You're operating in a different level of of the curve, right. I think that's one way of putting it. But I do want to get your your reaction to that open air and video deal, because it's all of it that's happening in the market right now.Right. And thank you for having me. It's great to be back.It's both surprising and in scale, but not surprising that it's happening. Number one, I think we're undershooting or underestimating how much compute we need for not only training, but for inference that growth, that ...

AI Evaluation Challenges - Current AI evaluations face problems [1] - Limitations exist in both AI and human-centric metrics for evaluating generative media [1] - Evaluating aesthetics and image/generative media is the hardest kind of AI evaluation [1] KREA.ai's Perspective - KREA.ai focuses on perceptual evaluations [1] - Krea's role involves rethinking evaluation and shaping the future of AI [1] - Krea issues a call to action regarding AI evaluation [1] Key Discussion Points - The discussion covers the historical context and compression in relation to AI evaluation [1] - The session emphasizes the importance of evaluating our evaluations [1]

Your investments also include Uber, Coinbase, but the air space, we think a perplexity. We also think of AI and let's just talk about that because it's recently been purchased by Metta which is on the hunt for deals, is on the hunt to lead in superintelligence. We could get more of that, Steve.Sure. Yeah, Good question. And thanks for having me on.You know, I think what's happening right now is, you know, his case is that they're looking to completely overhaul their their air research team and also their re ...

Generative Media Platform & Market Overview - File.ai 将自身定义为一个生成式媒体平台，专注于视频、音频和图像的生成 [1] - 生成式媒体正在改变社交媒体、广告、营销、时尚、电影、游戏和电子商务等行业，最终将影响所有内容 [10] - 广告行业预计将成为首批大规模受到生成式媒体影响的行业之一，行业规模预计将会扩大 [13] AI Model Development & Trends - 边缘计算的创作边际成本正在接近于零，但故事叙述和创造力仍然至关重要 [8][9] - 视频模型的使用率正在快速增长，从10月初的几乎为零增长到2月份的18%，并且持续增长，目前约为30% [25][26] - 视频模型预计将比图像生成市场大 100 到 250 倍，因为视频模型计算密集程度是图像的 20 倍，互动性是图像的 5 倍，并且将影响更多行业 [27] - 视频生成技术将朝着更快、更便宜的方向发展，最终实现实时视频生成，这将对用户互动方式产生重大影响，模糊游戏和电影之间的界限 [31] - 图像模型也在不断改进，例如 Flux context 和 GPT4o 引入了新的编辑功能和更好的文本渲染功能，为行业开辟了更多用例 [34] Applications of Generative Media - 个性化广告是生成式媒体的一个重要应用方向，可以针对不同的人口统计群体快速生成大量不同版本的广告，或者根据用户的浏览行为动态生成广告 [15] - 电子商务是生成式媒体的另一个重要应用领域，特别是虚拟试穿技术，许多零售商和初创公司都在采用这项技术 [21][22] - AI 正在帮助创建互动和个性化的体验，例如 A24 电影《内战》的互动广告活动，用户可以将自己的自拍照放在时代广场的玩具士兵上 [18][19]