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䪄遤䶰銳 鵳Ⰶ2026䎃OpenClaw涸埇瑟ⴀ⚆㹒デⰌ椕➃䊨兰腊姻䒭➢Chat傞去饥奉✫Act傞去ぐ⚺銳宇㉁割ⱄ〫⨞Agent罜僽䲀⸓Agent䧭⚹AI傞去倝涸馄紩Ⰶ〡GUIAgent⛲䧭⚹鵯♧确程务剒ꅾ銳涸騟䖈կGUIAgent姻㖈䒸封絩ㄐ⟁遤奉㕃䕎歲꬗⛓た涸痦♲妃➃纸❜匹ꬠㄐⰦ呍䗱僽鸑鵂UI湬䱹鵳遤乼⡲➢➃乼⡲纸㐼鲮ぢ纸㐼椚鍒䎇䪄遤➃涸䠑㕃⢪乼⡲禹絡㔐䔱欽䨪䠑㕃䪄遤罏涸劥餘կ鵯♧倰꬗䠑㄂满䔲⵸⟄䎾欽⚹呍䗱涸侨研㷐䀙㼜䕸䏀鄄䩧灶〥♧倰꬗䠑㄂满AgenticOS㼜䧭⚹倝涸馄紩Ⰶ〡կ鵯❈佖」㼜䕸䏀괇銻梡剣涸❡⚌欰䙖呔㽷䌄勻♰厅紩ⵆ涸䋑㖞纸麁կ 䏭㸙猰䪮僽Ⰼ椕곭⯓涸鴝続兰皾㛇炄霃倶剪⸉㉁⛲僽鵛䎃㕂ⰻ㘌湬곭㚖㟞Ɤ剒䘯涸鴝続✻宇㉁⛓♧կ2024䎃䏭㸙猰䪮㽠䒓映✫㖈GUIAgent곭㚖涸确程䎇⚂㖈2025䎃10剢封䋒✫GUIAgent❡ㅷLybic䧭⚹㕂ⰻ封䋒涸껷⚡㛇✵鴝続兰皾卹匬涸GUIAgent❡ㅷկLybic邉駈✫䏭㸙猰䪮㖈AgenticOS곭㚖涸䭨㕃⢪䏭㸙猰䪮䕎䧭✫⟄鴝続✻-GUIAgent-✻䩛纸/歏腰⚹⚺涸❡ㅷ⡤禹ⴲ姿匬䒊✫⟄鴝続兰皾⚹呍䗱涸AIⰌ叼㛇炄霃倶欰䙖կLybic⟄䏭㸙猰䪮涸鴝続兰皾⚹䏀䏠⟄尪盲⚹⥂ꥻ涸鵘遤梠㞯ꂁざⰌ垷㘗+Ⰼ䊨ⰨꝆ涸䒓佞欰䙖䕎䧭✫嬗猲紩䒁傞ծ넞㸝Ⰼ⥂ꥻծⰌ㖞兞鷓䎾涸❡ㅷ⠏⸷剣佪鍒Ɀ✫GUIAgent鵘遤鵂玐务꬗⚰涸䒁鵷Ɤծ礵䏞䊵ծ㸝Ⰼ⥂ꥻ⡛涸汥挿կ շ騗OSGUI兰腊⡤㛇炄霃倶涯淼⛼ո歋䏭㸙猰䪮ㄤꝀ㛇雦够翫ざ封䋒䲿ⴀ✫㼆GUIAgent涸封㾝梡朐ծ䪮助騟䖈ծ衅㖑㖞兞⿺劢勻⵸兞䲿ⴀ涸灇ⴼ♸䙼罌կ滚劅鸑鵂劥涯淼⛼♸Ⰼ椕➢⚌罏Ⱏず确雭鵯♧」ꬠ䚍䪮助涸劢勻䎇荝⸂✵鸑鵂帿罭GUIAgent䋑㖞⚹䲀⸓Ⰼ椕鸑欽➃䊨兰腊涸封㾝餑柄䏭㸙猰䪮⸂ꆀ㹊梡䏭㸙猰䪮⟄雮皾⸂偽㢅割㖈雮兰腊鍘䩛〳⿺涸⢪ㄐկ ➢鵶䱹⥌䜂奉䪄遤䠑㕃GUIAgentꅾ倝㹁⛐➃纸❜匹荈⸓⻊ ♳⚆紬❀⼧䎃去鴪暵薹倛吐雳涸〮䒓叻䘋满➃䊨兰腊嚋䙁姻䒭霣欰կ➢姼⟄た鸑鵂露鎊ծ錠錣瘝荈搬倰䒭㼆雦皾纸鵳遤乼⡲㹊梡溫姻涸兰腊⻊ㄤ荈⸓⻊➃纸匹⸓㽠䧭✫➃䊨兰腊遤⚌➢⚌罏騗馊剧⼧䎃涸Ⱏず湡叻կ2022䎃ChatGPT涸埇瑟ⴀ⚆雮➃碫鸑鵂荈搬露鎊♸纸㐼鵳遤❜匹䎇⚂䪄遤⟣⸉䧭⚹〳腊鵯⛲湬䱹⪶欰✫剒鵛♲䎃涸AIAgent⴯⚌掚惐կ ꥥ满❡⚌确程涸帿Ⰶ➢⚌罏鷶幯䠑霋奉䔲⵸⟄API⚹呍䗱騟䖈涸Agent騟絁㶸㖈ꦼ⟄鹫馊涸ꥻ烯♧僽銻渷桧櫕곯APIAgent넞䏞⣜饆API䱹〡ⴲ姿⠮雦Ⰼ椕䔲⵸➑剣割奉5%涸鲱⟝䒓佞✫模侮涸API䱹〡鵯⢪䖤Agent㖈侨ꆀ䊭㣐涸랱渱鲱⟝꬗⵸㼄姿ꦼ遤✳僽雩濼絶䏞烁緃㣟㢴侨APIAgent➑腊㖈侨研㽻꬗鵳遤❜匹⚗㣟✫歲꬗䋒㽷ծ㕃叻ꥧ弄瘝Ⱒꝶ涸錠錣♳♴俒⥌䜂♲僽騗欰䙖⼸⡲ⶶ鄬「ꣳ✵䱹〡㠗㘠吗絡Agent䖃䖃尺⚹⽀♧鲱⟝ⰻ涸⼱荈⸓䊨Ⱘꦼ⟄㢅椚騗䎂〵ծ騗䎾欽涸ꟋꝆ騟撑练⟣⸉կ鵯㽠鸣䧭✫䔲⵸Agent㢴侨僽⼱荈⸓兰腊⡤ꅾ撑ծ籖椫涸騗鲱⟝乼⡲鵮꨽銳➃䊨模䧭կ䚪涸勻霹⟄API⚹⚺銳騟䖈涸Agent➠搬尵⸅岁⯘剪䔲⵸雦皾纸遤⚌封㾝殆♴勻涸䒦氻⽰偽岁㼆烱晙⻊涸侨研鵳遤㢴垷䙖ծ㣐錞垷ծ騗䎂〵ծ荈⸓⻊涸靈欽ㄤ侮椚䎇⚂剒絊㹊梡兰腊⻊涸鳕ⴀկ 㖈瀊劍偽岁ꅾ匬Ⰼ椕鲱⟝欰䙖涸⵸䲿♴湬䱹鸑鵂㕃䕎歲꬗模䧭䠭濼♸乼⡲䧭⚹絗䒓䱹〡㠗㘠ծ㹊梡錞垷⻊荈⸓⻊涸ꅾ銳㹊梡騟䖈կGUIAgent僽♧猫㛇✵㢴垷䙖㣐垷㘗腊㢿垷䬾➃碫欽䨪鸑鵂錠錣䠭濼ㄤ垷䬾乼⡲湬䱹♸㢴畮㕃䕎欽䨪歲꬗鵳遤❜匹涸兰腊⡤կ㸐涸⠏⸷㖈✵䶓膴✫㼆API䱹〡ㄤRPA膃劥涸⣜饆鸑鵂䔂㣐涸錠錣露⛐椚鍒䩧灶✫䎾欽ꢂ涸侨研㔵插㹊梡✫溫姻涸騗Appծ騗䎂〵ծ騗欰䙖乼⡲կGUIAgent涸ⴀ梡㼜兰腊霃㢊➢ⵠ匣涸去瀦䪄遤罏鵳⻊⚹⾝崞涸䠑㕃去椚➃➢聊劥♳ꅾ㝕✫➃纸❜匹薴䒭僽➃碫鸑䖃鸑欽➃䊨兰腊麤騟♳涸ꅽ玐烵䒭騗馊կ 鵳Ⰶ2025䎃Ⰼ椕GUIAgent饋麤Ⰼ꬗野封Anthropicծ䗎鲱ծOpenAIծ㶶蒜騥⸓ծ꣚ꅽ䊼䊼瘝㕂꣢㕂ⰻ䊭㣢鿪䲀ⴀ✫GUIAgent❡ㅷ⡲⚹Ⰼ椕곭⯓涸鴝続兰皾㛇炄霃倶剪⸉㉁䏭㸙猰䪮⛲✵2025䎃䲀ⴀ✫㛇✵鴝続皾⸂卹匬涸GUIAgent㛇炄霃倶䎂〵❡ㅷLybic⚂佐蜦✫割⤺涸䋑㖞导ㆇկ 劥涯淼⛼㛇✵䏭㸙猰䪮鵛䎃㖈GUIAgent곭㚖涸䙼罌ծ确程ㄤ㹊騨帿䏞ⶆ區✫GUIAgent涸䋑㖞呔㽷ծ䪮助怵鵳騟䖈⿺Ⱒꝶ衅㖑㖞兞կ䧮⼜滚劅鸑鵂劥涯淼⛼⚹Ⰼ椕➢⚌罏䲿⣘♧⼝〳⿬罌涸衅㖑䭷⽂䎇荝⸂✵鸑鵂䭯絯帿罭鴝続AI㛇炄霃倶䲀⸓鸑欽➃䊨兰腊傍傈兜䟃⼪遤涰⚌կ 05 Agent➃䊨兰腊饥ぢ䎾欽涸Ⱒꝶ꣌媯AgentⰨ㢊䠭濼-Ɀ瘻-䪄遤꡻梠涸兰腊禹絡GUIAgentꅾ倝㹁⛐➃纸❜匹荈⸓⻊GUIAgentⰣ饰涸끮⸓㔔稇㢴垷䙖㣐垷㘗䄕饰ㄤ䋑㖞涸荈⸓⻊⼮紩꨽宠1.11.21.31.4 45 䩛纸鍘㾓⛓た涸⿶♧妃❜匹ꬠㄐ歏 腰  ➢ 鸑 欽 絊 畮 饥 ぢ⚡➃兰腊䊨⡲畀兰腊瑬䨥鵳⻊䧭⚹杝用涸兰腊絊畮OS欰䙖⿡App⻊勻⚰OS䧭⚹剒㣐涸崨ꆀⰆ〡遤玐錞够㢴遤玐ざ䎇騗䎂〵㐽唀絊絕封牰䫣ꝈⲸ㼱ꅾ撑⸣⸓㹊梡Ⰼ崨玐荈⸓⻊㹻䏭餒⸉盗椚騗䎂〵ծ荈⸓⻊侨研侮ざ餝暟崨玐➢猫虊奉餝暟涸Ⰼ荈⸓遰䱹3.13.23.33.43.53.63.73.8 16 霃雦䙼騟ㄤ䮋䧶呍䗱垷㗌鍒區⚺崨䪮助騟䖈2.12.22.3 54 AgenticOS傞去勻⚰꣖烯♸䮋䧶4.14.2 痦♧畎GUIAgentꅾ倝㹁⛐➃纸❜匹荈⸓⻊ 1.1 Agent➃䊨兰腊饥ぢ䎾欽涸Ⱒꝶ꣌媯 鵳Ⰶ2026䎃Ⰼ椕猰䪮곭郜ㄤ猰䪮Ⱆ尽䊺絑鴪䧭✫♧荝AI涸♴⼱㖞割ⱄ僽⽷垷㘗⿬侨罜僽⽷Agent涸衅㖑♸䪄遤կ㖈⴮⴮鵂⿡涸2026䎃NVIDIAGTC㣐吐♳랕➋⹋㼜AgenticAI䲀ぢ✫絟㼆涸C⡙䎇㼜Ⱖ㹁⛐⚹♴♧去雦皾䎂〵կ➢2025䎃䒓映゠䛸鴪⛲㼜➭涸䊨⡲ꅾ挿Ⰼ꬗鲮ぢ✫Agentic WorkflowsկOpenAI CEO㿋㨖·㤵暵削ծ涰䏞CEO勚䕖㸪⛲雩⚹➃䊨兰腊涸劢勻僽Agent䌄勻涸兰腊⡤衅㖑կAgent絛⚆歲䌄勻涸佖」絟割僽封僈✫♧猫刿耙僈涸翜㣔鲱⟝罜僽䰺饰✫♧㖞荈PCㄤ匹翫緸霣欰⟄勻剒䕸䏀涸➃纸❜匹薴䒭♸㉁⚌鲱⟝䕎䙖涸䏀㽻ꬠㄐկ 嫦♧㹻ITⰖ尽嫦♧㹻⟱⚌嫦♧㹻SaaSⰖ尽剒絊鿪㼜怵」䧭♧㹻AaaSAgentic-as-a-ServiceⰖ尽կ ˋˋ랕➋⹋2026䎃3剢GTC㣐吐 䧮雩⚹AI兰腊⡤䊨⡲崨㼜䲀⸓➃䊨兰腊涸䊭㣐鵳姿ˋˋ欨荛〳腊馄鵂♴♧去㛇炄垷㘗կ ˋˋ゠䛸鴪2024䎃3剢շThe Batchո⚁吃 ꥥ满ぐ猫AgentㄤOpenClaw涸埇瑟ⴀ⚆➃䊨兰腊涸封㾝ㄤ怵」騟䖈鷶姿」䖤幡兠կ⟄荈⚺腊⸂ㄤ岌⻊腊⸂⚹霉⟟叻ⲥ➃䊨兰腊涸封㾝絑鵂皾岁꣌媯ծ垷㘗꣌媯ծ兰腊⡤꣌媯ծ兰腊⡤欰䙖꣌媯䔲⵸姻㖈絑⾎➢垷㘗꣌媯ぢ兰腊⡤꣌媯涸䘯鸟封㾝ㄤ騗馊կꥥ满劢勻⟄OpenClaw⚹去邍涸ぐ碫Multi-Agent❡ㅷ涸ⴀ梡➃䊨兰腊剒絊㼜鵳Ⰶ㢴兰腊⡤絆䧭涸兰腊⡤欰䙖꣌媯կ兰腊⡤㼜聊研꨽宠⚺⸓模䧭ꟋꝆ騟ծ騗禹絡涸넞ꦼ䏞고湡佖」侮⚡➃碫爢吐涸⼸⡲䕎䙖կ 1.2 AgentⰨ㢊䠭濼-Ɀ瘻-䪄遤꡻梠涸兰腊禹絡 Agent饰彂✵䬘♨露agens霒聊ag-涸呍䗱巑⛐僽todotoact僽䬘♨露务匧Ⱘ遤⸓⸂涸♧⚡霒宨薉露务actծactionծactiveծagenda瘝霒㖲彂✵姼կAgent鵯⚡霒껷妃ⴀ梡㖈薉露务〳鷅彷荛14儻劍剒ⴲ⡲⚹岁䖒ㄤㆹ㷖涸助露鄄䒸欽⾲䠑⚹遤⸓罏ծ去椚➃կ20⚆紬务劍Agent♧霒䒓映鄄䎾欽✵雦皾纸猰㷖곭㚖欽✵䲽鶣腊荈⚺䪄遤暵㹁⟣⸉涸鲱⟝玐䎸㥵networkagentintelligentagent瘝կ 㖈AIAgent务Agent♧霒⡤梡✫AIAgent涸暵挿⽰傁⚹荈⚺遤⸓罏⛲僽去邍欽䨪遤匮涸去椚➃僽Ⱘ㢊䠭濼-Ɀ瘻-䪄遤꡻梠涸兰腊禹絡կAgent涸呍䗱㖈✵荈⚺䚍涸㟞䔂鵯猫㟞䔂涸呍䗱銳⛐僽〳⟄⿡杝用模䧭♧⚡䊨⡲蒜挿㖈厤⚡䊨⡲蒜挿Ⳝ⛖〳⟄Ⲹ㼱➃碫涸㹎呍雮侮⚡匮⟝涸崨玐㖈姼ⵠ模䧭꡻梠ず傞傞ꢂㄤꆄ꛸䧭劥꣭奉剒⡛կ霉⟟♧⚡AIAgent涸ꅾ銳叻ⲥ僽㖈崨玐♳涸蒜挿♳模䧭✫历⛎玐䏞涸荈⸓⻊կ 劥涯淼⛼㼆AIAgentꅷ欽靽姐涸㹁⛐⽰AIAgent〳鄄㹁⛐⚹♧猫䎾欽㸐鸑鵂錜㻋⚆歲䎇ⵄ欽䩛㣢〳欽涸䊨Ⱘꅷ》遤⸓⟄劍鴪䧭傁㹁湡叻կ兰腊⡤Ⱘ剣荈⚺䚍〳㖈偽꨽➃䊨䎁곫涸䞔ⲃ♴杝用鵘遤㽍Ⱖ䔲鄄餻✮僈烁湡叻䧴⟣⸉傞կ兰腊⡤鵮〳⚺⸓䲀鵳湡叻㹊梡鵳玐⽰⤑劢蜦䖤➃碫涸僈烁䭷⟁꧋⛲腊荈遤䲀椚♴♧姿䎾ꅷ》呢猫遤⸓⟄剒絊鴪䧭湡叻կ AIAgent㣐垷㘗錞够+雵䗴+䊨Ⱘ+遤⸓X ꥥ满㣐垷㘗涸鵳⻊䊨Ⱘㄤ呍䗱卹匬䪮助涸鵳姿AIAgent㹊梡✫䘯鸟涸封㾝呍䗱騟䖈♧僽鸑鵂㢴兰腊⡤ⴔ䊨ㄤ䊨⡲崨綘䱗꣭⡛㼆垷㘗封㾝腊⸂涸⣜饆✳僽➢俒劥ぢ㢴垷䙖鵳⻊䲀⸓㹊梡Ⰼ㚖䠭濼㟞䔂㼆梡㹊⚆歲涸䠭濼礵ⲥ䏞♲僽叻ⲥ⻊⼸雳ㄤ㢴垷䙖輑ざ瑲灶Ⱏず꣭⡛꧋䧭䧭劥կ➢遤⚌衅㖑䞔ⲃ溏䔲⵸〳珘㹁❜➰涸Agent腊⸂⚺銳꧋务㖈L2ˊL3꣌媯կ騗禹絡䪄遤腊⸂割駈僽꣖烯Agent鵳♧姿ぢ絆絉紩♸⴯倝紩怵鵳涸Ⱒꝶ㔔稇կ 1.3 GUI Agentꅾ倝㹁⛐➃纸❜匹荈⸓⻊ 1.3.1GUIAgent皍➝ GUIAgentⰌ獦⚹GraphicalUserInterfaceAgent务俒⚹㕃䕎欽䨪歲꬗兰腊⡤僽䭷♧猫㛇✵㣐垷㘗腊㢿垷䬾➃碫涸錠錣䠭濼ㄤ乼⡲遤⚹湬䱹鸑鵂霋ⵆ㾓䍋♳涸㕃䕎欽䨪歲꬗勻荈⚺錞够䎇䪄遤⟣⸉涸兰腊⡤⛲鄄獦⚹UIAgentVLAAgentկGUIAgent姻㖈䒸封絩ㄐ⟁遤奉㕃䕎歲꬗⛓た涸痦♲妃➃纸❜匹ꬠㄐⰦ呍䗱僽➢➃乼⡲纸㐼鲮ぢ纸㐼椚鍒䎇䪄遤➃涸䠑㕃剒絊㼜嶊抣䎾欽㷐䀙⢪乼⡲禹絡㔐䔱欽䨪䠑㕃䪄遤罏涸劥餘կ 1.3.2GUIAgent➃纸❜匹荈⸓⻊涸薴䒭ꬠㄐ GUIAgent鸑鵂䠭濼-䲀椚-䪄遤-导䙼涸模侮꡻梠㼜➃纸❜匹荈⸓⻊➢吗絡涸腚䓳膃劥䪄遤䲀ぢ兰腊荈⚺乼⡲涸倝넞䏞雮➃纸❜匹➢➃鷓ꂁ纸㐼ぢ纸㐼鷓ꂁ➃鲮」䕸䏀ꅾ㝕✫荈⸓⻊涸呍䗱鹤鳓♸䎾欽鴝歲կ ❜匹鹤鳓ꬠㄐ:➢錞太끮⸓奉椚鍒끮⸓絊絕膃劥⣜饆 吗絡➃纸❜匹荈⸓⻊㥵RPAծ膃劥䊨Ⱘ瘝呍䗱鿪僽炽綘瀦錞太➃䊨㹁⛐嫦♧姿乼⡲涸㔿㹁騟䖈劥餘僽纸㐼䪄遤곫霃䭷⟁կ罜GUIAgent⟄㢴垷䙖㣐垷㘗⚹呍䗱㹊梡椚鍒䒭❜匹劥餘僽纸㐼椚鍒䠑㕃た荈⚺Ɀ瘻կ •➢⫸稇䧴㗂叻⣜饆奉露⛐椚鍒吗絡倰呩絓㹁歲꬗⯋稇涸㔿㹁⡙縨䧴ID歲꬗䗎靈⽰㣟佪GUIAgent鸑鵂VLM鍒區歲꬗露⛐⽰⢪⯋稇⡙縨」⻊➠腊鸑鵂錠錣暵䖄礵ⲥ㹁⡙կ•➢⽀姿䭷⟁奉䠑㕃䬒鍒吗絡荈⸓⻊꨽欽䨪䬒ⴔ⟣⸉⚹䩧䒓ծ挿ⴁ瘝⽀姿䭷⟁GUIAgent〳湬䱹椚鍒荈搬露鎊䠑㕃㥵㢅椚劥ワꝈ㈒侨研鸑鵂LLM荈⸓䬒鍒⚹䲿》Excel侨研̔騗䎾欽㞅ⰆERP̔靈欽㕃邍䊨Ⱘ涸模侮崨玐欨荛荈⚺㢅椚务ꢂ䒗䌢կ•➢偽导껩꡻梠奉⸓䙖导䙼吗絡倰呩䪄遤㣟餕た꨽➃䊨䱗叅GUIAgent鸑鵂ⰻ溁杝涯㹊梡荈䧮索ꝡ㥵䪄遤䲿❜䫣Ꝉ⽀㣟餕傞荈⸓ⴔ區僽劢㞅䗳㞅고鵮僽䔀璬黫䮢䭽꛵䎇靈侮乼⡲騟䖈կ 欽䨪錭蒀ꬠㄐ➢乼⡲䪄遤罏奉䠑㕃Ɀ瘻罏ꅾ匬➃纸ⴔ䊨 •吗絡➃纸❜匹务欽䨪僽荈⸓⻊涸㥑ꦬ꨽⯓䬒鍒⟣⸉ծ㷖⛴䊨Ⱘ乼⡲ծ䩛⸓䱗叅ꝡ霴GUIAgent㼜欽䨪➢纸唒乼⡲务鍒佞⼮紩⚹䠑㕃鳕ⴀ罏+絕卓㹎呍罏կ•➢姿낢⚺㼋奉䠑㕃⚺㼋吗