38 summarised stories about Diffusion Models, each linking back to the original source. Browse all topics →
Lil'Log 2 years ago 19
Researchers are extending diffusion models from image synthesis to video generation, a more complex task requiring temporal consistency across frames. Video generation demands larger high-quality datasets and text-video pairs, which are harder to obtain than image datasets. This capability enables models to generate coherent multi-frame sequences rather than single static images.
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16 October 2026
AI finance took center stage: the IMF warns that the build-out’s most immediate market risk isn’t model capability, it’s leverage. In a review of 14 publicly disclosed deals since 2023, the fund found hyperscalers backing AI with about $650 billion in debt against roughly $300 billion in equity, while committing to spend $1.4 trillion going forward. The prescription is blunt—limit sector leverage and liquidity risk through sector-specific capital requirements and constraints on bank lending concentration—because when funding rests on borrowed money, sentiment swings turn into funding crunches.
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