銆愬墠娌挎妧鏈€?021骞碅I灏嗘敼鍙樺埗閫犱笟鐨?澶у簲鐢ㄨ秼鍔军/p>

杩欓噷鏄爣棰樹竴h1鍗犱綅鏂囧瓧


濡備粖鍒堕€犺涓氭祦琛岀殑鏄粈涔圏span lang="EN-US">?鎴戞兂锛岃繖鍙皯涓嶄簡“鏁板瓧杞崲”銆?ldquo;宸ヤ笟4.0”銆?ldquo;浜哄伐鏅鸿兘(AI)...

 

AI濡備綍鏀瑰彉鍒堕€犱笟銆侟/span>



鈻嶄竴銆佺敤浜庣己闄锋娴嬬殑娣卞害瀛︿範

 

鍦ㄥ埗閫犱腑锛岀敓浜х嚎涓殑缂洪櫡妫€娴嬭繃绋嬪彉寰楄秺鏉ヨ秺鏅鸿兘銆傛繁搴︾缁忕綉缁滈泦鎴愪娇璁$畻鏈虹郴缁熷彲浠ヨ瘑鍒濡傚埉鎿︼紝瑁傜汗锛屾硠婕忕瓑琛ㄩ潰缂洪櫡銆侟/span>

 

閫氳繃搴旂敤鍥惧儚鍒嗙被锛屽璞℃娴嬪拰瀹炰緥鍒嗗壊绠楁硶锛屾暟鎹瀛﹀鍙互璁粌瑙嗚妫€鏌ョ郴缁熸潵鏉ヨ繘琛岀粰瀹氫换鍔$殑缂洪櫡妫€娴嬨€傜粨鍚堜簡楂樺厜瀛﹀垎杈ㄧ巼鐩告満鍜孅span lang="EN-US">GPU锛屾繁搴﹀涔犻┍鍔ㄧ殑妫€娴嬬郴缁熷皢姣斾紶缁熸満鍣ㄨ瑙夊叿鏈夋洿濂界殑鎰熺煡鑳藉姏銆侟/span>

 

渚嬪锛屽彲鍙e彲涔愭瀯寤轰簡鍩轰簬AI鐨勮瑙夋鏌ュ簲鐢ㄧ▼搴忋€傝搴旂敤绋嬪簭璇婃柇璁炬柦绯荤粺骞舵娴嬮棶棰橈紝鐒跺悗鎶婃娴嬪埌鐨勯棶棰橀€氱煡缁欐妧鏈笓瀹讹紝鍔╁姏涓撳閲囧彇杩涗竴姝ョ殑鎺柦銆侟/span>



鈻嶄簩銆侀€氳繃鏈哄櫒瀛︿範杩涜棰勬祴鎬х淮鎶|/span>

 

涓庡叾鍦ㄥ彂鐢熸晠闅滄椂杩涜淇鎴栧畨鎺掕澶囨鏌ワ紝涓嶅鍦ㄥ彂鐢熼棶棰樹箣鍓嶈繘琛岄娴嬨€侟/span>

 

閫氳繃鍒╃敤鏃堕棿搴忓垪鏁版嵁锛屾満鍣ㄥ涔犵畻娉曞彲浠ュ井璋冮娴嬫€х淮鎶ょ郴缁熶互鍒嗘瀽鏁呴殰妯″紡骞堕娴嬪彲鑳界殑闂銆?mdash;—褰撲紶鎰熷櫒璺熻釜璇稿婀垮害锛屾俯搴︽垨瀵嗗害涔嬬被鐨勫弬鏁版椂锛岃繖浜涙暟鎹皢閫氳繃鏈哄櫒瀛︿範绠楁硶杩涜鏀堕泦鍜屽鐞嗐€侟/span>

 

 

鏍规嵁棰勬祴鐩爣锛屽鏁呴殰涔嬪墠鐨勫墿浣欐椂闂达紝鑾峰彇鏁呴殰姒傜巼鎴栧紓甯哥瓑锛屾湁鍑犵鏈哄櫒瀛︿範妯″瀷鍙互棰勬祴璁惧鏁呴殰锛欬/span>

 

鈶犮€侀娴嬪墿浣欎娇鐢ㄥ鍛键span lang="EN-US">(RUL)鐨勫洖褰掓ā鍨嬨€傞€氳繃鍒╃敤鍘嗗彶鏁版嵁鍜岄潤鎬佹暟鎹紝姝ゆ柟娉曞彲浠ラ娴嬫晠闅滀箣鍓嶈繕鏈夊灏戝ぉ銆侟/span>

 

鈶°€佺敤浜庡湪棰勫畾鏃堕棿娈靛唴棰勬祴鏁呴殰鐨勫垎绫绘ā鍨嬨€備负浜嗗畾涔夋満鍣ㄥ皢瑕佸け鏁堢殑鏃堕棿锛屾垜浠彲浠ュ紑鍙戜竴涓ā鍨嬶紝璇ユā鍨嬪皢鍦ㄥ畾涔夌殑澶╂暟鍐呴娴嬪け璐ャ€侟/span>

 

鈶€佸紓甯告娴嬫ā鍨嬪彲浠ユ爣璁拌澶囥€傝繖绉嶆柟娉曞彲浠ラ€氳繃璇嗗埆姝e父绯荤粺琛屼负鍜屾晠闅滀簨浠朵箣闂寸殑宸紓鏉ラ娴嬫晠闅溿€侟/span>

 

鍩轰簬鏈哄櫒瀛︿範鐨勯娴嬫€х淮鎶ゆ墍甯︽潵鐨勪富瑕佸ソ澶勬槸鍑嗙‘鎬у拰鍙婃椂鎬с€傞€氳繃鎻ず鐢熶骇璁惧涓殑寮傚父锛屽垎鏋愬叾鎬ц川鍜岄鐜囷紝鍙互鍦ㄦ晠闅滃彂鐢熶箣鍓嶄紭鍖栨€ц兘銆侟/span>

 

鈻嶄笁銆佷汉宸ユ櫤鑳藉皢鎵撻€犳暟瀛楀弻鑳炶儙

 

鏁板瓧瀛敓鏄墿鐞嗙敓浜х郴缁熺殑铏氭嫙鍓湰銆傚湪鍒堕€犻鍩燂紝瀛樺湪鐫€鐢辩壒瀹氭満姊拌祫浜э紝鏁翠釜鏈烘绯荤粺鎴栫壒瀹氱郴缁熺粍浠剁粍鎴愮殑鏁板瓧鍙岃優鑳庛€傛暟瀛楀弻鑳炶儙鐨勬渶甯歌鐢ㄩ€旀槸鐢熶骇杩囩▼鐨勫疄鏃惰瘖鏂拰璇勪及锛屼骇鍝佹€ц兘鐨勯娴嬪拰鍙鍖栫瓑銆侟/span>

 

涓轰簡鏁欐暟瀛楀鐢熸ā鍨嬩簡瑙e浣曚紭鍖栫墿鐞嗙郴缁燂紝鏁版嵁绉戝宸ョ▼甯堜娇鐢ㄤ簡鐩戠潱鍜屾棤鐩戠潱鐨勬満鍣ㄥ涔犵畻娉曘€傞€氳繃澶勭悊浠庤繛缁疄鏃剁洃鎺т腑鏀堕泦鐨勫巻鍙叉暟鎹拰鏈爣璁版暟鎹紝鏈哄櫒瀛︿範绠楁硶鍙互鏌ユ壘琛屼负妯″紡骞舵煡鎵惧紓甯搞€傝繖浜涚畻娉曟湁鍔╀簬浼樺寲鐢熶骇璁″垝锛岃川閲忔敼杩涘拰缁存姢銆侟/span>

 

姝ゅ锛屽埄鐢?span lang="EN-US">NLP鎶€鏈彲浠ュ鐞嗘潵鑷爺绌讹紝琛屼笟鎶ュ憡锛岀ぞ浜ょ綉缁滃拰澶т紬濯掍綋鐨勫閮ㄦ暟鎹€傚畠涓嶄粎澧炲己浜嗘暟瀛楀弻鑳炶儙鐨勫姛鑳斤紝涓嶄粎鍙互璁捐鏈潵鐨勪骇鍝侊紝杩樺彲浠ユā鎷熷叾鎬ц兘銆侟/span>

 

鈻嶅洓銆佹櫤鑳藉埗閫犵殑鐢熸垚璁捐

 

鐢熸垚璁捐鐨勬€濇兂鏄熀浜庢満鍣ㄥ涔犵殑缁欏畾浜у搧鐨勬墍鏈夊彲鑳借璁¢€夐」鐨勭敓鎴愩€傞€氳繃鍦ㄧ敓鎴愮殑璁捐杞欢涓€夋嫨閲嶉噺锛屽昂瀵革紝鏉愭枡锛屾搷浣滃拰鍒堕€犳潯浠剁瓑鍙傛暟锛屽伐绋嬪笀鍙互鐢熸垚璁稿璁捐瑙e喅鏂规銆傜劧鍚庯紝浠栦滑鍙互涓哄皢鏉ョ殑浜у搧閫夋嫨鏈€鍚堥€傜殑璁捐骞跺皢鍏舵姇鍏ョ敓浜с€侟/span>

 

鍏堣繘鐨勬繁搴﹀涔犵畻娉曠殑浣跨敤浣跨敓鎴愯璁¤蒋浠跺彉寰楁櫤鑳姐€備汉宸ユ櫤鑳界殑鏂拌秼鍔夸箣涓€鏄敓鎴愬鎶楃綉缁淈span lang="EN-US">(GAN)銆侟span lang="EN-US">GAN渚濇浣跨敤涓や釜缃戠粶锛氱敓鎴愬櫒鍜岄壌鍒櫒锛屽叾涓敓鎴愬櫒缃戠粶涓虹粰瀹氫骇鍝佺敓鎴愭柊璁捐锛岃€岄壌鍒櫒缃戠粶瀵圭湡瀹炰骇鍝佺殑璁捐鍜岀敓鎴愮殑浜у搧杩涜鍒嗙被鍜屽尯鍒嗐€侟/span>

 

鍥犳锛屾暟鎹瀛﹀寮€鍙戝苟鏁欐巿娣卞害瀛︿範妯″瀷浠ュ畾涔夋墍鏈夊彲鑳界殑璁捐鍙樹綋銆傝绠楁満鎴愪负鎵€璋撶殑“璁捐浼欎即”锛屽畠鏍规嵁浜у搧璁捐甯堢粰鍑虹殑绾︽潫鏉′欢鐢熸垚鐙壒鐨勮璁℃€濇兂銆侟/span>

 

 

鈻嶄簲銆佸熀浜嶞span lang="EN-US">ML鐨勮兘鑰楅娴婞/span>

 

宸ヤ笟鐗╄仈缃慄span lang="EN-US">(IIoT)鐨勫闀夸笉浠呬娇澶у鏁扮敓浜ц繃绋嬪疄鐜拌嚜鍔ㄥ寲锛岃€屼笖浣夸粬浠妭淇€傞€氳繃鏀堕泦鏈夊叧娓╁害锛屾箍搴︼紝鐓ф槑浣跨敤鍜岃鏂芥椿鍔ㄦ按骞崇殑鍘嗗彶鏁版嵁锛屽彲浠ラ娴嬭兘鑰椼€傞偅鏃舵満鍣ㄥ涔犲拰浜哄伐鏅鸿兘鎵挎媴浜嗗ぇ閮ㄥ垎瀹炴柦浠诲姟銆侟/span>

 

鍒╃敤鏈哄櫒瀛︿範杩涜鑳芥簮娑堣€楃鐞嗙殑鎯虫硶鏄娴嬫ā寮忓拰瓒嬪娍銆傞€氳繃澶勭悊杩囧幓娑堣€楄兘婧愮殑鍘嗗彶鏁版嵁锛屾満鍣ㄥ涔犳ā鍨嬪彲浠ラ娴嬫湭鏉ョ殑鑳芥簮娑堣€椼€侟/span>

 

棰勬祴鑳借€楃殑鏈€甯歌鏈哄櫒瀛︿範鏂规硶鏄熀浜庨『搴忔暟鎹祴閲忋€備负浜嗗仛鍒拌繖涓€鐐癸紝鏁版嵁绉戝瀹朵娇鐢ㄨ嚜鍥炲綊妯″瀷鍜屾繁搴︾缁忕綉缁溿€侟/span>

 

鑷洖褰掓ā鍨嬮潪甯搁€傚悎瀹氫箟瓒嬪娍锛屽懆鏈熸€э紝涓嶈寰嬫€у拰瀛h妭鎬с€備絾鏄紝浠呭簲鐢ㄤ竴绉嶅熀浜庤嚜鍥炲綊鐨勬柟娉曞苟涓嶆€绘槸瓒冲鐨勩€備负浜嗘彁楂橀娴嬪噯纭€э紝鏁版嵁绉戝瀹朵娇鐢ㄤ簡鍑犵鏂规硶銆傛渶甯歌鐨勮ˉ鍏呮柟娉曟槸瑕佺礌宸ョ▼锛岃宸ョ▼鏈夊姪浜庡皢鍘熷鏁版嵁杞崲涓鸿绱狅紝浠庤€屼负棰勬祴绠楁硶鎸囧畾浠诲姟銆侟/span>

 

娣卞害绁炵粡缃戠粶闈炲父閫傚悎澶勭悊澶у瀷鏁版嵁闆嗗拰蹇€熸壘鍒版ā寮忋€傚彲浠ュ瀹冧滑杩涜鍩硅锛屼互浠庤緭鍏ユ暟鎹腑鑷姩鎻愬彇鐗瑰緛锛岃€屾棤闇€杩涜鐗瑰緛宸ョ▼銆侟/span>

 

涓轰簡浣跨敤鍐呴儴瀛樺偍鍣ㄥ瓨鍌ㄤ互鍓嶈緭鍏ョ殑鏁版嵁鐨勪俊鎭紝鏁版嵁绉戝瀹跺埄鐢ㄩ€掑綊绁炵粡缃戠粶(RNN)锛屽畠鎿呴暱璺ㄨ秺杈冮暱搴忓垪鐨勬ā寮忋€傚叿鏈夊惊鐜殑RNN鍙互璇诲彇杈撳叆鏁版嵁锛屽苟鍚屾椂璺ㄧ缁忓厓浼犺緭鏁版嵁銆傝繖鏈夊姪浜庣悊瑙f椂闂翠緷璧栨€э紝瀹氫箟杩囧幓瑙傚療涓殑妯″紡锛屽苟灏嗗畠浠摼鎺ュ埌灏嗘潵鐨勯娴嬨€傛澶栵紝RNN鍙互鍔ㄦ€佸涔犲畾涔夊摢浜涜緭鍏ヤ俊鎭湁浠峰€硷紝骞跺湪蹇呰鏃跺揩閫熸洿鏀逛笂涓嬫枃銆侟/span>

 

鍥犳锛岄€氳繃鍒╃敤鏈哄櫒瀛︿範鍜屼汉宸ユ櫤鑳斤紝鍒堕€犲晢鍙互浼扮畻鑳芥簮璐﹀崟锛屼簡瑙h兘婧愮殑娑堣€楁柟寮忥紝骞朵娇浼樺寲杩囩▼鏇村姞鐢辨暟鎹┍鍔ㄣ€侟/span>

 

鈻嶅叚銆佷汉宸ユ櫤鑳藉拰鏈哄櫒瀛︿範椹卞姩鐨勮鐭ヤ緵搴旈摼

 

褰撴剰璇嗗埌鏁版嵁閲忎笌鐗╄仈缃戜竴璧峰闀跨殑閫熷害鏃讹紝寰堟槑鏄撅紝鏅鸿兘渚涘簲閾惧彧鏄€夋嫨姝g‘瑙e喅鏂规鐨勯棶棰樸€侟/span>

 

浜哄伐鏅鸿兘鍜屾満鍣ㄥ涔犱笉浠呬娇渚涘簲閾剧鐞嗚嚜鍔ㄥ寲锛岃€屼笖浣胯鐭ョ鐞嗘垚涓哄彲鑳姐€傚熀浜庢満鍣ㄥ涔犵畻娉曠殑渚涘簲閾剧鐞嗙郴缁熷彲浠ヨ嚜鍔ㄥ垎鏋愯濡傜墿鏂欏簱瀛橈紝鍏ョ珯瑁呰繍锛屽湪鍒跺搧锛屽競鍦鸿秼鍔匡紝娑堣垂鑰呮儏缁拰澶╂皵棰勬姤绛夋暟鎹€傚洜姝わ紝浠栦滑鑳藉瀹氫箟鏈€浣宠В鍐虫柟妗堝苟鍋氬嚭鏁版嵁椹卞姩鐨勫喅绛栥€侟/span>

 

鏁翠釜璁ょ煡渚涘簲閾剧鐞嗙郴缁熷彲鑳芥秹鍙婁互涓嬪姛鑳斤細

 

闇€姹傞娴嬨€傞€氳繃搴旂敤鏃堕棿搴忓垪鍒嗘瀽锛屽姛鑳藉伐绋嬪拰NLP鎶€鏈紝鏈哄櫒瀛︿範棰勬祴妯″瀷鍙互鍒嗘瀽瀹㈡埛琛屼负妯″紡鍜岃秼鍔裤€傚洜姝わ紝鍒堕€犲晢鍙互渚濋潬鏁版嵁椹卞姩鐨勯娴嬫潵璁捐鏂颁骇鍝侊紝浼樺寲鐗╂祦鍜屽埗閫犳祦绋嬨€侟/span>

 

闃胯开杈炬柉浣跨敤鐨勯渶姹傞娴嬬郴缁熷緢濂藉湴璇存槑浜嗘満鍣ㄥ涔犵畻娉曞浣曞奖鍝嶅鎴蜂綋楠屻€傞€氳繃鍒嗘瀽璐拱琛屼负鐨勮秼鍔垮苟浣挎秷璐硅€呭弬涓庝骇鍝佽璁★紝璇ュ叕鍙告瀬澶у湴浼樺寲浜嗗埗閫犲拰浜や粯娴佺▼銆侟/span>

 

杩愯緭浼樺寲銆傚埄鐢ㄦ満鍣ㄥ涔犲拰娣卞害瀛︿範绠楁硶鍙互璇勪及杩愯緭鍜屽彲浜や粯鎴愭灉锛屽苟纭畾瀵瑰叾鎬ц兘鏈変綍褰卞搷銆侟/span>

 

鐗╂祦璺嚎浼樺寲銆傞€氱敤ML绠楁硶浼氭鏌ユ墍鏈夊彲鑳界殑璺嚎骞跺畾涔夋渶蹇殑璺嚎銆侟/span>

 

浠撳簱鎺у埗銆傚熀浜庢繁搴﹀涔犵殑璁$畻鏈鸿瑙夌郴缁熷彲浠ユ娴嬪埌搴撳瓨鐭己鍜屽簱瀛樿繃鍓╋紝浠庤€屼紭鍖栦簡鍙婃椂鐨勮ˉ璐с€侟/span>

 

鏅鸿兘搴撳瓨绠$悊绯荤粺鐨勭ず渚嬫槸鐢包span lang="EN-US">Tyson Foods鍏徃闆嗘垚鐨勫熀浜庤绠楁満瑙嗚鐨勮窡韪妧鏈€傞€氳繃鍒╃敤杈圭紭璁$畻锛岀浉鏈哄拰鏈哄櫒瀛︿範绠楁硶锛岃绯荤粺鍙互璺熻釜閫氳繃渚涘簲閾剧殑楦¤倝鏁伴噺銆侟/span>

 

浜哄姏璧勬簮瑙勫垝銆傚綋鏈哄櫒瀛︿範绠楁硶鏀堕泦骞跺鐞嗙敓浜ф暟鎹椂锛屽畠鍙互鏄剧ず鎵ц鏌愪簺浠诲姟闇€瑕佸灏戝憳宸ャ€侟/span>

 

渚涘簲閾惧畨鍏ㄣ€傛満鍣ㄥ涔犵畻娉曞垎鏋愭湁鍏宠姹備俊鎭殑鏁版嵁锛氶渶瑕佽皝锛屽湪鍝噷浠ュ強浠€涔堜俊鎭紝骞惰瘎浼伴闄╁洜绱犮€傚洜姝わ紝璁ょ煡渚涘簲閾惧彲纭繚鏁版嵁闅愮骞堕槻姝㈤粦瀹㈠叆渚点€侟/span>

 

绔埌绔殑閫忔槑搴︺€傚熀浜庢満鍣ㄥ涔犵殑楂樼骇IoT鏁版嵁鍒嗘瀽澶勭悊浠嶞span lang="EN-US">IoT璁惧鎺ユ敹鐨勬暟鎹€傛満鍣ㄥ涔犵畻娉曞彲鍙戠幇渚涘簲閾句腑澶氫釜娴佺▼涔嬮棿鐨勯殣钘忎簰杩烇紝骞惰瘑鍒渶瑕佺珛鍗冲搷搴旂殑寮辩偣銆傚洜姝わ紝濡傛湁蹇呰锛屽弬涓庝緵搴旈摼杩愪綔鐨勬瘡涓汉閮藉彲浠ヨ姹傛墍闇€鐨勪俊鎭€侟/span>

 

鏈€鍚庯紝鍙互棰勮浜哄伐鏅鸿兘鍦ㄥ埗閫犱笟涓殑鏈潵鏄厜鏄庣殑銆傛櫘鍗庢案閬掽span lang="EN-US">(PwC)鎶ュ憡鏄剧ず锛屽埗閫犱笟AI鎶€鏈湪鏈潵浜斿勾鍐呭皢鏈夋湜蹇€熷闀裤€侟/span>

 

 

浣嗘洿闇€瑕佸己璋冪殑涓€鐐规槸锛屼汉宸ユ櫤鑳藉拰鏈哄櫒瀛︿範骞朵笉鏄竴鏁村悎渚夸細绔嬪嵆甯︽潵鎴愬姛銆傚洜涓哄綋涓殑瑕佺偣鏄?span lang="EN-US">——浠讳綍鍒涙柊鎶€鏈兘搴旇瑙e喅鐜版湁鐨勪笟鍔¢棶棰橈紝鑰屼笉鏄兂璞′腑鐨勯棶棰樸€侟/span>

 

鐩稿叧鏂伴椈

XML 地图