行业动态
x.com ·
@a16z (@a16z)
Databricks CEO 提出 AI 自我改进的四个必要条件
Databricks CEO Ali Ghodsi 在 a16z 对话中表示，AI 真正实现自我改进需同时满足四个条件：下一代模型训练所需资源更少、训练时间更短、模型智能水平提升，且这三项可反复叠加。他称 Databricks 约九成软件已由 AI 编写，但这与递归自我改进不同，并认为即使满足四条件也未必通向超级智能。
AI推荐理由 Databricks CEO Ali Ghodsi 在 a16z 播客中提出 AI 自我改进需同时满足四个条件：下一代模型训练资源更少、训练时间更短、智能水平提升，且三者可反复叠加；他同时指出 Databricks 约九成软件已由 AI 编写，但这不等于递归自我改进，并质疑该路径未必通向超级智能。内容为从业者观点而非新研究或产品发布，无量化证据，属概念讨论；对理解 AI 自我改进叙事有参考价值，但信息密度和时效性一般。
62
浏览 68,751
点赞 171
评论 27
转发 12
正文
Ali Ghodsi of @Databricks on the four conditions that would have to hold for AI to truly improve itself:
"The next model requires less resources, less GPUs to train... The second condition: the next model takes less time to train as well. Third, accuracy of the model, the intelligence is increasing. And fourth, we can do the former three again and again and again... All at the same time, not just any of them."
"If you just mean that the software is writing itself, we're already there today. Like 90-some percent of the software in Databricks is written by AI. Does it matter if the last few percent is also written by AI? No."
"If you're getting these four conditions, then you might get a speed-up where the next model, let's say, takes half amount of time and half the resources, and it is more intelligent... By the way, I don't even know if that necessarily leads you to superintelligence."
"A lot of people, their definition is just, 'Hey, if I'm not even coding anymore and it's coding itself'... I think they're conflating, 'Hey, what's my value and is it scary for me?' Versus, 'Hey, that then means we'll get that superintelligence that in 2014 was hypothesized by Bostrom.'"
@alighodsi @martin_casado @sarah_wang