Richard Sutton：仅靠暴力计算不够，智能科学远未完成
1000% agree with Sutton here. Having worked in AI for over a decade (pre-LLMs), it's clear we need...
Sutton 和一位十年 AI 老兵聊了 Transformer 的局限和下一阶段的算法方向，观点挺有干货的
Richard Sutton 在 X 上表示，暴力算力无法带来真正的智能，需要更聪明的新方法。Elvis Saravia 对此表示认同，认为 Transformer 只是触及皮毛，当前算法范式即将走向终点。他提醒关注 AI 中的恐惧言论时应回到算法基础和测量智能的科学严谨性上。
1000% agree with Sutton here. Having worked in AI for over a decade (pre-LLMs), it's clear we need...
1000% agree with Sutton here. Having worked in AI for over a decade (pre-LLMs), it's clear we need smarter methods for intelligence to truly compound in the way some of us envision it. To me, Transformers just scratched the surface. This arc is coming to an end; a new algorithmic paradigm is about to begin. The folks working on it are already quietly building. You just don't hear enough about them today. Some companies that heavily optimized for this arc will find out the hard way why that was a mistake. When I hear all the insane claims and AI fear-mongering driving most of the conversation around AI today, I constantly remind myself and others to go back to the science of AI: the algorithms, the foundations, the scientific rigor around measuring intelligence, etc. If you track research in this space, you already know the science is far from finished. Let's keep building. Richard Sutton @RichardSSutton Brute force computation is not enough for intelligence. Clever new methods are needed. The science of AI is far from finished. IMHO 🔗 View Quoted Tweet 💬 3 🔄 1 ❤️ 16 👀 1628 📊 5 ⚡
