2025鏉窞AI绠楁硶鑸囧ぇ妯″瀷浜烘墠钖叕娲炲療鈥斺�斿皻璩㈤仈(d谩)鐛甸牠鍏徃鐧�(f膩)甯�
鐧�(f膩)甯冩檪(sh铆)闁擄細2025-12-17
涓�銆佽妤�(y猫)鑳屾櫙鑸囦汉鎵嶅競鍫存娉�
2025 骞存澀宸炰汉宸ユ櫤鑳界敘(ch菐n)妤�(y猫)鍛堢従(xi脿n)浜烘墠闇�姹傞珮閫熷闀疯垏钖叕鏁撮珨涓婂崌瓒ㄥ嫝锛岀壒鍒ユ槸鍦ㄧ畻娉曡垏澶фā鍨嬫柟鍚戜笂灏ょ偤椤憲銆傛斂绛栥�佷紒妤�(y猫)鎿�(ku貌)寮佃垏浜烘墠渚涢渶绲�(ji茅)妲�(g貌u)鍏卞悓椹�(q奴)鍕�(d貌ng)甯傚牬鐔卞害鏀�鍗囷細
· 鏉窞甯傛斂搴滅櫦(f膩)甯冨闋�(xi脿ng)AI鐢�(ch菐n)妤�(y猫)鎵舵寔鏀跨瓥锛屽寘鎷畻鍔涜(b菙)璨�銆佹ā鍨嬬爺鐧�(f膩)鐛�(ji菐ng)鍕�(l矛)銆侀珮灞ゆ浜烘墠鏀寔绛夛紝鍔犻�熸(g貌u)寤�AI鍓�(chu脿ng)鏂扮敓鎱�(t脿i)锛�2025鐗堝(sh铆)鏂芥柟妗堬級銆�
· 鏈湴浼佹キ(y猫)鑸囨柊鍓�(chu脿ng)鍏徃绌嶆サ鎿�(ku貌)寮�AI鐮旂櫦(f膩)鍦�(tu谩n)闅�(du矛)锛岀畻娉曡垏澶фā鍨嬪礂浣嶆垚鐐烘槬鎷涜垏鍏ㄥ勾闀锋湡鎷涜仒閲嶉粸(di菐n)銆�
浜屻�佹牳蹇冨礂浣嶈柂閰礊瀵�
浠ヤ笅钖叕浼扮畻鍩轰簬甯傚牬鎷涜仒鏇濆厜銆佺嵉鑱�/鏅鸿伅(li谩n)鏁�(sh霉)鎿�(j霉)銆佷紒妤�(y猫)瀵�(sh铆)鎴�(zh脿n)鐧�(f膩)甯冭垏琛屾キ(y猫)瓒ㄥ嫝缍滃悎鍒嗘瀽锛堢▍鍓�锛屼笅鍚岋級锛�
1. 鏍稿績绠楁硶鑸囧ぇ妯″瀷鐮旂櫦(f膩)
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宕椾綅
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钖叕鍗�(q奴)闁擄紙骞达級
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钖叕琛ㄧ従(xi脿n)鐗归粸(di菐n)
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绠楁硶宸ョ▼甯紙姗�(j墨)鍣ㄥ(xu茅)缈�(x铆)/娣卞害瀛�(xu茅)缈�(x铆)/NLP锛�
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40–100 钀�
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涓绘祦鎶�琛�(sh霉)鏍稿績宕椾綅锛岄珮绔彲閬�(d谩)120钀�+
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澶фā鍨嬬爺鐧�(f膩)宸ョ▼甯�
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60–130 钀�
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鍚弮鏁�(sh霉)瑾�(di脿o)瑭�銆佸劒(y艒u)鍖�銆佹灦妲�(g貌u)瑷�(sh猫)瑷�(j矛)绛夊ぇ妯″瀷鐮旂櫦(f膩)
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AI娣卞害瀛�(xu茅)缈�(x铆)鐮旂┒鍝� / AGI鏂瑰悜
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80–150 钀�+
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闋傚皷浜烘墠鑸囩鐮斿皫(d菐o)鍚戝礂浣嶉珮钖’钁楋紙濡�AGI鐮旂┒锛�
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甯傚牬瑙�瀵熻垏妗堜緥锛�
· 閮ㄥ垎鏉窞浼佹キ(y猫)鍦ㄥぇ鍨嬫嫑鑱樻渻(hu矛)涓婂叕闁嬬畻娉曞礂浣嶆湀钖�閬�(d谩)鍒�70,000鍏�銆�
· 鎷涜仒甯傚牬鍑虹従(xi脿n)鍗冭惉骞磋柂浜烘墠妗堜緥锛堝鐗瑰畾娣卞害瀛�(xu茅)缈�(x铆)鑸�AGI鐮旂┒鏂瑰悜锛�銆�
· 鏍℃嫑楂樼绠楁硶宕椾綅鍦ㄩ儴鍒嗗叕鍙歌柂璩囧彲閬�(d谩)60K–90K锛堟湀钖紝14钖埗锛�锛屽皪鎳�(y墨ng)骞磋柂绱�126钀�浠ヤ笂銆�
绱�(x矛)鍒嗚鏄�
· 鍩虹(ch菙)绠楁硶宸ョ▼甯�锛氶�氬父璧疯柂鍦�30–50钀�/骞�锛涘叿鍌欐繁搴﹀(xu茅)缈�(x铆)銆�NLP銆�CV绛夋牳蹇冩妧鑳借�呭彲椤憲涓婂崌銆�
· 澶фā鍨嬪伐绋嬪斧锛氫緷璩村ぇ瑕�(gu墨)妯¤〒(x霉n)绶�/瑾�(di脿o)鍎�(y艒u)缍�(j墨ng)椹�(y脿n)鑰呭叿鍌欐洿楂樿柂閰笂闄�銆�
· 楂樼礆鐮旂┒鑸囨灦妲�(g貌u)锛氱鐮旇儗鏅�銆佸崥澹韩浠芥垨鍙冭垏闁嬫簮/楂樺奖闊垮姏闋�(xi脿ng)鐩�呴��(j矛n)鍏ラ珮钖崁(q奴)闁撶殑姒傜巼鏄庨’鎻愬崌銆�
2. 鐩搁棞(gu膩n)鎶�琛�(sh霉)鑸囨敮鎸佸礂浣�
閫欎簺宕椾綅闆栭潪鐩存帴绠楁硶鐮旂櫦(f膩)鏍稿績锛屼絾鍦ㄥぇ妯″瀷鑸�AI鐢�(ch菐n)鍝佽惤鍦伴亷绋嬩腑鎵紨闂�(gu膩n)閸典綔鐢細
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宕椾綅
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钖叕鍗�(q奴)闁擄紙骞达級
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甯傚牬鐗瑰緛
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鏁�(sh霉)鎿�(j霉)宸ョ▼甯� / 鏁�(sh霉)鎿�(j霉)骞宠嚭宸ョ▼甯�
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35–80 钀�
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鏁�(sh霉)鎿�(j霉)闋�(y霉)铏曠悊銆佸钩鑷烘惌寤烘敮鎾�AI绯荤当(t菕ng)
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妯″瀷瑷�(x霉n)绶村伐绋嬪斧 / AI瑷�(x霉n)绶村斧
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30–65 钀�
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澶фā鍨嬭〒(x霉n)绶磋垏鍎�(y艒u)鍖栨敮鎸佸礂
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AI鐢�(ch菐n)鍝佺稉(j墨ng)鐞� / AI闋�(xi脿ng)鐩稉(j墨ng)鐞�
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50–100 钀�
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鎶�琛�(sh霉)鑸囨キ(y猫)鍕�(w霉)铻嶅悎宕椾綅锛岃妤�(y猫)闇�姹傚闀峰揩
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琛屾キ(y猫)瑙�瀵燂細
· AI鐢�(ch菐n)鍝佺稉(j墨ng)鐞嗚柂閰湪鏉窞鍦板崁(q奴)鍛堢従(xi脿n)绔剁埈鍔�锛岄儴鍒嗗牨(b脿o)鍛婃寚鍑鸿┎宕椾綅钖硣鎺ヨ繎鎴栭珮浜庢湰琛屾キ(y猫)骞冲潎姘村钩銆�
· 鏁�(sh霉)鎿�(j霉)宸ョ▼鑸�AI瑷�(x霉n)绶寸浉闂�(gu膩n)宕椾綅钖硣闆栫劧浣庝簬鏍稿績绠楁硶锛屼絾灏嶄簬妤�(y猫)鍕�(w霉)钀藉湴鑸囪(gu墨)?锛涱嚦鍝傛噲閭噐(ji脿)鍊�銆�
涓�銆佽柂閰奖闊垮洜绱犲垎鏋�
1. 鎶�琛�(sh霉)娣卞害鑸囩稉(j墨ng)椹�(y脿n)
· 鎿佹湁娣卞害瀛�(xu茅)缈�(x铆)銆佸ぇ妯″瀷瑷�(x霉n)绶存鏋跺(sh铆)韪愶紙濡�Transformer銆�GPT椤炴灦妲�(g貌u)锛夎�呰柂閰’钁楅珮浜庡熀绀�(ch菙)宸ョ▼甯�銆�
· 鍏峰倷璺ㄩ牁(l菒ng)鍩熻儗鏅紙绠楁硶+鐢�(ch菐n)鍝�/宸ョ▼绠＄悊锛夌殑寰�(f霉)鍚堝瀷浜烘墠鏇村鏄撶嵅寰楁敹鍏ユ孩鍍�(ji脿)銆�
2. 瀛�(xu茅)姝疯垏绉戠爺鑳藉姏
· 鍗氬＋銆佺ⅸ澹暍妤�(y猫)涓斿湪瑷�(j矛)绠楁(j墨)瑕栬銆�NLP鎴栫敓鎴愭ā鍨嬫柟鍚戞湁鐧�(f膩)琛�/闋�(xi脿ng)鐩稉(j墨ng)椹�(y脿n)鑰呴��(j矛n)鍏ラ珮钖崁(q奴)闁撴洿瀹规槗銆�
· 閮ㄥ垎楂樼绉戠爺宕椾綅鐢氳嚦鎻愪緵绉戠爺椤炴縺鍕�(l矛)锛堝鑲℃瑠(qu谩n)銆侀爡(xi脿ng)鐩崕(ji菐ng)閲戯級銆�
3. 浼佹キ(y猫)瑕�(gu墨)妯¤垏鎶�琛�(sh霉)鎴�(zh脿n)鐣�
· 澶у瀷骞宠嚭鑸�AI榫嶉牠浼佹キ(y猫)閫氬父鎻愪緵鏇寸┅(w臎n)瀹氫笖涓珮绔柂閰寘銆�
· AI鏂板壍(chu脿ng)鑸囬珮澧為暦鍏徃鍓囧彲鑳介�氶亷楂樿柂銆侀暦鏈熸縺鍕�(l矛)銆佺妇鏁堢崕(ji菐ng)閲戠埈濂汉鎵嶃��
4. 甯傚牬渚涢渶鑸囦汉鎵嶇鐖�
· 鎷涜仒鏁�(sh霉)鎿�(j霉)琛ㄦ槑AI宕椾綅闇�姹傜辜绾�(x霉)淇濇寔楂橀�熷闀凤紙鍚屾瘮澧為暦椤憲锛�銆�
· 浜烘墠渚涚郸鏁撮珨浠嶉洠瀹屽叏婊胯冻闇�姹�锛屽挨鍏跺湪鏍稿績绠楁硶鑸囧ぇ妯″瀷鏂瑰悜涓�锛屼緵涓嶆噳(y墨ng)姹傚皫(d菐o)鑷磋柂閰笂鍗�銆�
鍥�銆佽柂閰定鍕㈣垏甯傚牬灞曟湜锛�2025锛�
鐭湡瓒ㄥ嫝
· 绠楁硶鑸囧ぇ妯″瀷浜烘墠钖叕绻肩簩(x霉)鎻愬崌锛岀壒鍒ュ湪鏍稿績鎶�琛�(sh霉)鑸囧壍(chu脿ng)鏂伴爡(xi脿ng)鐩腑钖硣闋傜涓婃疾鏇撮’钁�銆�
· AI鐩搁棞(gu膩n)宕椾綅鎷涜仒閲忔寔绾�(x霉)鍎�(y艒u)浜庢暣楂旀妧琛�(sh霉)宕楀钩鍧囨按骞�銆�
涓湡瓒ㄥ嫝
· AI鐢熸厠(t脿i)閰嶅宕椾綅锛堟暩(sh霉)鎿�(j霉)宸ョ▼銆�AI鐢�(ch菐n)鍝佽垏鎳�(y墨ng)鐢ㄥ伐绋嬪斧锛夎柂閰┅(w臎n)姝ヤ笂鎻�(y谩ng)銆�
· 寰�(f霉)鍚堜汉鎵嶏紙鎶�琛�(sh霉)+鐢�(ch菐n)鍝�/闋�(xi脿ng)鐩鐞嗭級鍑虹従(xi脿n)闀锋湡钖叕绔剁埈鍎�(y艒u)鍕�銆�
浜烘墠娴佸嫊(d貌ng)鑸囧煿椁�(y菐ng)
· 瀵�(sh铆)缈�(x铆)鐢熻柂閰篃椤従(xi脿n)“楂樿柂鏁堟噳(y墨ng)”锛屾湀钖亷钀苟涓嶇綍瑕嬶紝瑾槑甯傚牬鏁撮珨灏嶄簬AI鍩虹(ch菙)鎶�鑳界殑閲嶈銆�
· 鏈湴楂樻牎鑸囦紒妤�(y猫)鍚堜綔鍩归(y菐ng)灏囬��(j矛n)涓�姝ョ珐瑙ｄ腑闀锋湡浜烘墠绲�(ji茅)妲�(g貌u)鎬х己鍙�銆�
浜�銆佸皪浼佹キ(y猫)鑸囩嵉闋缓璀帮紙灏氳尝閬�(d谩)瑕栬锛�
1. 妲�(g貌u)寤鸿柂閰搴︽(j墨)鍒�锛氳钃嬫牳蹇冪畻娉�銆佸ぇ妯″瀷鐮旂櫦(f膩)鑸囨敮鎸侀浜烘墠锛屽缓绔嬫竻鏅扮殑绛夌礆鑸囨縺鍕�(l矛)楂旂郴銆�
2. 閲嶈闀锋湡婵�鍕�(l矛)锛氬皪浜庣鐮斿瀷鍜岄珮璨㈢嵒(xi脿n)浜烘墠寮曞叆闀锋湡婵�鍕�(l矛)锛堝鏈熸瑠(qu谩n)銆侀爡(xi脿ng)鐩崕(ji菐ng)閲戯級銆�
3. 鍎�(y艒u)鍖栨嫑鑱樻笭閬�锛氬埄鐢ㄧ嵉闋恫(w菐ng)绲�(lu貌)娣卞叆鎺ヨЦ楂樼鍊欓伕浜猴紝鍚屾檪(sh铆)鑸囬珮鏍�銆佺鐮旀(j墨)妲�(g貌u)寤虹珛浜烘墠鍚堜綔銆�
4. 闂�(gu膩n)娉ㄤ汉鎵嶅煿椁�(y菐ng)锛氭姇鍏ュ収(n猫i)閮ㄥ煿瑷�(x霉n)锛屾彁鍗囩畻娉曞熀绀�(ch菙)鑸囨鏋跺(sh铆)鎴�(zh脿n)鑳藉姏锛涘皪鏁�(sh霉)鎿�(j霉)宸ョ▼鑸�AI鐢�(ch菐n)鍝佹柟鍚戝缓绔嬪伌(c猫)閺堜汉鎵嶆闅�(du矛)銆�