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How Paras Jain is building the future of AI video creation
Manage episode 435442667 series 3586305
コンテンツは Raza Habib によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャスト コンテンツは、Raza Habib またはそのポッドキャスト プラットフォーム パートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。
In this episode of High Agency, we are speaking to Paras Jain who is the CEO of AI video generation startup Genmo. Paras shares insights from his experience working on autonomous vehicles, why he chose academia over an offer from Tesla, and the research-minded approach that has lead to Genmo's rapid success.
Chapters:
(00:00) Introduction
(01:52) Lessons from selling an AI company to Tesla
(07:01) Working within GPU constraints and transformer architecture
(11:18) Moving from research to startup success
(14:36) Leading the video generation industry
(16:05) Training diffusion models for videos
(19:36) Evaluating AI video generation
(24:06) Scaling laws and data architecture
(28:34) Issues with scaling diffusion models
(33:09) Business use cases for video generation models
(36:43) Potential and limitations of video generation
(40:59) Ethical training of video models
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Manage episode 435442667 series 3586305
コンテンツは Raza Habib によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャスト コンテンツは、Raza Habib またはそのポッドキャスト プラットフォーム パートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。
In this episode of High Agency, we are speaking to Paras Jain who is the CEO of AI video generation startup Genmo. Paras shares insights from his experience working on autonomous vehicles, why he chose academia over an offer from Tesla, and the research-minded approach that has lead to Genmo's rapid success.
Chapters:
(00:00) Introduction
(01:52) Lessons from selling an AI company to Tesla
(07:01) Working within GPU constraints and transformer architecture
(11:18) Moving from research to startup success
(14:36) Leading the video generation industry
(16:05) Training diffusion models for videos
(19:36) Evaluating AI video generation
(24:06) Scaling laws and data architecture
(28:34) Issues with scaling diffusion models
(33:09) Business use cases for video generation models
(36:43) Potential and limitations of video generation
(40:59) Ethical training of video models
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High Agency: The Podcast for AI Buildersに似ているもの
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continue reading
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…
continue reading
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continue reading
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Player FMアプリでオフラインにしPlayer FMう！
Player FMアプリでオフラインにしPlayer FMう！
