AI 真的在思考嗎?從 AlexNet 到 ChatGPT,揭開深度學習的湧現祕密 episode artwork

EPISODE · Dec 23, 2025 · 6 MIN

AI 真的在思考嗎?從 AlexNet 到 ChatGPT,揭開深度學習的湧現祕密

from 觀測點·聲解高科技 · host Chloe & Ethan

ChatGPT 看起來像在思考,但拆開來其實只是巨量矩陣運算。那為什麼 AI 會突然變得這麼強?關鍵答案要回到 2012 年的 AlexNet。本集從影像辨識談起,解釋什麼是 kernel、embedding space 與湧現能力,並說清楚:AI 並不是理解世界,而是建立了一張超越人類語言的「概念地圖」。當模型規模不斷放大,我們真的還能理解它在做什麼嗎? -- Hosting provided by SoundOn

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AI 真的在思考嗎?從 AlexNet 到 ChatGPT,揭開深度學習的湧現祕密

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