企業曾爭相投入 AI,如今部分開始收縮
Companies rushed in on AI. Now some are pulling back
企業曾爭相投入 AI,如今部分開始收縮;作者認為,公司可能對這項新技術投入過度。LLM 本質上是文字系統,依靠 token 之間的統計關係生成內容,但連貫輸出不代表內容準確,也不會自動帶來新思想。作者指出,LLM 雖然非常實用,能力仍遠未達到宣傳所描述的水平。
I have a few thoughts on the whole LLM-AI thing you've probably heard parts of before:
1. Just because somebody tells you it's true and you really want it to be true, doesn't necessarily mean it's true. I see company ships crashing into the cliffs of reality.
2. An LLM is inherently a text-based system, would be great if we could drag thought and reason from the statistical relationship between tokens but that will only ever net us an average of what an association of concepts and words can ever mean, like a generated landscape of tiles rendered in a video game. Yes, each border is logically transitioning from one type to the next for a coherent render, and yet it will not automatically result in an accurate map of earth on these rules alone. To try to draw novel thought from this is like joining camp Orwell (and a bunch of others) in how language can define thought.
It is incredibly useful but nowhere close to the advertised abilities/ideas, and thus companies probably overcommitted on the shiny new tech which turned out to be shiny but not shiny enough.
來源:Hacker News:AI 熱帖 · news.ycombinator.com