1、?2018 ? ?Pierre Nanterme? ? ? ?Paul Daugherty? ?2018?2018?2018? ?2? 4?AI 21?AI? 31? 41? 49? 61? 70? 71? 74?2018? ?3?2018? ?4? ? ?2018? ?5?GE? ?1?AI?2?24?Thomson Reuters?3? ?6,300?84%?Amazon?Echo?AI?Alexa?4,5? ?Tesla?6?MindSphere?7? ?2018? ?6?2018? ?7 ? ? ?2018? ?8? ?iPhone?9?2018? ?9?2018? ?10?LOral
2、?10? ?67%?2018?Jean-Paul Agon? ?11?AT?T?24?12?STEM?2020?95%?AT?T?2020? 2016?40%? ? ?2018? ?11?84%?2018? ?12?1. ?2018? ?13?2018?2018? ?14?AI? 1?AI?AI? ?IT? ? ? 2? 3? 4? 5?2018? ?15?2018? ?16? | ?2018? ?172018?2017?2016?2017?2016? ? ?2018? ?18?2017?AI? ?2018? ?192016? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?
3、 ? ? ? ? ? ? ?2018? ?20?AI?AI? ?2018? ?21?AI?AI?AI?Icahn School of Medicine?Deep Patient?70?78?13?Deep Patient?AI?AI?AI?81%?AI?Stitch Fix?AI?AI?14,15?Tieto?Alicia T?AI?16?AI?AI?IDC?2015?2020?/?54%?CAGR?17? Deep Patient?78?2018? ?22?AI?AI?AI?AI?AI?AI?AI?AI?AI?AI?AI?2018? ?23AI?AI?AI?18? ?AI?AI?AI?AI?
4、AI?2018? ?24?AI?AI?2018? ?25? ?AI?AI?DeepMind?AlphaGo Zero?AlphaGo Zero?100?0?19? AI? ?3?2018? ?26?AI?3. ? ? ?AI?2018? ?27?AI?TA?AI?AI?30?6.5?20?95%21? ?AI?AI?AI?22? ?AI?2018? ?28?AI?AI ?AI?AI?88%?AI?AI?NVIDIA?Drive PX?AI?23?AI?AI?Capital One?AI?24? ?AI?2018?AI?25?AI ?AI?AI?AI?Audi?A8?2019?26?27?88%
5、?AI?2018? ?29?AI?AI?28? ?AI?AI?AI?72%?AI?AI?AI?AI?72%?2018? ?30?AI?2018? ?31?XR? ?Redfin?Matterport?Redfin?3D Walkthrough?29?roOomy?APP?APP?30?VR?Virtual Xperience?31?AR?VR?MR?XR? ?2018?36%?XR?XR?2014?2016?Matterport?186%?zSpace?128%32,33?XR?34?4?2018? ?32?FOR SALE? (VR) ? (AR) ? (XR)?2018? ?33?4. ?
6、XR? ? (XR)?2018? ?34? XR?XR?359?2020?10.5%?34?XR?XR?Walmart?VR?35?Komatsu?36?XR?XR?/?12%?2018? ?35?2018? ?36? ?XR?GE?34%37?DHL?38?DHL?15%?LOral?39? ?XR?40,41?APP Houzz?3D?11?42?XR?XR?3D?Body VR?CT?3D?43,44?XR?2018? ?37? ?XR?15?45?AR?46?AR?47?3D?48,49?AR?VR?APP?50?XR?VR?51? ?XR?2018? ?38?XR?2018? ?39
7、? ?VR?27%? ? ? ?XR?27%?VR?XR?XR?XR?XR?2018? ?40?2018? ?41?35? ?Stanislav Petrov?1983?9?26?52? ? ?82%?IDC?2017?1,510?12%53? ?97%?2018? ?42? ?2018? ?43?2017?125?8,000?54,55?IT? ? ? ?United Airlines?10?56?57? ?2017?99%?58?79%?2018? ?44?IT?AI2?AI2?85%?59?Siemens?60? ?SpaceX?Dragon Capsule?61?62? ?Thomso
8、n Reuters?63? ?Google?PlayStore?LED?64? ?2018? ?45? ? ?65?66,67?TrackMeNot?AdNauseum?68?Amazon?69?70?2018? ?46? ? ? ? ?71?2018? ?47? ? ?5. ?2018? ?48?2018? ?49? ? ? ? ? ? ? ? ? ? ?GE?Microsoft?Predix?Azure?SAP?Hitachi?JPMorgan Chase?72 ?Hyperledger?73?Ford?Lyft?2021?74?2017?Nike?Amazon?Instagram?75,
9、76?Adidas?Siemens?Speed Factory?77,78,79?Under Armour?IBM?Watson?APP?80,81?2018? ?50?2018? ?51?36%?IT?36%?2018? ?52?IT?2018? ?53?API?Walgreens?82?API?83?275?84? API?API?Foursquare?Snapchat?Pinterest?Apple Maps?Foursquare?Galaxy S8?85,86?Netflix?70?Comcast?Capital One? ?87,88,89?95%?IT?2023?330?90? ?
10、2018? ?54?2014?PaaS?6. ?2018? ?55? ? ? ? ? ? ? ? ?91?2022?150-20?92?7. ?2018? ?56? ?APL?20?70%?93?2018? ?57?94?X-road?49%?Filament?SpaceX?Eneres?95,96,97?Provenance?98? ?60%?2018? ?58?2018? ?59? ?60%? ? ? ?2018? ?60? ?2018? ?61? ? ? ?NeuroPace?%99?100?2018? ?62?Land OLakes?101?102?2018? ?63?103,104,
11、105?2020?507.5?Zb?106?DS?107? ?108?2018? ?64?2018? ?65?2018?63%?69?GPU?Fanuc?NVIDIA?109?110?TuSimple?NVIDIA?111?2021?2,150?112?HoloLens?visor?HoloLens?50%?113?2018? ?66?30?80?114? ? ? ?63%?2018? ?67?83%? ?2018? ?68?8. ?CPU?GPU?FPGA?ASIC?CPU?8?HoloLens?Project Brainwave?Stratix 10?115?Xilinx?AWS?F1?O
12、ffice 365?GPGPU?CUDA?OpenCL?DirectCompute?GPGPU?$? AMD?ARM? ?AMD? ?Altera? ? ActelNEC? LSI?2018? ?69? ? ? ? ? ? ? ?20?100?IT?2018? ?70?2018?2018? ?71?2018?25?6,381?2017?11?2018?1?25?2018? ?72Survey Demographics0.5%1.6%12.3%8.8%1.6%10.8%1.6% 1.6%1.6% 1.6%1.6% 1.6%10.8%9.8%12.1%0.6%8.6%12.9%?500?200-4
13、99?100-199?4%7%15%60-99?10-59?5-9.99?27%45%2%7%?9%?8%?12%?8%?15%?23%?12%?6%? ?2018? ?731 ? ? ?2017?5?25? ? ? ? ?https:/ ? ? ?2017?7?27? ? ? ? ?1? ?https:/ ? ? ? ? ? ? ? ? ? ? ? ?2015?10? ? ? ?https:/dl.acm.org/citation.cfm?doid=2806416.28066514 ? ?2017?7?28? ? ? ? ?Business Insider?http:/ ? ?2017?10
14、?25? ? ? ? ?Wired?https:/ AJ? ?2016?6?6? ? ? ? ? The Daily Dot?https:/ ?MindSphere? ? ? ?https:/ ? ?2017?9?28? ? ? ?Equifax? ? CSO? ?https:/ ? ? ?2016?2?16? ? ? http:/ ?2017?10?27?CDP?Novethic? http:/www.novethic.fr/empreinte-terre/climat/isr-rse/l-oreal-championne-mondiale-du-developpement-durable-
15、144955.html11 ? ?Ethisphere Institute? ? ? ? ?2016?3?7? ?http:/ ?10? ? ?2017?3?15? ? ?http:/ R? L ? B?A? J? T? ?2016? ? ?Deep Patient? ? ? ? 6,26094?14 S? ?2016?5?6? ? ?Stitch Fix? ? ? ? https:/ A? ?2017?6?27? ? ? ? Alizila?http:/ ? ? ?2016?10?17? ?https:/ ?2016-2020?/? ? ? ?2017?6? ? IDC? ?US427498
16、17?http:/ S? ?2017? ? ? ?https:/engineering.cmu.edu/news-events/magazine/fall-2017/drones-in-the-matrix.html19 L ? ?2017?10?18? ? ? ?AlphaGo Zero? ? ? ?https:/ C? ?2017?8?30? ? ? ? ?https:/blog.hackster.io/google-releases-a-dataset-to-train-your-ai-on-natural-language-e3cdfa43826c?2018? ?7421 C? ?20
17、17?6?2? ? ? ?95%? ? Android Headlines ?https:/ J? T? M? ? V? ? K ?W? ? ?2017? ? ? ? ? ?arXiv? 1707.09457? http:/arxiv.org/abs/1707.0945723 ? ? ? ?2017?4?27? ?https:/ W? ?2017?4?13? ? ? ? ? ?https:/ B?S? ?2016? ? ? ? ? ? ArXiv? 1606.08813? ?http:/arxiv.org/abs/1606.0881326 ? ? ? ?2017?9?18? ? ? https
18、:/ ? ?2017?8?23? ?http:/www.bmvi.de/SharedDocs/DE/Pressemitteilungen/2017/128-dobrindt-massnahmenplan-ethikregeln-fahrcomputer.html28 ? ? ? ?2017?2?15? ? ?http:/www.europarl.europa.eu/news/en/headlines/economy/20170109STO57505/rise-of-the-robots-mady-delvaux-on-why-their-use-should-be-regulated29 ?
19、?2017?6?13? ? ? ? ?http:/ Roomy? https:/ ? ?2017?8?17? ? ?5? ? Venture Beat?http:/ ? ? ?2017?10?20? ? ? ? Biz Journals?https:/ ? ? ?2016?10?21? ? ? ? Biz Journals?https:/ ? 2016-2020? ? ?2016?11? ? Technavio?https:/ ? ?2017?6?2? ? ? ? ? ? ?http:/ ? ?2017?2?21? ? ?Immersive Technologies? ? https:/you
20、tu.be/ibIWZoBBKws/37 ? ?2017?1?12? ? Upskill? https:/upskill.io/skylight/use-cases/38 ?DHL? ? DHL?http:/ ? ?2017?6?16? ? ? ? Digiday?https:/ ? ?2017?9?13? ? ? ? Super Yachts?http:/ ?75?41 ? ?2017?1?5? ? ?Tango? ? ?Business Insider? http:/ I? ?2017?9?19? ? ?Houzz?500,000? ? TechCrunch? http:/ Body VR
21、? http:/ B?B? ?2017?9?22? ? ? ? ? ?https:/ ? ?2016?9?1? ? ? ? ? ?http:/ ? ? ?2017?9?8? ?http:/ ? ?2017?10?22? ? ? 3D? ? ? ?http:/ ? ? ? ?2017?7?24? ? ?Oculus?95? ? Chicago Eater? ?https:/ YouTube? ? ? ?2017?10?5? ?https:/ ? ?2017?7?18? ? ?Imagine Virtua? ? PR Web? ?http:/ ? ?2017?4?18? ? ? ? ?Rollin
22、g Stone? ?http:/ M? ?2017?9?18? ? ?77? ? ? ? http:/ J? ?2017?3?14? ? ?IDC? ?1,508? ? ? IDC? ?US42371417? ? https:/ M? ?2017?6? ? ?2016-2020?/? ?IDC? ?US42749817? ? http:/ ?IDC? 2021?1.4? ? ?2017?6?14? ?http:/ J? ?2016?12?10? ? ? ? Crains Chicago Business?http:/ K ? ?2017?10?29? ? ? ?99%? ? Daily Bea
23、st?https:/ S? M? M? D? H?-? ?2017?10?24? ? ? ? ? https:/ A?-? ?2016?4?18? ? ? ?85%? ? ?http:/news.mit.edu/2016/ai-system-predicts-85-percent-cyber-attacks-using-input-human-experts-041860 C? ? ?2017?8?14? ? ? ? Offshore Technology? ?http:/www.offshore- ?7661 S? ?2015?5?4? ? ?SpaceX?Dragon Capsule? ?
24、 Spaceflight Now? ? ? ? ? ? ? ? ? ?https:/ A? ?2012?11?19? ? ?Dragon Capsule? ? ? ? ? ?http:/ ? ? ? ? ? ? ? ? ?2015?10?18? ? ? ?http:/dx.doi.org/10.1145/2806416.280665164 J? ? ?2017?7?12? ? ? ? The Verge? https:/ N? ?2017?8?2? ? ? ? ? ?http:/www2.warwick.ac.uk/newsandevents/pressreleases/uber_driver
25、s_are/66 2015?2020? ?2017? ?https:/ J? ?2017?5? ? ? ? The Atlantic? https:/ C? ?2015?11?21? ? ? ? ?Wired?https:/ K ? ?2016?6?1? ? ? ? TechCrunch? http:/ E? ?2017?3?20? ? ? ? ? ? https:/ I? K ? E? T? B? A? D? ?2017? ? ? ? arXiv? 1707.08945 Cs? http:/arxiv.org/abs/1707.0894572 ? ?Predix?Azure? ? ? ?20
26、16?7?11? ? ? ?https:/ ? ? ? https:/www.hyperledger.org/members74 P? ?2017?9?27? ? ?Lyft? ?2021? ? ? ?https:/ ? ? ?2017?7?19? ? ?https:/ ?A? ?2017?7?3? ? ?Instagram? ? B?https:/ ? ? ?2017?4?24? ? ? https:/ J? ?2017?10?5? ? ? ? ?GQ?https:/ A? ?2016?9?27? ? ? ? Recode?https:/ L ? ?2017?1?3? ? ? ? ? ? Z
27、DNet?http:/ ?77?81 K ? ?2016?2?5? ? ? ? ? ? ?http:/ Apigee? ?2017?1?19? ? ? ?https:/ ? ? ? ? ?https:/ M? ?2017?5?5? ? ? ? ? ?CIO?https:/ N? ? ?2017?7?21? ? ?Foursquare?Alexa? ? ? The Street? ?https:/ M? ?2016?5?9? ? ?Foursquare? ? TechCrunch?http:/ Sequoia? ? ? ? ? ?https:/ ? ? ? ?2015?2?23? ? QCon
28、?https:/ ? ?2015? ? ?2015?10?13? ? https:/ ?2023? ?330? ? ?2017?6?8? ?https:/ J? N? ?2017?1?25? ? ? ? ? ?http:/ ? ?CEO? ? ? ? ? ?2016? ?https:/ ? ?2018?3?20? ? ?http:/ ?X-Road? ? ? https:/e- ?Filament?1500? ? ?2017?3?30? ? Business Wire?http:/ ?17? ? ?2016?5?31? ? Everis Next?https:/ L ? ?2017?9?6?
29、? ? ? ? ? BTC Manager?https:/ Provenance? ? ? ? https:/www.provenance.org/how-it-works99 T ? ?2017?4?10? ? ? ? ? Mercury News?http:/ ?78100 E? ?2017?3?7? ? ?ICU? ? ? IEEE Spectrum?https:/spectrum.ieee.org/the-human-os/biomedical/diagnostics/in-hospital-intensive-care-units-ai-could-predict-which-pat
30、ients-are-likely-to-die101 ? ? ?2017?3?7? ? ? ?https:/ R? ?2016?12?19? ? ? ? ? ? Network World?https:/ S? ?2017?9?19? ? ?Metropolis? ? ?https:/ ? ? ? ? ? ? ? ? ? ? Science Daily?https:/ J? ?2016?6?30? ? ? ? ? ? ?Business Insider? ? https:/ M? ?2017?7?21? ? ? ? ? TechRepublic?http:/ P? ?2017?2?14? ?
31、?IT? ? ? ?https:/ B? ?2017?5?3? ? ? ? ? ? ? ?https:/ ? ? ?http:/ ?FIELD? ? ?2016?11?14? ? Manufaturing Automation?https:/ B? ?2017?8?21? ? ?2000? ? Xconomy?http:/ ?IDC? ?2021? ? ? ?2017?8?3?IDC? ?US42959717? ?https:/ P? ?2016?8?23? ? ? ? Ars Technica?https:/ C? ?2017?4?5? ? ? ? ? ?Wired? ?https:/ M? ?2017?8?29? ? ?Project Brainwave?Cloud TPU? ? Seeking Alpha?https:/ ?79?40?500?43.5?120?30?1.5?7?-?
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