ä¸?¿¡å»ºæ??è¯??¸ï?AI??大æ?°æ??º§ä¸??¾ç????å¼?å¢?? 2021å¹´æ?°å????©å?½æ??èµ???大è?ä¸?é¢?æµ?

?????¥æ?ï¼?ä¸?¿¡å»ºæ??è¯???/P>

????1??计ç??ºè?ä¸?ï¼?AI??大æ?°æ??º§ä¸??¾ç????å¼?å¢??

????以人?¸è???¸ºä»£è¡¨??计ç??ºè?è§?AI???¹æ??????????驱å?¨ä?人工?ºè?½ç??ç¬??æµ??????äº?AI????æ­¥å????2015~2019å¹´å??ºè??¥å?????¶æ????¶è?????¹æ???????½æ??????ä¸?ä¸??ºæ????????ï¼?ä¼?ä¸?客æ?·ç»¼??å¤?????ä¸??¡ç³»ç»??????¾ä»¥?´ä???????ä¼?ä¸?客æ?·é??è¦???ä¸?ä»?ä»????æ³?模å???¹é????产å?ºï?è¿???è¦?è¿?è¡?ä¸????¨é?¨ä??¡æ?°æ????????ä¼?ä¸??°æ??????°æ???åº?建è????°æ????????建è?ï¼????¶é??è¦?å°?ä¸?家ç?éª?æ²?æ·?为平?°æ?°æ???è¿?è¡??ºå?¨è?ç»???

????ä¼?ä¸?ITå¼???¸­ä¼?ç»?ITè½?¡¬ä»¶æ??èµ?æ¯?ä¾???æ­¥å??å°?ï¼???I??大æ?°æ???????¹³?°ã???ºç?设æ?½ã??åº??????AIoT产å??ä¸????¥å??¿ï?ä¹???????å¹´æ?°æ???????°ã??ä¸?äº?级è??èµ?å¢??¿æ??å¿???ç»???èµ?????·2020-2024å¹´ï?ä¸??½å¤§?°æ???¸å?³æ????????¡å??ºå?å®???9.0ï¼???CAGRï¼?2024年中?½å¤§?°æ????ºè?模é?计å?è¾¾å??20亿ç?????IDCé¢?è®?020å¹´å?¨ç????AI???ºä¸º500亿ç???ï¼?é¢?è®?024å¹´å?è¶?è¿?1100亿ç???ï¼??¶ä¸­?¶å???????????¶é??ä¸????»ç??ä¿??¥ç?è¡?ä¸?å°???I???¥è?大ã??é¢?计ä?AIoTç»?ç«???设å???AI?ºç?设æ?½ï????????????¡ã??äº????¡ç?ï¼????°æ???åº?/?°æ??????°æ??¸­?°ã??大æ?°æ??¹³?°ã??AIå¹³å?°ã??AI?¸å?³å??¨é?½å?ä¿???å¿???å¢??¿ã??

????2????ä¿¡è?ä¸?ï¼??ºè?½ç???汽车??å±?????ï¼?????äº???ç½?大å?å¼???/STRONG>

????????????Gç½?ç»?å·²ç?è§?模é?¨ç½²ï¼??ºç??°é?????¨æ?·æ?°ã?????ºå??è´§å??æ¯?ä¸?????é«?ï¼?????020å¹???ï¼?ä¸??½ç§»??Gå¥?é¤??¨æ?·å·²è¾?020ä¸??·ï?ä¸??½ç?µä¿¡5Gå¥?é¤??¨æ?·è¾¾??780ä¸?ï¼???计已è¶?1亿ï??¨æ?·ç??é«?æ¸?????å¥?å®?äº?5Gç½?ç»????????ºç???å±???2021å¹´ï?5Gè§?模å?????ç§???????å±??¶æ???è¿??¥ç?ç«?????ä¸?åº??¨ç????????å¤?ï¼???ä»??为å??ºç????èµ?主线正å?¨ç?±å?ºå»ºè½???åº??¨ã??

????å¸??ºå?产ä?äº???ç½?????å±???满æ??å¾?ï¼?ä½?å®???è¿?å±????½å?å¾??æ¸?è¿?????ä»??该å??å½??ºæ???ä¼?ä¸?ITä¸?äº???许è????????½å?°ç???????????¢å?????¨é©¾é©¶ç???ºè?½ç???汽车????è¿??¥å??????å±???ï¼???èµ??ºä??¾ç?°ã??ä»?å¸??ºç©º?´æ?¥ç??ï¼?è½þ>???ºè?½å?????·æ??èµ?æ½???ï¼??¶å????½¦??ç½?????ï¼?ä»??¨è???å¥??¥ç??ï¼?è½þ>??ç½????????½æ??容æ??????å¿??½å?°ã????ä»???常ç??好æ?ºè?½ç???汽车?¶é?¨ä»¶é¢???????èµ??ºä?ï¼?认为??å¢????¨ä»¶??ä¾?åº??¾é??å¡????³é???¨ä»¶?½äº§????ä¸??¡ä¸»çº¿é??常å?¼å???è§???

????å½??¶ï?ç½?ç»???æ¼?è¿?ä¾??¶é©¬ä¸???è¹?ï¼???ä»???è§???åº?该ä??°é?¢é??ä¿¡èµ°??????äº?????

????3???½æ?è¡?ä¸?ï¼????þ@??ä¼?产ä?ä¸?亿级å¸???/STRONG>

?????±ä?ä½?为ç?µå??æ¸?æ´?????主è??¨å??????æ¸?æ´??½æ?????¤§å¹?ä¸???ï¼??¨ç?????????½æ?è£??ºå?å¿???å¢??¿ï???ä¼????¨è?½æ???¥å????10?????³æ?´å¤§?????¿ç©º?´ï???为ä?亿级å¸??ºã??大æ???023~2025å¹´ä??´ä??ºç?°è?½æ?使ç?¨æ?¹å???????¹ï?æ¸?æ´??½æ?å°?大è?模æ?¿ä»£ä¼?ç»??½æ?ï¼?å±??¶ï???ä¼?产ä?å°?è¿??¥ç??æ­£ç??é«????¶å?»ã??

?????½ç?¶è??011å¹´å?å§?ï¼?ç¾??½æ?¨å?¨å???产å????å¾??³ç?ï¼?"??补贴?????¾é????201??301"??段å??使ç?¨è?ï¼?ä½????½ç????ä¼?产ä?ä»??¶å?¨å?å·±ä??©ç??å¤??¨æ?¡ä»¶ä¸?è¿?????å±?????论æ??º§ä¸???è¿?????论é?¶æ?ï¼?å·²æ??å¤?项æ??????å¾??¨ç??é¢???æ°´å¹³??产å???§ä»·æ¯??¨ç????ä¼?ï¼???????产è?½è?模å?¨ç??ç¬????产ä??????ä¹???强ï????¹é?¢å?ºæ????°å?½äº§??????ä¼????¶é??ç«?º§ä¸??¾ä?è¿?ä¸?æ­¥å??ä¸??½é??ä¸??å¤??¶ç???ç¡??????µæ???ç»?件ç????¶é????产é?½ç»´????å¿???å¢??¿ã??

????å±???2021ï¼???ä¼?ä½?为æ?¥æ??????以ä?è¡?ä¸?空é?´ç??ä¸?亿级大å??ºï???论ä?产ä???å±?ï¼?è¿?????èµ??¹å??ï¼??½æ???·æ??½ã??

????å°¤å?¶å????¹å?³æ³¨ä¸¤ä¸ª?¹å??ï¼?1???¼å?ä¼?è´¨ã??????¨³å®???å­?????é¾?头ä?ä¸?ï¼?2??å¼?é¢????????©ç??头é?¨ä?ä¸???

????4??汽车è¡?ä¸?ï¼??ºè?½é©¾é©¶è??¥å¿«?????©æ??

????2020å¹´ï???论æ???¹æ?????????¥ã??å°?é¹?汽车?¨ç??¡å??ºç????人表?°ï?è¿?????¥è?å¤???ä¼?ç»?è½þ????大å?¨æ?ºè?½æ±½è½þ@?¶é???????¥ï??½è???äº?ä¸?件ä?ï¼??°å????©å?½å?汽车è¡?ä¸?å¸þ=?¥ç???¹æ???¹å??ï¼?æ­£å?¨å?????¥è?»æ??????å®??????¶æ???å±???ä¼´é?????ºè?½æ±½è½þ=????¾¾?°é??ä¸???????ï¼??ºè?½æ±½è½þ??å°???为ä?ä¸?ä¸?º§ä¸??©å?½ç??é£??£ã??

?????°å????¶ä»£ä¸?ï¼?汽车?ºè?½å??主è???为æ?ºè?½åº§?±ã???ºè?½é©¾é©¶å??ç½??????¡ã???¶ä¸­ï¼??ºè?½é©¾é©¶æ?????±å?ç§?ä¼????¨ç?????????è¾??©é©¾é©¶ï??¸å?????????¥ï??´ä?ç³»ç???????为æ???¥å????³ç?å±????§è?å±????±ä??ºè?½é©¾é©¶æ?¹æ???§å?°æ?¹å??äº?汽车????????ä¸?模å?ï¼???ä¹??ºè?½é©¾é©¶æ??????¥ã???³ç????§è???è½þA??ç½???å®??´äº§ä¸??¾ï??????¸å?³æ??????å±???å¤??¨æ?¹å?´æ???¾ç???¶æ?ï¼?åº?????å¸?å±???

???????¥ä¸¤å¹´å???为汽è½þ=?ºè?½é©¾é©¶æ??????å¿??????©æ??ï¼??¨é?级å?????¨é©¾é©¶ä?ï¼?????¸»?ºå????è¯?è¯???è¢???å¼±ï??¹æ???ä¾??????ºè????¡å??è¯?è¯???å°?å¢?强ï???æ­¤å?¨æ???¥ï?è¿?äº?ä¸?游ç??è¿??¥å??ä¼???为å??ºå?³æ³¨???°é???¹ï???å¦?ä½??©ç?¨ã??è¿?ç»´å?????°ç?¸å?³æ?°æ???ä¹???为为è¿?äº????¸ä¼°?¼ç????è¦?ä¾?????

????5??????è¡?ä¸?ï¼?ç§???èµ??½ä??¡è½¬????çº?/STRONG>

????ä¼?ç»?????è¡?ä¸????¨é?¢æ?°å???æ­£å?¨è?è¡?ä¸???????ï¼??¸å??½è???¹å?¨é????ç§????ºç?设æ?½å»ºè®¾ç?????´æ?°è¿­ä»£ã??????ä¸?å®??¨â??ä¸?äº?????ä¸??¡å?ºæ????ç§???èµ??½ã??å±??????¥ï?ç§???èµ??½ä??¡å?????´æ?°æ???å²?ä¾??¶æ??????è¦???åº??¨æ?¹å????

????é¦???ï¼?????????è¡?ä¸?大é????ä¸??¡å?ºæ????¶æ??ºº???¨è?è¡?ï¼???æ­¤æ???¥é??è¦??©ç??I??NLP??PRAç­???沿æ??????½å??ç±»é????ä¸??¡å?ºæ???å¦?ä¾?åº??¾é??????æ¶?è´¹é???????°å??¥é?????ºè?½å??????ºè?½é??§ç????´ç???äº?计ç??ºç?设æ?½ï???å¸?å¼?ç³»ç??¶æ??ï¼????·å???ï¼?å¾????¡å????ç­?å¤?维度??åº?å±??ºç?设æ?½è½¬????级亦?¨è?è¡?ä¸???

????ç¬??ï¼???è¿??ºå???????þ@?ä¹?/å¤??¹å??¨è?ç®????¹å?å®????¨ä??????°æ??º¤?¢ç?????µä?ï¼?å®??°æ?°æ??»·?¼ç??交æ??ï¼?ä»???ä¿?è¿?????ä¸?ä¸??¶ä???è¡?ä¸?ä¹??´ç???°æ????ä½?ï¼????´æ?°æ???å²?????æ­£å??°æ????????????å®?ä½?ç»?æµ?????????

????ç¬??ï¼?????ä¸????°å???ä¸?ä»????ç³»ç?ï¼??¸ç?????????´ä???ç½????°å??¥é??模å?ï¼???æµ?????????????????ï¼?æ±???æµ???ä¹?????è¿?广å?????µå????å¢??¼æ???¡å?????????¡æ?¥å???°â??ï¼??????ºæ??ä¸?客æ?·ä??´å?³ç³»å¦?ä½?ä»???客æ?·å?³ç³»???°â????ä½?ä¼?ä¼´å?³ç³»??ï¼?建ç??´é?¿æ????ä¿¡ä»»??½¬?????¸å?????????客æ?·å?³ç³»???´å¼ºè°?å¿???å®??°â??è´?¹°è¿?ç¨???ï¼???¸º?????°â??ï¼?

????????ä¼?ä¼?ä¼´å?³ç³»???´æ³¨??建ç?深度??ä¿¡ä»»????认ç?¥å???´è¶£??è¿?ç¨?ï¼???¸º??è°??§â?????????½å?å¿??????°ç????ä¸?绩ï???????è¦??¶é?´ç??ç§?´¯ï¼?为è?¡ä???客æ?·å?????¿æ??ä»·å?¼ã????è°??§â?????????°â??ä¹??´ç??平衡?°æ?°æ?????¸è½¬???????¾æ?????ä¸?ä»?ä»?ä½??°å?¨ä?ä»?ä¹?ç³»ç????¸å?å°?????ï¼??´æ????°å?¨å???¸ä?ä¸????¥ã??ç»?ç»??¶æ??è°??´ï?KPI设è?ç­??¹æ?¹é?¢é? ¬??

????ç«??¨æ??èµ?è§?åºþ

????1???°å?????èµ????ºç?设æ?½æ??ä¾???ä¸??????¿è?¡ï?

????2?????§çº¢?©ä???大æ?°æ?????¸å???¶æ????????æ¸???ï¼?

????3???¨ç???èµ???ä¸????¹æ·±?¥ï??·æ??è¾?强产ä¸???????æ¸???ä¼??¿ç??ç¬???¹ä?SAAS/PAAS???¸ã??

????6????å·¥è?ä¸?ï¼???äº??????æ°??¨å??ºç?¸ç???????人æ?ºäº§ä¸??¼å??³æ³¨

????å¦???说è??»ä???å¹´æ??¿¡???????©å?½é©±?¨ç??ä¿¡æ??????äº??¶ä»£ï¼??£ä????¥ä???å¹´å????°å?ï¼??ºè?½ï??????©å?½é©±?¨ç???ºè?½å????äº??¶ä»£???°å???å°?ä¼?为ç?°ä»£??äº???ä½?????念ã??ä½???å¹³å?°ã??ä½???å¼¹è???????¿æ???¥ã?????¥ç³»ç»?å¸þ=?¥å?¨ç»´åºþ>???©å?½ã???ºè?½å????äº??????·æ???´å¹¿????æ°??¨å??ºç©º?´ï???äº??????æ°??¨å??ºç???å°?驱å?¨å?¨ç¤¾ä¼???产ä?è½?????级ï?è¿?ä¸??¹å??¨æ??人æ?ºäº§ä¸?ä½??°å?尤为???¾ã??

??????人æ?ºäº§ä¸?ä½?为ç?¸å?为人??äº?解ç?????¨æ?????ä»?ä¼?ç»????¨ç???¥æ?§é??ºå??å±????¥ï?????å·²ç?å½¢æ??äº???常大??产ä??????¥æ??论å?½å??è¿????½é??ï¼?对ä???人æ?ºï??????ºä?è¶??¥è?å¤???ç»?????æ±?ï¼?ä»?ç®?????ä¾þ=?¥ï???å±??°ä¾¦?¥ä????»ä?ä½?ï¼????¥æ??人æ?ºå?ä½?为æ???ºç????è¦????¹æ?¿è½½?´å??????½ã????æ°??¨å??ºå?äº???人æ?ºä½¿?¨ç????å±?ï¼?ä¹???常广?????¹æ???¾ç???¨è?é¢?æµ?ï¼????¥æ??¨æ??人æ?ºå??ºå?ä¿???é«???å¢??¿ï?é¢?计å??025å¹´ï?æ°??¨æ??人æ?ºå??ºæ?»è?模å?è¾¾å??50亿å??ï¼?å¤???å¢??¿ç??41.5ï¼???2021å¹´ï???人æ?ºäº§ä¸?ä¸?å®??????¿½è§?????è¦?ç»???é¢?????

????7??������??�??�?�??????�深度????�

???????¨æ????³â??????Bç«?UP主â???????é¢???½®??016å¹´ç??????延ç?§è?³ä??????é¢??¶é?¿ç??????容é??ä¸???表ç?°å??强ï?å¥???移å?¨ä???ç½??¶ä»£å¤§ä???è§???ä¹??????æ­¤å?å¿?·±?¥æ????³å¤§ä¼????¥å¸¸??æ´»ã??è¡?ä¸????¨æ?·ç????????å±???æ¸?å°????é¢?è¿?ä¸???容å??°å½¢å¼?æ¼???为继??å­????¾ç??/è¯??ä¹?????ç¬??ç§?移å?¨ä???ç½????????¨è?è¨?????ä¸?æ­¤å???¶ï???????????ä¸?????å±?ä¸?è¿?»£ï¼?è¿?两年???é¢?ä¸??¶ä?ç±»å??产å???¸ç??????????é¢?????è¶??¿ä????????¾ï?æ¯?å¦????é¢?+?µå???????é¢?+å°?说ç??????þ@?·ä????¸ï?å¿???ä¸????³æ??为å?½å???????头é?¨ç???é¢??©å?ä¸?头é?¨å??è¶??¿ä??¨å»¶ç»???

????å±???2021ï¼????é¢?è¿?å°???ç»?????ï¼???深度???é¢???å°???为è??¿ã??æ¯?å¦??¨çº¿??è¯????é¢??????§å½¢å¼??????é¢?+?µå????深度????ï¼??±æ?å¼?????è¡?ä¸??°æ?³è±¡ç©ºé?´ä??¼å?ç»?äº???èµ?å¸?å±??????¹å?³å????

????8???°ä»£æ¶?è´¹è?ä¸?ï¼???ä¸??©å?°å????¶ä»£?°æ??/STRONG>

?????±ä?2020å¹´æ?°å????????çª??¶ç????ï¼??µå??ä¸????°ç??æ´»æ??为æ?è´¹è?ä¸??°å?????两大主è?èµ?????å°¤å?¶æ???°ç??æ´»æ????ä¸??¾å???æ´»æ?????¸å?³ç??ï¼?é¤?é¥???å¤??????»ç??????é²????ºè?ï¼??????è£???活类????åº?ä½?宿ç?ç­?ï¼?å½??¶ï???论æ???µå??è¿??????°ç??æ´»è???ï¼????·ä»£è¡¨æ?§ç??两å????¸ä?????ä»???????巨头?????¿é????ç¾?? ¬??

?????½ç?¶çº¿ä¸??¶å???è´¹å???°ä???????严é???²å?»ï?ä½????±ä¸­???ºï??°å?ä¸??¡å??°ä??¨æ?·è?模ç??å¿???å¢??¿ã????é²??µå????è¶?å¸??°å?APP??020å¹´æ?¥è?????´å??å®??°ä?100ï¼?以ä????¨æ?·è?模å??æ¯?ä¸???ï¼?大大??å±?äº??°å?ä¸??¡è?????人群??????????ä»???????½å?ï¼????±ç???????????°å?ä¸??¡æ¨¡å¼?å°??¨æ?°ç??ä¸?å¹´æ??ç»?½±????æ¶?è´¹è???????©ã???¢å?¥è?说ï???ä¸??©å?°å??????¶ä»£ä¸?å®?ä¼??¥ä¸´??

????å°¤å?¶ç?°å?¨ä???ç½?巨头ä»?º·çº·ä??¢â??ä¸?è½þ9????社å?ºå?¢è´­??ä¸?模å?ï¼??¤ä???????°ç????ä¸?红海ï¼?å®?å¾??????½æ??为æ???°ç??æ´»å???µå??é¢?????交å???£ã????ä»???å¾??¨ä?è¿???å°??¥ï?å®????´å????巨大æ½???ä¹?ä¸?å®?ä¼?å¾??°å??ºç??认å????

????9???»ç???¥åº·è¡?ä¸?ï¼??»ç??ä¿¡æ????å°???????å±?

?????¸æ?è¾??¶ä?è¡?ä¸?ï¼??±ä?ä¸?ä¸???严谨???¹æ?§ï??»ç???¥åº·???¥å?äº???强ç??管ç??è¡?ä¸?????æ­¤ä??°å???è§?åºþ=?¥ç??ï¼?å®????????¸å?è¾????ä½??´æ????è¢???好ç??èµ?????å°¤å??020å¹´ï?ä¸??ºç?å¦??¶æ?¥ç????????为ä??»ç???¥åº·äº§ä??°å???????????????????å½±å??ï¼???人æ??æ³??»å?»é?¢è???ï¼??¨ä???ç½?è¯????¹é?¢æ?????¾æ?¾ï?è¿?驱å?¨ä?????»é??¸»?¨å???°å???è½?????为信???????¥ã????ä¸??»ä??§è´¹???°æ???????¨å????»é?¢å?å°??´å???³æ³¨èµ?æº???ä¼?????ç½???è¿??¥æ??????????ï¼???ä¿¡æ????????°è?ä¸?????????好工?·ã??

????ä»??¿ç?å±??¢æ?¥ç??ï¼?2018å¹´å???¥å??¨å?¨ç?µå?????建è???为ç?????»ç??ä¿¡æ????è¡?ä¸???大ç???¿ç?????ï¼???020年以?¥ï??¿ç?红å?©ä??¨å»¶ç»????¨è??»å??å¹´ï?è¡?ä¸???大é?¨å??ä¼?ä¸??½å¤§å¹?å¢??????????¥ï?ä¸????©å¤§??å¸??ºå??é«?????¿ç?使å?è¡?ä¸???大é?¨å??ä¼?ä¸???????2021å¹´ï??»ç??ä¿¡æ????è¡?ä¸?ä»?å¤?äº?å¿?????å±?????

????10????导ä?è¡?ä¸?ï¼??°å???å¸þ@?¨å??导ä?è¡?ä¸?å¢?????æ±?以å??????????/STRONG>

????ä»???æ±?侧ç??ï¼??????°å??????¶æ?ï¼??ºç?°ä?å¦??ºè?½æ±½è½þ:????©¿?´è?å¤???å·¥ä?äº???ç½???äº?计ç?ç­??°å??ç»?ç«?????åº??¨å?ºæ???è¿?????ä¼?ç»???导ä?产ä?å¸þ=?¥é??æ±???å¢?????å¦???说ä?ç»????ºå???导ä???æ±?????级大æ¦?以å??亿级为å??ä½?ï¼?è¿?äº??°å??ç»?ç«?????级å???½ä?è¾¾å?°å??亿级??ä½???

?????±æ?°å???ºè?½ç?ç«?¸¦?¥ç????导ä???æ±?å¢???ä¼?ä½??°å?¨æ?´ä¸ªäº§ä??¾ä¸­ï¼?æ¯?å¦?????讨è?åºþ@?é«????°è?½æ?汽车ï¼??¶ä¸­??导ä?å¢???ä¼?æ¶?????????导ä?????è®?å­???计ç?模å??ï¼?以å??ä¼????¨ã???µæ?管ç??????ç­?ï¼???æ­¤ç?¸è?äº?ä¼?ç»???油车ï¼??°è?½æ?汽车对ä???导ä?????æ±???级å????äº???级ç??????????æ­¤ç??½å??????导ä?设è????¸å¸¦?¥æ???¿æ?ºä???

????ä»?ä¾?ç»?侧ï??°å???ºè?½ç?ç«?????????¶ç?è¦?æ±?è¾????ºå??PCè¾?ä½?ï¼?以海??为ä?ï¼??¤ä?éº?éº??????¾å??é²²é?å¤?ï¼??¨ç?µæ?管ç??IC???µè?/???§ç???³è?é¢?ç¼?解ç???????½å??»¥??2纳米??以ä??¶ç?å®???ï¼???è¿???????ä¸????½é????»¥è¦??????¶ç????´ï????¶å?¨å?æµ??½å??ä¸?ï¼?????GA/PBGAç­?å°?è£?å½¢å??½å??å°?æµ?????ä¹?å·²ç??·å??½å??ï¼???æ­¤æ?°å????©å?½å?¨ä?ç»?ç«???½å?????¶é????å°?æµ?????å¸þ=?¥å??å±??ºé????

??????æ­¤ï?2021å¹´ï?ä¼´é?????°å???å¸þ>???导ä?è¡?ä¸???å½±å??ï¼?å°?ä¼?ç»???èµ???ä»?????èµ??¹å??å¸þ=?¥æ?´å¹¿???????©ç©º?´ã??

????å½??¶ï??¹å???¥é??äº?ï¼??·ä???ä¹???èµ?ï¼?è¿???????¡å?å±??»è??¹æ???

?????´å??³ä??°å????©å?½æ??èµ????¸å?³å??容ï?请æ????ä¸??¹å?¾ç??äº?ç»´ç?????³â????读å??????订é??大å?课ã???°å????©å?½æ??èµ?????????ä¸?¿¡å»ºæ???½é?????¿æ?è¶????ºè?£è?·æ?ºæ????èµ???认å????12ä½?é¦?å¸?????å¸?ï¼?ç­??¥ã????ä¿¡ã????å·¥ã??ä¼?åª???汽车???µæ?设å?????导ä???æµ·å???究ç?å¤?ä¸????¨è?ä¸?ï¼?è¯þA§£?°å????©å?½æ??èµ??ºä?ä¸?2021å¹´å?????

?¨é?¨è?è®