智谱AI讨论记忆功能在通用AI代理中的实用性
memory has been a hot topic for the past ~2 years every time we bring it up or do anything there, g...
智谱AI的工程师分享了对记忆功能实用性的看法,说这个功能在通用AI代理里可能不太好用,但对重复性任务有帮助。
智谱AI认为记忆功能在过去两年备受关注,但难以产品化。核心难点在于决定“记住什么”的逻辑,这通常与应用特定或通过提示词实现,难以标准化。记忆对重复性任务有用,但对通用AI代理和高频使用的编程助手效果不佳。
memory has been a hot topic for the past ~2 years every time we bring it up or do anything there, g...
memory has been a hot topic for the past ~2 years every time we bring it up or do anything there, gets ton of interest, but nothing sticks few takes on why below: - how to update and then use memory needs to be pretty tightly integrated with the harness. so its hard to build a standalone memory product - the hardest part of memory is the logic of deciding what to remember. storing and even querying memory is not necessarily hard. the logic of deciding what to remember is often (a) application specific, (b) just prompting, which makes it hard to productize - memory is not that useful in a general purpose agent, but more for when you are doing repeated tasks. more high usage ai agent are not just doing the same task repeatedly - memory hasnt really proven to be useful for coding agents, and most agent things that take off happen first in coding agents David Cramer @zeeg I continue to believe memory is the most interesting and under invested space right now 🔗 View Quoted Tweet 💬 0 🔄 0 ❤️ 0 👀 376 ⚡
- 量子位12:47原文