
!"# 2018!!"#$%&'()*+,-./0AI12345#67AI 389:);<=(>?@3ABCDEF#OpenAIGH3SoraIJKLMNOPQCRK5S6!37T#AI3GUVW*XYZ[3\]C^To C_`Da#AIbcdW*efghC [:DI(AI)ƒF±EF3GHIJ~›3K L# ï ñ ó v õ RM NC )Oï ñ[#*kPQRAI3SŒTUPef#wIFãå3VWûX°RY|»C DFTo B_`#AIij9kl,mno#pqXAB3rst<=#uv[w3xy#zzC{B|}~tDigital FrontierÄÅAMÇÉ(Ñ[ÖÜáàâä)3ãåAIÖÉ#çéèêëíìîAI Fïñóv3òôtGU#öõíFúùûC3ü#†°¢£ïñ[#§•;L¶ß®3ïñ[#©™uv3AI´¨#≠RÆØC∞±~\#;≤≥±¥μ∂∑#∏π∫ªúù3ºΩC )OMMA3AIZ[\Ù3,YZ#∫Ãÿ–]^*100ªïñ[fi_´fl3AIfÏ#`a*bcúùSd5ÏaeZSfgbPhzéª_`C̪fÏíi3$jØk3k&#lmnoGZkAI3pqrsPtuòôC Èvbc12#wxPGH3MMA AI Z[\ÙyÆiz{*Õq|¨•}~[:DI—ÕMMA AI·ÄÅ—±ÇɰÑÖZ:úÜßá3ÕAI Conundrum—àâ3ÕMMAïñ[äkãAIfiåç—zPQçΩC ~æø¿¡¬√#ƒF≈M#∆«»≈M#~…À,ÃÕŒœM–—#““»”‘’,÷C0M◊ÿ#0ÿ◊Ÿ#0Ÿ◊⁄#0⁄◊¤#X‹;~›úù´¨3fic|flC‡©™,·óv#‚„,‰ŒÂ∂Ê#õ;qÁ#Ë9*kÈû3óÍÉ#õÎfÏÉC0Ì,ªfÏÓUÔå#*kÈÒ3ÚÛ@Ù#ıˆ˜¯ªfÏ˘Ù˙å#˚I≈¨óv3/¸C∫;~tMMAû˝ä)1˛∫Óˇ3‡!#"#*100ªAIïñ?@3fÏ#$%k&÷#'()Ô,*AIïñ3+,#-ïñ[.,/D´/0C 1°2á34#Èûfi5637éno#8¨ët~˘Ù#98R:;<C =>?@ABrulebreakerC 1.Adversarial MachineLearning!"#$%&' 6.AI Safety()*+78 A [:DIπ/;,ªéú¶_`#uΰÏÌ[:DI3ÓÔ∑C™kl*[›†VÒ[:DIÚ5GU≥I†[ëÛOŸ⁄3ÙıC¢£;üŒÄù˚ˆP∞˜¯˘#±ü∞[:DI3ö˙¡Pπ/GUC †éèbcúù;,êbcúùëí#†ìîïJKñóòM?ôOöõòMCåúùúùÙ£#∫mòMûqü)#±†°¢£úùÙ£§úZëC 2.AI Analytics()*+,- 7.Algrithm9: [:DIZ•;,ê¶ôbcúùåeZXßAB≠¨•®©STUP@Ù3Z•C™Rj9[:´#¨v≥±≠ôÆÛ¥ßABØπ3là#≠∞±VW«C g¤;˚òJß|T@Ù3¸©#;Ω˝äô°fgPfgb1Ω3,˛ÄˇC∫mÄòJ≤±fi_!"3-#$˚3%©ßE#±&◊'Ô3ÆÛCFbcúùû#®í¶ôg¤{B™Z•3AB¥ß'›Cœ()\’÷3g¤6≠ôô,Fá*+3,}óO#-v›Uò'›v›S3≥I./3yÆC 3.AI Assistant()*+./ [:DImì#J≤;≥¥bc[„μ∂mì#¶ô[:DIåZkP∑ò[ë38∏C™≥±π∫6ªSºΩnoPdπæóø¿è¡¬#±√Ö7TPñƒ≈∆C 8.Anthropomorphize;(< ∂[Õ;Ä[ë{B[:DIÙ£¿ü[ëI«3˚©å01™›2m34C∫;[›≈O[:DI35´I«36Ú|,#öu7P¶ú7˚ò#¡|†[ë343~8í;ÚO®í9:Ω˝8Œ3;<=¥C 4.AI Bias()*+01 [:DI«»;ÄbcúùÙ£≥I6ÚO3«»3<=ABD…N«»#∫ù™›…N3´ßÓÀ≠ÃÕ*†§Œœ–3—“”]C 9.Artificial GeneralIntelligence (AGI)=>()*+ 5.AI-Enhanced Cybersecurity2345678 AGI;[:DIÙ£æó[ë≥±æó3∞3KΩ3I«C>ŸÍ?#AGI;Ä[:DIÙ£≥±æó[ë≥±æó3¡|≈´¡¬#z{5´SÏ@¨•SAâSÏa|T3wx±Ç†7TSBTP6ÚzC]rs3∏ZC [:DI‘Ã’÷π/;≠ô[:DI∞◊fgbÙ£P’÷ÿè’÷Ÿ⁄C[:DIg¤≥±oGZ•XßAB#±‹›fiFfl‡3®©CF·‚„‰π/˚õ#[:DI‘Ã3’÷π/≥±JKZ•¢·‚„‰3yÆPóO娕’÷‰Â¨ï#lmÊÁô,OOËÈ3èÍëC oSjèIz¡¬CMq#F'›pqrs7#AutoML≥±dπ"#Sät3®í#≠{BuvAB†ÈwAºó@k#xD$ÕyzZ•â3KΩC 10.Artificial Intelligence(AI)()*+ [:DI;fgb¶ú3,ª_`#;,ê¶ôbcúùPg¤å®∂[ëDI3Ù£C 15.Augmented Intelligence2I*+ 11.Artificial Neural Network()?@56 ‘ÃDI;≠ô[:DIå‘Ã[ë3DI≠OlàñóA{#DR;[:DI|Xæó¡¬PeZABå}~[ëC [:Dc’÷;,ê±[EOF53bcúùg¤C™›3ôGz{fgbPhSÏ@¨•Sd5ÏaeZP@QZëC[:Dc’÷3˛Oz{Hé$%3eZIJ#∫meZIJJKK©L©F,˙#≥±ëM°NÊDc’÷û3NÚC 16.Auto-completeGHJ8 dπ/Z•´SLÄÏ@#≠{BxZ•uvABSª[Ïa®©P+÷Lûúù◊3®©#Ī≥I3%ÿ„ÅÏC 12.ArtificialSuperintelligence(ASI)()AB*+ ASI;[:DI3+Oªõ;S,º3PQ#Ù£≥±kl¿R3no≠¥ßVß[ëDII«3làC∫;,ªW[3S·Ío#ÚO™3fi«PTUVW;∏›è3Cõ°ôOVÒ[:DI#Ã[:DIPVÒDIC 17.Auto ClassificationGH,K dπZë;ɰÇ,3땆ABºóZëP£É#¶˛ÑSÖZP‹ÜA{JoháÆØC 18.Automatic SpeechRecognitionGHLMNO 13.Association Rule LearningCDEF&' dπÏ@¨•õ°ôOÏ@¨•#;,ê¶òôΩ˝IਕâÏ≠˜Èä>Oˇõs©3ãIC @˘AXúù;,êYZ[bcúùef#\FGEXíAB]ûJß|T33^@ÙCF_`ïñû#∫êúùea≥±GEbc3®©#On3v¬àdPe,fZñó»kC 19.Automated ContentCreationGH<PQRS 14.Automated MachineLearning (AutoML)GH<$%&' ¶ô[:DIØπ3d5ÏaNO(NLG)g¤Oïñ¢3NOˇõyÆC∫mg¤≥±å[ë,<çé»(ÄLÃ#xDñƒ≈∆C dπÕbcúùgǶbcúùòôhÆØ3:iPKΩCAutoML≥±dπæó"#Sjbcúù®í≠klÈ8m±n 20.Behavioral AnalyticsTU,- †e,óOAB3Z•#qèꮩSëÀuvP(íC[:DI:i±hƒ3…üèP'›I«‘Ã*†e,óO3ZkC 21.BayesianNetworkVWX56 ìî'’÷;,êr∆®í#ô°Ìf∂‰GN3r∆C[:DI≥±lm(Äìî'’÷#ÚO™≥±±ï≤o3GHÏÌABC 22.Black Box AIYZ()*+ ñó[:DI;,êRòòÈq|ô)PeZô,´3[:DIÙ£Cô,ñóñóAI´Ò#™˜…N,ª´ßCö;#ô,RIöìÈ~ã≠Z•Èõú±…N∫<3ÆÛC 23.Brute Force Search[\]^ ù«ûÜ#üô†°ûÜ„≠óûÜ#;,êklno3àd#Èûg¤îïJK¢£Ìª≥I3§"kl˚•å¶◊kl˚•C 24.Chatbot_`$%( 29.Computer Visiond9$hifgbPh;Z•Sk&PZkPhA{?¡ïåPPQC3¬Húù®íC√-ïåûÜ(Reverse image search);fgbPh3,ªM‚C ≥¥bc[JKºΩ≤»no„˜[›ß0◊ƒü3®©±klv›3j∏å®∂[ëF™†ÍC 30.Conversational AIjkl()*+ 25.Cluster aK 6Í©[:DI;,ê®π[ë6ÍTs3ef#≥±ºóõúP…ü3†ÍC™¶ôd5ÏaeZ(NLP)Pd5ÏaNO(NLG)å]]+÷L≠±?@3˚©∑òC™J≤ô°≥¥bc[PÏ@mì#Iƒe,íπP≈¬C ClusterÄ3;i3´¨§≠3,–[„∂Ê#üÄ,ê[:DIefC[:DI†ABºóÆZ#±GE[ë≥IRÆØì◊3®©P˘ÙCØë≥ô°¨•¢£fZ„è∞#JK´è(±ïñb6CMqB≤≥¥≥±¶ôØëå{BëʫôÈ’μ3e,ºóZ˛C 31.CorpusLmn 26.Cognitive Computingbcd9 Ï∆«;)OA{SòM„tM»…«3XßL]ä#F[:DIûô°<=®í3LÃ8\?L]äCCÏ∆«zÀLÃ#™≠R,ŒÈ4°ABC ≈´fg;[:DI3,ªZ∂#∑∏îï®π[ë∫ªP∏Z˚©3Ù£#±†v›IàZkAB#d5»?Í#≠xºΩûúùCÈ¢£;ü±ßIàúùPlŒ¥æø3DIbc#È˚©ëM°[ë3óO˚©C 32.Customer SentimentAnalysisopqr,- 27.CognitiveSciencebce& gǶô[:DI#§•;NLP#åZ•e,√Ã≠üŒÍÏÒ3∑5ÉkC™O¸∞Õ[Pe,¡>Hñó*3rŒ3»k#œ±*hJP…3àdC ≈´¶ú∑∏qFÇÈKΩC[:DI;≈´¶ú3,êòô#™˜∫ªÙ£?qDc’÷Còô°bc®íC 28.Composite AIfg()*+ ¿ä[:DIÆä*R¨3[:DIefPea#≠¶™›¿¨:)åklnoPeZ¿R3¡¬C 33.Data Miningstuv AB–—;GE®©S@ÙPTU#xDxXíAB]ûno»kC™JKbcúùg¤áG#≥±±ho3GH.O∫ªKΩC∏“g¤;AB–—#JKZ•Xß3ô,ABå”ß∏“C 34.Datasetstw AB];ÆÛÕ3A{]ä#^åzÀ3˛ÑP?@ABμ3AML‰C≥±‘™\]O,˛∫$’î3∂t„AM#Ì,÷A{í°£É„£É#±†°fgb„ô,hÆØZkP3≈eZ∫mABC 35.Deep Learningxy&' ¬Húù;,ëèXEÆÛPãI◊G3bcúùg¤#(±[:Dc’÷#®π}t3DcIq|?í(çC∫mg¤Iàxcÿûúù#≠bòô°fgbPhSd5ÏaeZPÏ@¨•z_`C 36.Deep Neural Networkxy?@56 ¬HDc’÷;kl¿Rno3Sj®í|,C¬HDc’÷RŸÈ4°fgbPhòô#i≥±ô°NLPS7T˝$'›S@QZëP'›C 37.Edge Computing in AI()*+z4{|d9 41.Ensemble LearningÑ&' E [:DIû3⁄¤fg>‹›Fû8+ºó[:DIfg#DR;fifl‡Ω·≈¬C⁄¤fgR;˜ABG‚◊7‡3»˚ºóeZ#D;¶[:DIh©„AB…N3»˚CMq#¶ô⁄¤fg3DI‰Âc≥±F7ûZ•ÂHAB#YjL©◊ûÊ≈¬c¡≥ºóoGklC∫áo*∑ò7T#ñƒ*xDI7Á◊:vdπÕz¯êòô3≈∆C ]Oúù;Äfgb˛Ó≠¶ô骮íåhî».O¡¬C∫^å,–Ô3R¨