AI 赋能制造业未来

湡䔶䒸鎊..............................................................................................................................................3欰䧭䒭➃䊨兰腊⛓假..........................................................................................................................5䎾欽㖞兞........................................................................................................................................6❇끩鷦✻猰䪮✻畮欰䧭䒭➃䊨兰腊........................................................................................................10絕露..............................................................................................................................................13 欰䧭䒭➃䊨兰腊AI姻鴽鸟ꅾ㝕梡➿⟱⚌㔔⚹Ⳝ⛖䨾剣遤⚌鿪㖈䱲程㥵⡦ⵄ欽欰䧭䒭➃䊨兰腊կCapgemini涸剒倝灇瑕邍僈55%涸ⵖ鸣⟱⚌湡⵸姻㖈䱲程欰䧭䒭➃䊨兰腊涸悶⸂Ⱖ⡮45%涸ⵖ鸣⟱⚌姻㖈鵳遤霚挿䊨⡲կ¹欰䧭䒭➃䊨兰腊➿邍满➃䊨兰腊䪮助涸굷駟ꅷ欽欰䧭䒭➃䊨兰腊〳⟄⚹ⵖ鸣⟱⚌䌄勻畊✰⠏⸷կIDC涸♧고灇瑕邍僈83%涸IT곭㼋罏雩⚹ⵄ欽⚌⸉侨䰘㼆欰䧭䒭➃䊨兰腊垷㘗鵳遤䗎靈㼜⚹➭⟌䌄勻儑衼涸畊✰⠏⸷ 搬罜湡⵸〫剣끩鷦✻猰䪮㼜欰䧭䒭➃䊨兰腊䒸Ⰶ㹐䨪侨䰘䨾㖈涸✻畮⢪ⵖ鸣⟱⚌腊㢿ꅺ佞Ⱖ」ꬠ悶⸂կ䒸 鎊끻끪欰䧭䒭➃䊨兰腊涸⸂ꆀ䲀⸓ⵖ鸣⚌」ꬠ 30%涸⟱⚌姻㖈匬䒊䨾꨽涸梡➿䊨⚌侨䰘卹匬կ2❇¹շHarnessing the Value of Generative AIոCapgemini2023䎃2Lang, JonathanշA Grounded Assessment of GenAI in Industrial OperationsոIDC2023䎃11剢 ⦶⸔欰䧭䒭➃䊨兰腊ⵖ鸣⟱⚌〳⟄ 䲿넞鲨ꢂ欰❡⸂ⵄ欽劼㐼俒咓ծ絶䫡雵䔶ㄤOT侨䰘刿䘯㖑霏倗ㄤ鍒Ɀ꡼곿կⲸ㼱プ䊨Ⰶ翟ㄤ㛆雲傞ꢂ蜦》絑낉⚪㺢涸プ䊨㖈劼唒㢕勇乼⡲倰꬗涸濼霋䎇⴯䒊倝プ䊨Ⰶ翟㛆雲ⰻ㺂կ佖鵳❡ㅷ䊨玐ⵖ鸣⟱⚌〳⟄ⵄ欽欰䧭䒭➃䊨兰腊勻⴯䒊ծ崵霚ㄤ㸤㊤❡ㅷ霃雦ծ㹊梡⚡䚍⻊ծ⴯䒊⾲㘗䎇⸈䘯嚋䙁낉霆勻綫瀊❡ㅷ♳䋑傞ꢂկ➢⸅Ⱆ㹔ⵌ䊨⾊鲨ꢂ欰䧭䒭➃䊨兰腊䧴㼜⚹ⵖ鸣⟱⚌䌄勻」ꬠ䚍涸䧭卓կ ➃䊨兰腊AI➃䊨兰腊僽雦皾劼猰㷖涸♧⚡곭㚖荝⸂✵鍒Ɀ鸑䌢♸➃碫兰䢴湱Ⱒ涸雩濼꡼곿⢾㥵㷖⛴ծ⴯鸣ծ㕃⫸霋ⵆ瘝կ欰䧭䒭➃䊨兰腊 欰䧭䒭➃䊨兰腊僽♧猫〳⟄欰䧭倝ⰻ㺂ㄤ䟝岁⺫䭍㼆霢ծ佦✲ծ㕃⫸ծ錠곸ծ갉⛙瘝涸➃䊨兰腊կ欰䧭䒭➃䊨兰腊歋㛇✵㣐ꆀ侨䰘鵳遤곫雲絅涸㣐㘗垷㘗䲿⣘佅䭯鵯❈垷㘗鸑䌢獦⚹FMկ劼㐼㷖⛴ML劼㐼㷖⛴僽♧猫䒓〄皾岁ㄤ絡雦垷㘗涸猰㷖雦皾劼禹絡⢪欽鵯❈皾岁ㄤ絡雦垷㘗䪄遤⟣⸉傞䨾呏䰘涸僽錞䖒ㄤ䲀椚罜ꬋ僈烁涸䭷⟁կ劼㐼㷖⛴㾩✵➃䊨兰腊涸♧鿈ⴔ⛲僽欰䧭䒭➃䊨兰腊涸㛇炄կ㛇炄垷㘗FM㛇炄垷㘗僽♧猫㛇✵㣐ꆀ侨䰘鵳遤곫雲絅涸劼㐼㷖⛴垷㘗〳腊⺫ゎ侨⟄⼧➉雦涸」ꆀ㔔姼腊㢿㷖⛴㢕勇涸嚋䙁鵳罜餻腊欰䧭䒭➃䊨兰腊䎾欽玐䎸կ助露곢濼䱲雭ꅷ欽欰䧭䒭➃䊨兰腊䨾꬗⚰涸䮋䧶•➢霚挿鲮ぢ欰❡•鷥䭊⼾馊涸넞䚍腊㛇炄垷㘗FM•⢪欽⚁剣侨䰘勻㟞䔂㛇炄FM䩧鸣♸⠍♶ず涸䎾欽玐䎸•⥂䫡侨䰘䎇䱽ⵖ侨䰘Ⱏ❧倰䒭•㛆雲➃プ䱍䳣鵯♧倝䪮助㣐⠍雩⚹㖈ꅷ欽欰䧭䒭➃䊨兰腊傞厤❈倰꬗⠔麁ⵌ䮋䧶Ⱖ⚥⺫䭍 霼絩絯ꢓ靀䱲程ⵖ鸣⚌䎾欽㖞兞鵯❈䎾欽㖞兞⚹䝠霥ꅺ✫❇끩鷦✻猰䪮㥵⡦⸔⸂餥絆絉雮䝠䘯鸟雩霋ⵌꅷ欽欰䧭䒭➃䊨兰腊䪮助涸⠏⸷鵳罜雮䝠腊㢿鲽匠鷅饮欨荛馄馊畊✰㼆䩛կ 㣐㘗露鎊垷㘗LLM㣐㘗露鎊垷㘗僽♧猫⢪欽侨♰➉⚡⽀霒鵳遤雲絅涸劼㐼㷖⛴垷㘗㔔姼鵯碫垷㘗腊㢿霋ⵆծ缺霖ծ곫崵䎇欰䧭俒劥ծ㕃⫸ծ갉⛙瘝ⰻ㺂կ嫱㥵BERTծGPTծPaLMծBLOOMծLLaMAㄤChinchilla㽠鿪㾩✵㣐㘗露鎊垷㘗կ 4 欰 䧭 䒭 ➃ 䊨 兰 腊 ⛓ 假㥵⡦䒓゗䝠涸欰䧭䒭➃䊨兰腊⛓假銳䟝䧭⸆ꅷ欽ㄤ鍒ꝉ欰䧭䒭➃䊨兰腊涸㥩㢅꨽銳欽㼆瘻殜կ⟄♴姿낢剣⸔✵餥絆絉䖎㥩㖑䒓゗欰䧭䒭➃䊨兰腊⛓假 1霃㹁湡叻䝠僽や꨽銳⸈䘯㷖䖝Ⰶ翟鸟䏞ծ䲿넞劼㐼〳欽䚍䧴䲿⼮❡ㅷ餘ꆀ➢♧䒓㨤㽠霃㹁僈烁涸湡叻倰腊⥂䭯礵⸂꧋⚥䎇♧騟騈驶鵳㾝䞔ⲃկ❇끩鷦✻猰䪮㹊梡✫欰䧭䒭➃䊨兰腊涸兜⿺⻊雮⟣⡦錞垷涸ⵖ鸣⟱⚌鿪腊ꅾ㝕Ⱖ❡ㅷծ崨玐ㄤ⡤낉կ 2烁㹁Ⱘ⡤涸㹊꣢䎾欽㖞兞㖈㹊倶䪮助⛓⵸烁㹁䎇⢪欽ⵖ鸣⚌剒⢕㹊乼勻䪪ⴀ㖈絆絉ⰻꅷ欽欰䧭䒭➃䊨兰腊涸剒⢕㖞䨾կ3鷥䭊剒鷓ざ荈魧䎾欽玐䎸涸㛇炄垷㘗䝠僽䎾霪ⵄ欽梡剣垷㘗鵳遤匬䒊鵮僽➢㣢䒓㨤㹁ⵖ䫈䧴⚙罏Ⱟ罜剣⛓歋✵♶ず涸㛇炄垷㘗ぐ剣ぐ涸⠏⸷㔔姼銳⟄䒓佞涸䙖䏞鵳遤鷥䭊կ ♸⚁㹻䶀䩛♸⫸❇끩鷦✻猰䪮䧴❇끩鷦✻猰䪮欰䧭䒭➃䊨兰腊腊⸂ざ⡲⠑⠶鵯呋涸⚁㹻 䶀 䩛 䝠 〳 ⟄ ꧋ ⚥ 礵 ⸂ 㹊 梡 湡 叻罜♶䗳㼜礵⸂嵠餩㖈盗椚䪮助倰꬗կ❇끩鷦✻猰䪮剣满20䎃涸➃䊨兰腊䫏餴ㄤ⴯倝絑⾎䧮⟌♧㥵傁䖃翴霼✫䧭⼪♳♰涸劼㐼㷖⛴䊨玐䋗勻⼸⸔⟱⚌䒓〄䎇㹊倶欰䧭䒭➃䊨兰腊瘻殜⺫䭍㧆㊤㢅椚㛇炄霃倶岤䠑✲고ㄤ麤䗞䕧ㆇ瘝կ 5 䎾 欽 㖞 兞雮欰䧭䒭➃䊨兰腊⚹ⵖ鸣⟱⚌䨾欽⟄♴Ⳝ鿈ⴔ䱲雭✫♲碫䎾欽㖞兞鵯❈䎾欽㖞兞霥ꅺ✫欰䧭䒭➃䊨兰腊㥵⡦佖鵳❡ㅷ䊨玐ծ䲿넞❡ꆀ⟄⿺⠏⻊プ䊨㛆雲ㄤ欰❡⸂կ 䱲程⠏⻊涸霃雦倰呩欰䧭欽✵垷䬾涸ざ䧭侨䰘կ⸈䘯欰❡꡼곿⥝㢕⠏⻊鵘蠒佪桧կ ⵄ欽欰䧭䒭➃䊨兰腊끮⸓涸翜㣔劼㐼➃勻䭷㼋ⵖ鸣劼唒涸⢪欽կ 㽴盗䧮⟌㢴䎃勻♧湬㖈欽✵欰䧭䒭霃雦涸Fusion❡ㅷ⚥鵘欽❇끩鷦✻猰䪮䪮助⡎䧮⟌剒鵛䲀ⴀ✫ProjectBernini鵯僽♧猫Ⰼ倝涸欰䧭䒭➃䊨兰腊垷㘗〳⟄呏䰘✳絶㕃⫸ծ㢴⚡錠㕃䧴俒劥䲽鶣⴯䒊⸆腊䚍♲絶㼆韌կBernini僽⢪欽侨涰♰猫♶ず涸♲絶䕎朐鵳遤雲絅涸〳⟄欰䧭鷓欽✵䒊瘰ㄤ❡ㅷ霃雦䎾欽涸鹦溫暟⡤կSteve HooperAutodesk涸霃雦♸ⵖ鸣鲱⟝䊨Ⱘ鿈꡶ⶰ䚪鄪 䎾 欽 㖞 兞1❡ ㅷ 䊨 玐刿䘯䒓〄ⴀ刿ⴀ蒀涸倝霃雦䔲➚涸ⵖ鸣Ⱆ぀꬗⚰满霽㢴䮋䧶傁銳䎾㼆劥㖑霃㢊ꣳⵖծ鵴玐禹絡霄꡼⿶銳♶倗⴯倝⟄⥂䭯畊✰⸂կ欰䧭䒭➃䊨兰腊雮ⵖ鸣⟱⚌腊㢿䘯鸟剣佪㖑䱲程⼾馊涸霃雦倰呩勻㣐䌴䏞Ⲹ㼱䧭劥ծ勞俱⟄⿺勇✉偽畎涸䞔ⲃ䎇㽴〳腊綫瀊霃雦傞ꢂ⠏⻊欰❡倰岁罜Ⱖ鳕Ⰶⰻ㺂ㄤⵖ紨㔔稇涸侨ꆀ⛓㢴馄ⴀ✫➃碫涸䟝韌կ霃雦悶⸂鸑鵂㼜➃䊨兰腊♸넞䚍腊雦皾HPC湱絕ざ欰䧭䒭➃䊨兰腊ꅾ㝕✫♶ず涸❡ㅷ絆⟝➢罜䮔䱡倝㘗⴯倝霃雦կ侨䰘꧋ⴔ區欰䧭䒭➃䊨兰腊〳⟄䘯鸟ⴔ區㣐㘗侨䰘꧋鵯㼜剣⸔✵餥絆絉〄梡刿㢴劼⠔勻佖鵳❡ㅷծ刿䘯㖑ⵖ鸣䧴⸈䊨❡ㅷ䎇綫瀊❡ㅷ♳䋑傞ꢂկ姼㢪欰䧭䒭➃䊨兰腊鵮〳⟄⴯䒊ざ䧭䒭侨䰘꧋勻鵘遤礵烁涸垷䬾雮⟱⚌腊㢿刿礵ⲥ㖑㸤䧭❡ㅷ霃雦䎇Ⲹ㼱㼆暟椚⾲㘗涸꨽宠կ 7 䎾 欽 㖞 兞2欰 ❡剒㣐ꣳ䏞㖑Ⲹ㼱⨢劼傞ꢂ䎇⠏⻊欰❡♧湬⟄勻剣佪涸侨䰘瘻殜㨤絊僽ⵖ鸣⚌䪈㣐欰❡涸㛇瀖կⵖ鸣⟱⚌鸑鵂㼆⽰傞侨䰘鵳遤鷓䔲涸盗椚ծⴔ區ㄤ乼⡲〳⟄䲿넞欰❡⸂ծ䲿넞餘ꆀ䎇㣐䌴䏞䲿넞劼㐼涸〳欽䚍կ❇끩鷦✻猰䪮✻畮䊨⚌侨䰘綘絉卹匬IDF鍒Ɀ倰呩ⵄ欽♶ず涸侨䰘碫㘗⸈⟄侮ざ勻⴯䒊〳䪈㾝⚂㸤侮絡♧涸劼ⵖկ㥵姼♧勻❇끩鷦✻猰䪮㹐䨪㽠〳⟄絑崸ծ㸝Ⰼㄤ⤑䰦㖑蜦》넞餘ꆀ侨䰘꧋➢罜⚹䊨⚌侨㶶⻊鲮㘗ㄤꅷ欽欰䧭䒭➃䊨兰腊㤭㹁㛇炄կ鵯❈侨䰘꧋剣⸔✵佖鵳❡ㅷ餘ꆀծ傈䌢絶䫡ծ暟俱盗椚䎇㹊梡鵂玐⠏⻊կ鸑鵂䘯鸟䲿爙プ䊨〳腊涸崨玐ㄤ劼㐼佦ꥻ䱗ꤑ姿낢綫瀊⥝㢕欰❡꡼곿䨾꨽涸傞ꢂ䎇䲿넞鵘蠒䛪㢕腊⸂կ鸑鵂ⴔ區侨⼧䎃涸欰❡侨䰘䎇⚹乼⡲プ䲿⣘⠏鷥⿬侨䒊雳⠏⻊劼㐼欰❡桧կ剒たⵄ欽ざ䧭㕃⫸侨䰘勻䘯鸟ⲥ烁㖑雲絅雦皾劼錠錣CV垷㘗➢罜䲿넞❡ㅷ餘ꆀㄤ鵘蠒佪桧կ 欰䧭䒭➃䊨兰腊佖」✫康䧬錞ⴭ...㽠⫸暟俱獴⸓ㄤ劼㐼➃䪮助佖」✫ⵖ鸣⚌♧呋...歋❇끩鷦✻猰䪮䲿⣘佅䭯涸欰䧭䒭➃䊨兰腊姻㖈䲿⣘⿺傞涸剒⢕㹊騨ծ劼匬絑낉ㄤ㹊傞峯㻋⢪GPプ䊨腊㢿⨞ⴀ⠏猖涸Ɀ瘻կSteven BakalarÂÚäçÜÞ֒ËÖØÞĝØ涸侨㶶⻊鲮㘗鿈꡶ⶰ䚪鄪Amazon QuickSightⰌ倝㛇✵Q涸綘ⱗ⡤낉〳⟄蒜溁㣐ꆀ傞ꢂ偽꨽⨢♴勻⿬罌⽰〳⴯䒊雦皾䘯鸟匬䒊㕃晙搬た⠏⻊㕃晙ッ梡佪卓勻蜦䖤礵烁涸⡤낉䨾剣鵯❈㖲⢪欽荈搬露鎊㸤䧭կChristoph Albrecht㹈끩꧋㔙侨䰘䊨玐♸ⴔ區⚁㹻ÂÚäçÜÞ֒ËÖØÞĝØꦬ㾩✵Koch Industries僽繠㕂涸♧㹻紺崰ㄤ鸣紺Ⱆ぀䚪鿈⡙✵⛠屛❇䊜涸❇暵Ⱎ㣐կ霪Ⱆ぀⢪欽❇끩鷦✻猰䪮䲿⣘佅䭯涸欰䧭䒭➃䊨兰腊翜㣔劼㐼➃⚹劼㐼乼⡲プ䲿⣘佦ꥻ䱗ꤑ䭷㼋⼸⸔乼⡲プ擿䜪㢕勇涸劼㐼乼⡲䎇䪪ⴀ꡼곿涸呏劥⾲㔔➢罜㼜唬程佦ꥻ䱗ꤑ䭷㼋涸傞ꢂ➢侨㼭傞綫瀊ⵌ侨ⴔꛦ䎇㣐㣐Ⲹ㼱✫ぢ넞紩➃プ♳䫣涸妃侨կ㖈㹈끩꧋㔙⼓㚖⚁㹻〳⟄㖈欰䧭䒭➃䊨兰腊涸䌐⸔♴⚁岤✵⠏⻊侮⚡⣘䎾Ꝇ涸䎽㶸➢罜⠏⻊ⵖ鸣  8 䎾 欽 㖞 兞3プ 䊨 㛆 雲 ㄤ 欰 ❡ ⸂䲿넞プ䊨涸䊨⡲佪桧雮倝プ䊨刿䘯Ⰶ翟欰䧭䒭➃䊨兰腊䲿⣘佅䭯涸翜㣔劼㐼➃ㄤ贞䬾⸔䩛〳⟄⚹プ䊨䲿⣘Ⰼ㣔⦫佅䭯㔐瘷꡼곿䎇ꥥ傞㽠㢕勇涸劼㐼霃縨䲿⣘䭷㼋➢罜⠏⻊欰❡ㄤ餘ꆀկ荈⸓欰䧭䎇刿倝⺫ゎ䌢錛꡼곿ծ剒⢕㹊騨ㄤ佦ꥻ䱗ꤑ䪮䊫涸濼霋䎽㛆Ⱞ䭯絯㷖⛴ㄤ佖鵳涸俒⻊կ䔲劼㐼烁㹊ⴀ梡꡼곿傞ⵄ欽欰䧭䒭➃䊨兰腊䲿爙〳腊涸絶⥝玐䎸ծ㢊⟝ㄤ絶䫡䲃倶⟄綫瀊䎂㖲絶⥝傞ꢂⲸ㼱ぢ絑낉⚪㺢涸䪮助➃プ荝歏涸♳䫣妃侨կMerck⢪欽❇끩鷦✻猰䪮剪⸉ㄤ欰䧭䒭➃䊨兰腊⴯䒊ざ䧭㕃⫸侨䰘꧋⼸⸔雲絅劼㐼㷖⛴垷㘗勻唬崵ⵖ鸣緃ꤴ➢罜㼜ぐ❡ㅷ絁涸霴ⴼ桧䚪⡤꣭⡛✫50%⟄♳կ✫鍒霫䞔› Amazon Bedrock⢪䧮⟌腊㢿ⵄ欽欰䧭䒭➃䊨兰腊㛇✵遤⚌䎾欽㖞兞鵳遤䘯鸟⴯倝կ䧮⟌㼜㖈❇끩鷦✻猰䪮涸欰䧭䒭➃䊨兰腊⸆腊䎂〵♳䵨䒊劢勻涸TechnicianAI Assistant鵯呋涸♧⚡⸔䩛㼜ⵄ欽㢕勇涸䪮助俒咓ㄤ呩⢾䎽勻⸈䘯䲀鵳梡㖞涸㹐䨪剪⸉կAmy Chen鸑⸂Ⱆ぀涸CIO✫鍒KONEⰖ぀㥵⡦ⵄ欽欰䧭䒭➃䊨兰腊⢪嚁㸙刿兰腊ծ刿✽翫✽鸑կ錜溏錠곸› 9 2.⯎ⴔⵄ欽䝠涸㹈餥侨䰘鸑鵂鵶䱹ⵌ⟱⚌侨䰘㶸⪰䎽䎇⟄剣鹤鳓涸倰䒭宨䚪侨䰘ծⴔ區馋⸷ㄤ䒓㾝剣Ⱒ侨䰘涸㼆霢Amazon Q⢪プ䊨腊㢿鲽匠㖑蜦䖤剣Ⱒ⚌⸉侨䰘⢾㥵Ⱆ぀佟瘻ծ㉁ㅷ⥌䜂ծ⚌⸉䧭佪ծ➿瀦䎽ծ絶䫡乼⡲ㄤⰦ㸐雽㢴⚺곿꡼곿涸鍒瘷կ3.⸈㣐䫏Ⰶ傞ꢂ鵳遤⴯倝ծ⽑䰘䊵䒗⻊⠏⸷❇끩鷦✻猰䪮剪⸉⚹䝠涸䒓〄➃プ䲿⣘涸僽刿ⴀ蒀涸⸆腊⟄⿺刿㢴涸匬䒊傞ꢂկAmazon Q䒓〄罏晜〳㹊傞⚹䒓〄➃プ欰䧭➿瀦䒊雳雮Ⱖ刿䘯㖑⴯鸣⟟⧩ず傞꣭⡛굥ꤗկAmazon QuickSightㄤAmazon Q in QuickSight〳鸑鵂䪄遤䶰銳ծⰌ倝涸䞔兞䠭濼侨䰘꡼瘷⡤낉⟄⿺〳㹁ⵖ涸❜✽䒭侨䰘佦✲雮䝠涸⚌⸉欽䨪刿鲽匠㖑椚鍒侨䰘➢罜剣⸔✵➢峯㻋⚥䲀⸓Ɀ瘻կ ❇ 끩 鷦 ✻ 猰 䪮 ✻ 畮 欰 䧭 䒭 ➃ 䊨 兰 腊ⵄ欽❇끩鷦✻猰䪮✻畮欰䧭䒭➃䊨兰腊ꅾ㝕劢勻❇끩鷦✻猰䪮鸑鵂㢴猫倰䒭⸔⸂ⵖ鸣⟱⚌ⵄ欽欰䧭䒭➃䊨兰腊䲿넞欰❡⸂䎇㹊梡鲮㘗 1.鲽匠匬䒊ㄤ䪈㾝欰䧭䒭➃䊨兰腊䎾欽玐䎸A