?2012???????????????????47%??????????

?????IBM?????????????????Salesforce??????AI?????????????????????????Uber???????2012??????250????????AI????????2017????????37??

??????????????????????????10?????Argo AI?2017?????????AI????????Kiit.ai???????????3???????????Kitt.ai?Kitt.ai???????AI????????????Alexa?????

?????????????

?2012???????AI???????????????12???????

2013?????????????????????DNNresearch?DNNresearch???????????????????????????????????2014????6??????????DeepMind Technologies (???DeepMind?????AI???????“Go”????????)?????????????????Moodstock??????Api.ai????2017???????????????Halli Labs?

???????????????????8?????????????2?????????Lattice Data?????200??????????????RealFace???(????????2017????????????????AR/VR????[Augmented Reality, AR: ????/Virtual Reality, VR: ????]??SensoMotoric Instruments?)?

???????Facebook?????????????????2016?????3????Itseez, Nervana Systems ?Movidius?Facebook??????????Masquerade Technologies ?????? Zurich Eye??????????Genee???AI???? Maluuba?

Salesforce?Twitter????4?AI?????Twitter????????????????Magic Pony. Salesforce?2015?????AI?????????????Tempo AI, ???????????????Khosla ?????MetaMind ??????????PredictionIO?2016?11?????????????????????-???????Bit Stew Systems?????????(Customer Relationship Management,CRM)?Wise.io?

????????2012??????2?????????????????

(??Apple??Novauris ?Amazon??Orbeus???????????????*????????????)?

??AI????????????????

2017?7?12?????????????????????????????????????????????????????2016?10??