开源 AI 蓬勃发展,Hugging Face 解析谁能获利
Open source AI is booming. Hugging Face explains who profits.
- 1开源模型因更低成本、更多控制权和灵活性,正被企业、政府与创业公司更广泛采用
- 2Hugging Face 首席政策官 Irene Solaiman 在 Equity 播客谈创业公司基于开源模型构建前的准备
- 3节目讨论模型免费开放后公司如何捕获价值,以及中国开源模型崛起下美国厂商能否跟上
- 4访谈覆盖工具选型、基础设施以及塑造开源 AI 未来的权衡取舍
开源模型已从技术选项变成企业、政府与创业公司共同考虑的主流路线,价值捕获成为随之而来的经营问题。
- 影响:企业在成本、控制权与灵活性上多出一条开源路线;但模型免费开放后如何捕获价值没有现成答案;中国开源模型的进展也在改变供应格局。
- 参考:可考虑把开源与闭源两条路线在自家场景的成本、控制权和灵活性上做对照评估;值得在选型前列出工具与基础设施的取舍清单,避免边建边改。
- 依据:依据为 TechCrunch Equity 播客对 Hugging Face 政策负责人 Irene Solaiman 的访谈预告,材料未含节目具体结论。
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Open source models are becoming more mainstream as enterprises, governments and startups alike rely on the promise of lower costs, more control, and more flexibility. But as increasingly capable models become more freely available, how do companies capture value? And with Chinese open models gaining ground, can American players keep up?
On this episode of TechCrunch’s Equity podcast, Rebecca Bellan caught up with Irene Solaiman, Chief Policy Officer and SVP of Strategy at Hugging Face, about what startups need to know before building on open models, from choosing the right tools and infrastructure to navigating the trade-offs shaping the future of open AI.
Subscribe to Equity on YouTube, Apple Podcasts, Overcast, Spotify and all the casts. You also can follow Equity on X and Threads, at @EquityPod.
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Theresa Loconsolo is an audio producer at TechCrunch focusing on Equity, the network’s flagship podcast. Before joining TechCrunch in 2022, she was one of 2 producers at a four-station conglomerate where she wrote, recorded, voiced and edited content, and engineered live performances and interviews from guests like lovelytheband. Theresa is based in New Jersey and holds a bachelors degree in Communication from Monmouth University.
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来源:TechCrunch · AI · techcrunch.com