High-quality video data, especially paired with text, is harder to collect at scale than image or text data.

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• Video never became intelligence the way text did because text arrives already abstracted into the bits humans care about. SLSergey Levine12 Sept 2025similar wordingProfessor of computer science at UC Berkeley
• High-quality data collection depends more on careful human execution than on machine learning techniques alone. LWLilian Weng5 Feb 2024similar wordingMachine-learning researcher
• Video generation requires more world knowledge than image generation because of the need for temporal consistency across frames. LWLilian Weng12 Apr 2024similar wording
• Text is a more powerful output modality for a model than images, because text supports many downstream tasks CHChip Huyen10 Oct 2023similar wordingEngineer and writer on machine-learning systems
• Growth of internet image data can enable more sophisticated models for indexing and interacting with multimedia. FLFei-Fei Li1 Jun 2009similar wordingSequoia Professor of Computer Science at Stanford

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