasks such as interactive roleplay account for substantial usage across open-weight models internationally, showing leisure represents a broad human demand. Concurrently, Chinese artificial intelligence models are deployed globally in software programming, offering open-source advantages and cost-effective performance to worldwide developers.

Key Takeaways

  • 1Circulating assertions claiming half of domestic computing power generates dramatic short dramas rely on unverified corporate token usage claims.
  • 2Token usage acts as a commercial billing unit and cannot serve as an equivalent measure of physical computing power inputs.
  • 3Consumer application surveys fail to track scientific computing clusters and internally deployed enterprise research infrastructure.

Sources

  1. “国内一半算力都在造爽剧”论断不可信 — People's Daily · 11/3/2026

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