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Back陳立武:AI算力短缺恐延續至2029年
陳立武:AI算力短缺恐延續至2029年
Tech
自由时报2 hours agoTech3 min readChinaView translation

陳立武:AI算力短缺恐延續至2029年

英特爾執行長陳立武與博通總裁陳福陽於星展亞洲前瞻峰會同台,深入探討半導體產業動態與AI結構性轉變。

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英特爾執行長陳立武與博通執行長陳福陽於新加坡星展亞洲前瞻峰會同台。陳立武預警AI算力供不應求將持續至2029年,並點出電力短缺與高資金成本為主要擴張瓶頸;陳福陽則分析客製化加速器將成關鍵,且AI核心價值正向應用端轉移。

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英特爾執行長陳立武與博通執行長陳福陽於星展亞洲前瞻峰會同台,探討半導體與AI發展。

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英特爾(Intel)執行長陳立武今出席「星展亞洲前瞻峰會」。

〔記者吳欣恬/新加坡報導〕英特爾(Intel)執行長陳立武、博通(Broadcom)總裁暨執行長陳福陽今在「星展亞洲前瞻峰會」中和星展集團執行總裁陳淑珊同台交流,深入探討半導體產業的最新動態,以及AI帶來的結構性轉變。陳立武提到,算力供不應求的情況預計會延續至2029年。

開場時,陳淑珊特別提及陳立武與陳福陽多年來深厚的同窗與工作情誼。兩人從早年共同生活、打拚的歲月,一路走到如今各自執掌全球科技巨頭。陳立武回顧,面對地緣政治、供應鏈波動以及各國監管挑戰,產業領袖之間的信任、合規經營與持續創新始終是企業穩健前行的核心。

談及當前市場最關注的人工智慧發展,陳立武指出,AI對於日常生活與工作效率的提升影響深遠,其長遠變革力甚至有望超越過往的網際網路革命。然而,由於各行各業導入AI的複雜性以及對運算資源的指數級需求,算力設施將持續面臨供給緊張,這波供不應求的短缺現象預計至少會延續至2029年。此外,除了晶片與記憶體瓶頸之外,電力短缺與資本成本上升也將成為產業發展的重要制約,高檔的資金成本更有可能成為後續AI擴張的主要瓶頸。

在技術發展與價值轉移方面,陳福陽分析,除了通用的繪圖處理器之外,針對特定大型語言模型工作負載量身打造的客製化加速器,在未來將扮演提升運算效率與成本效益的關鍵角色。雖然目前硬體與晶片製造商大幅受益於建置熱潮,但AI的核心長期價值正在向上游的應用端與前沿模型轉移。與此同時,亞洲憑藉其在半導體製造與硬體供應鏈中的堅實優勢,已在整體生態系中佔據有利地位,未來在AI應用領域亦具備顯著的成長潛力。

針對AI支出的永續性,兩位表示,企業大規模資本支出的長期合理性最終取決於實質的投資報酬率。隨著生成式AI在自動化流程、預測能力與生產力提升上展現具體商業效益,市場將在推動創新與管理安全風險之間取得平衡。兩位執行長最後強調,面對快速演進的技術浪潮與高昂的資金成本,領導者必須保持謙遜並做出明智決策,推動產業朝向更具可持續性與正面影響力的方向邁進。

What to Watch

AI outlook — possibilities, not facts

  • AI算力供不應求情況將持續至2029年

    Likely · Within months

Open Questions

  • 2029年後算力供需是否能達到平衡?
  • 高資本成本將如何具體影響企業AI投資?

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