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\u20851?\u20110?Deepseek\u30340?\u22522?\u26412?\u30693?\u-29754?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22823?\u27169?\u22411?\u26680?\u24515?\u26694?\u26550?\u-230?GPT/BERT\u25216?\u26415?\u-29201?\u24452?\u23545?\u27604?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 Ai\u21457?\u23637?\u29366?\u24577?\u21644?\u-29301?\u21183?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u19977?\u23631?\u21327?\u21516?\u24037?\u20316?\u27861?\u-248?\u25163?\u26426?+\u30005?\u-32495?+\u20113?\u24179?\u21488?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25928?\u29575?\u20493?\u22686?\u26696?\u20363?\u-230?\u23425?\u24503?\u26102?\u20195?AI\u-29400?\u26816?\u31995?\u32479?\u-27059?\u20302?\u20154?\u21147?\u25104?\u26412?57%\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 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1\u12289?\u23567?\u30333?\u19977?\u27493?\u19978?\u25163?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23433?\u-30523?\u27880?\u20876?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25163?\u26426?/\u30005?\u-32495?\u21452?\u31471?\u19979?\u-28803?\u-248?\u24212?\u29992?\u21830?\u24215?\u30452?\u25509?\u25628?\u32034?"DeepSeek"\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u29992?\u24494?\u20449?\u25195?\u30721?5\u31186?\u24555?\u-28641?\u27880?\u20876?\u-248?\u26080?\u-26880?\u20225?\u19994?\u-28498?\u31665?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u31532?\u19968?\u27425?\u23545?\u-29731?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u29992?\u26085?\u24120?\u-29708?\u-29731?\u26041?\u24335?\u25552?\u-27154?\u-230?"\u24110?\u25105?\u20889?\u20010?\u24037?\u20316?\u24635?\u32467?\u24320?\u22836?"\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 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2\u12289?\u-31142?\u25311?\u20154?\u25773?\u25253?\u-230?DeepSeek+\u-32386?\u-29777?\u26234?\u24433?\u-230?\u24179?\u23433?\u-29406?\u25253?\u-30237?\u-29701?\u-30266?\u-26479?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u26234?\u-32515?\u21512?\u21516?\u23457?\u26597?\u-230?DeepSeek+\u-32386?\u-29777?\u25991?\u26723?\u-230?\u23567?\u31859?\u20379?\u24212?\u21830?\u21512?\u21516?\u27969?\u31243?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u20250?\u-29778?\u31649?\u29702?\u-230?DeepSeek+\u-27511?\u-27511?\u-230?\u-31462?\u26469?\u-29756?\u23457?\u20250?\u20219?\u21153?\u20998?\u21457?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5\u12289?\u26234?\u-32515?\u25253?\u21578?\u-230?DeepSeek\u8594?\u-28646?\u20041?\u21315?\u-27154?\u8594?\u26234?\u-29647?AI\u-230?\u20234?\u21033?ESG\u25253?\u21578?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6\u12289?\u25968?\u25454?\u27934?\u23519?\u-230?DeepSeek\u8594?\u25991?\u24515?\u19968?\u-30208?\u8594?\u31295?\u23450?\u-29762?\u-29791?\u-230?\u23425?\u24503?\u26102?\u20195?\u30005?\u27744?\u20998?\u26512?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 7\u12289?\u27861?\u21153?\u20915?\u31574?\u-230?DeepSeek\u8594?\u-28646?\u20041?\u21315?\u-27154?\u8594?\u-32386?\u-29777?\u25991?\u26723?\u-230?\u27604?\u20122?\u-28694?\u28023?\u22806?\u21512?\u21516?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u-24892?\u-32767?\u24072?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-24892?\u20809?\u20255? \u-32767?\u24072?\u-248?\u21271?\u20140?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u8212?\u8212?\u30005?\u21830?\u-27392?\u21806?\u19982?\u21697?\u29260?\u-31707?\u-27392?\u23454?\u25112?\u23548?\u24072?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u29616?\u20219?\u-230?ISP 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\u31185?\u22823?\u-29777?\u-26402?\u-29788?\u-29759?\u26234?\u-32515?\u20307?\u24037?\u31243?\u24072?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24070?\u-28817?\u21830?\u19994?\u26234?\u-32515?Fine BI\u25968?\u25454?\u24212?\u29992?\u30740?\u31350?\u-27038?\u19987?\u23478?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25238?\u-26637?\u25968?\u23383?\u23398?\u22530?\u30452?\u25773?\u30005?\u21830?\u-28720?\u-31707?\u-25896?\u32423?\u22521?\u-29779?\u25945?\u24072?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23567?\u32418?\u20070?\u23448?\u26041?\u-29788?\u-29759?\u31181?\u-31927?\u-31707?\u-27392?\u19987?\u23478?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u22269?\u24037?\u19994?\u32463?\u27982?\u-32684?\u21512?\u20250?\u30452?\u25773?\u30005?\u21830?\u26631?\u20934?\u23457?\u23450?\u19987?\u23478?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28120?\u23453?\u22823?\u23398?\u20225?\u19994?\u23548?\u24072?/\u-27073?\u-28212?\u24052?\u24052?\u25968?\u25454?\u23398?\u-27038?\u25968?\u25454?\u-29774?\u24072?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25945?\u-32590?\u-28440?\u-29788?\u-29759?\u30740?\u23398?\u26053?\u-30644?\u25351?\u23548?\u24072?\u-248?\u-25896?\u32423?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20013?\u22269?\u20225?\u19994?\u22521?\u-29779?\u21517?\u24072?\u30003?\u25253?\u-26503?\u30446?\u-248?ETMA\u-247?\u-26218?\u25209?\u8220?\u30334?\u24072?\u8221?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12304?\u20010?\u20154?\u31616?\u20171?\u12305?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-32278?2020\u24180?\u-32269?\u20170?\u-244?\u20219?\u-32692?ISP GLOBAL\u29233?\u24605?\u26222?\u21161?\u29702?\u24635?\u-30527?\u-248?\u-26215?\u28207?\u20027?\u26495?\u19978?\u24066?\u20844?HK.8487\u-247?\u-244?\u-29409?\u-29405?\u20844?\u21496?\u20110?\u22823?\u-27066?\u22320?\u21306?\u30340?\u30005?\u21830?\u19994?\u21153?\u12289?\u25968?\u23383?\u-31707?\u-27392?\u19994?\u21153?\u20197?\u21450?\u30452?\u25773?\u30005?\u21830?\u12289?\u20869?\u23481?\u-31707?\u-27392?\u31561?\u22686?\u20540?\u19994?\u21153?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2011\u24180?\u24320?\u22987?\u-32269?\u20170?10\u20313?\u24180?\u-27148?\u-244?\u22312?\u-32278?\u20027?\u21019?\u19994?\u21644?\u25285?\u20219?\u31649?\u29702?\u-32692?\u-32515?\u20043?\u20313?\u-244?\u20174?\u20107?\u22521?\u-29779?\u25480?\u-29698?\u19994?\u21153?\u-244?\u32047?\u31215?\u21442?\u19982?\u21830?\u19994?\u20225?\u19994?\u12289?\u20225?\u20107?\u19994?\u21333?\u20301?\u31561?\u22521?\u-29779?\u24050?\u21382?500\u20313?\u22330?\u-244?\u32047?\u31215?\u22521?\u-29779?\u25480?\u-29698?2000\u23567?\u26102?\u20197?\u19978?\u12290?\u20808?\u21518?\u25104?\u20026?\u28120?\u23453?\u22823?\u23398?\u20225?\u19994?\u23548?\u24072?/\u-27073?\u-28212?\u24052?\u24052?\u25968?\u25454?\u23398?\u-27038?\u25968?\u25454?\u-29774?\u24072?\u12289?\u-28555?\u20041?\u-28817?\u20214?\u22253?\u31185?\u25216?\u20225?\u19994?\u23413?\u21270?\u22120?\u23548?\u24072?\u12289?\u25945?\u-32590?\u-28440?\u-29788?\u-29759?\u30740?\u23398?\u26053?\u-30644?\u25351?\u23548?\u24072?\u-248?\u-25896?\u32423?\u-247?\u12289?\u20013?\u22269?\u20225?\u19994?\u22521?\u-29779?\u21517?\u24072?\u30003?\u25253?\u-26503?\u30446?\u-248?ETMA\u-247?\u-26218?\u25209?\u8220?\u30334?\u24072?\u8221?\u31216?\u21495?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u28120?\u23453?\u22823?\u23398?\u12298?\u30005?\u21830?\u31934?\u-32015?\u12299?\u31995?\u21015?\u25945?\u26448?\u21644?\u12298?\u-28720?\u-31707?\u19981?\u32047?\u8212?\u8212?\u20225?\u19994?\u30005?\u21830?\u-28720?\u-31707?\u31574?\u30053?\u12299?\u-32684?\u21512?\u20316?\u-32763?\u-244?\u30005?\u23376?\u24037?\u19994?\u20986?\u29256?\u31038?\u31614?\u32422?\u20316?\u-32763?\u-244?\u-28641?\u-28652?\u32593?\u19987?\u26639?\u20316?\u-32763?\u-244?\u26131?\u-30270?\u21672?\u-29726?\u19987?\u26639?\u20316?\u-32763?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12304?\u23454?\u25112?\u32463?\u-25972?\u12305?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2010\u24180?\u-29321?\u24320?\u22987?\u21019?\u19994?\u-244?\u19994?\u21153?\u22987?\u32456?\u19987?\u27880?\u20110?\u22522?\u20110?\u25968?\u23383?\u-31707?\u-27392?\u21644?\u30005?\u21830?\u30456?\u32467?\u21512?\u30340?\u21697?\u25928?\u21512?\u19968?\u-26490?\u22495?\u-244?\u24182?\u-28646?\u-28729?\u20869?\u23481?\u30005?\u21830?\u12289?\u30452?\u25773?\u30005?\u21830?\u31561?\u19994?\u21153?\u19981?\u26029?\u24320?\u23637?\u21644?\u32463?\u-31707?\u31283?\u20581?\u21457?\u23637?\u12290?\u20844?\u21496?\u20110?2020\u24180?\u-28646?\u-28729?\u-32607?\u26435?\u32622?\u25442?\u26041?\u24335?\u27491?\u24335?\u24182?\u20837?ISP Global\u-26938?\u22242?\u-244?\u25104?\u20026?\u-26938?\u22242?\u22823?\u-27066?\u19994?\u21153?\u30340?\u-31707?\u-27392?\u-28440?\u-27160?\u20027?\u20307?\u-244?\u20197?\u-26938?\u22242?\u21161?\u29702?\u24635?\u-30527?\u-29013?\u20221?\u-32692?\u20110?ISP GLOBAL\u-244?\u-29409?\u-29405?\u-26938?\u22242?\u22823?\u-27066?\u22320?\u21306?\u30340?\u25968?\u23383?\u-31707?\u-27392?\u19994?\u21153?\u19982?\u30005?\u21830?\u-27392?\u21806?\u19994?\u21153?\u-30636?\u25509?\u-244?\u20197?\u21450?\u21508?\u24179?\u21488?\u30452?\u25773?\u30005?\u21830?\u12289?\u20869?\u23481?\u30005?\u21830?\u31561?\u22686?\u20540?\u-31707?\u-27392?\u19994?\u21153?\u26495?\u22359?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2020\u24180?\u-29321?\u-244?\u-32278?\u-29013?\u20225?\u19994?\u19982?\u-31995?\u21488?\u-26938?\u22242?\u25216?\u26415?\u24320?\u21457?\u20844?\u21496?\u-28738?\u25104?\u28192?\u-28589?\u-27392?\u21806?\u21512?\u20316?\u21327?\u-29778?\u-244?\u24182?\u25104?\u20026?\u20854?\u32447?\u19978?\u26680?\u24515?\u20195?\u29702?\u21830?\u-244?\u-31995?\u21488?\u-28281?\u24180?\u20195?\u31995?\u21015?\u12289?\u22825?\u-26798?\u31995?\u21015?\u12289?\u26143?\u24231?\u31995?\u21015?\u20135?\u21697?\u32047?\u31215?\u25552?\u-29401?\u-26467?\u-29307?\u-28729?5500\u19975?\u20803?\u-244?\u-27392?\u21806?\u-26467?\u-29307?\u-28729?8000\u19975?\u20803?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2021\u24180?\u-29321?\u-244?\u-26938?\u22242?\u-27066?\u32493?\u24341?\u20837?\u29790?\u20856?Renlogik\u26085?\u21270?\u20135?\u21697?\u12289?\u29790?\u22763?\u-26215?\u26684?\u29790?\u-31647?\u-31740?\u-28334?\u20135?\u21697?\u12289?\u27861?\u22269?\u24503?\u-29702?\u28023?\u31185?\u20445?\u20581?\u21697?\u-244?\u24182?\u25104?\u20026?\u19978?\u-28688?\u21697?\u29260?\u20013?\u22269?\u21306?\u24635?\u20195?\u29702?\u-244?\u20854?\u20013?\u-26215?\u26684?\u29790?\u32418?\u-28334?\u24050?\u25104?\u20026?\u29790?\u22763?\u-25989?\u21326?\u22823?\u20351?\u-26234?\u12289?\u29790?\u22763?\u30334?\u-28738?\u32737?\u20029?\u22312?\u21326?\u21830?\u21153?\u23476?\u-29705?\u29992?\u-28334?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2022\u24180?\u126?2024\u24180?\u-244?\u-26938?\u22242?\u20808?\u21518?\u19982?\u-26402?\u21033?\u28006?\u20928?\u27700?\u19994?\u21153?\u12289?\u-26402?\u21033?\u28006?\u24433?\u-26637?\u19994?\u21153?\u12289?\u31185?\u27779?\u26031?\u25195?\u22320?\u26426?\u22120?\u20154?\u19994?\u21153?\u12289?\u20113?\u31859?\u21416?\u30005?\u19994?\u21153?\u12289?\u32654?\u-31759?\u25353?\u25705?\u20135?\u21697?\u19994?\u21153?\u31561?\u24320?\u23637?\u28145?\u24230?\u21512?\u20316?\u-244?\u24182?\u25104?\u20026?\u19978?\u-28688?\u20135?\u21697?\u32447?\u19978?\u24635?\u20195?\u29702?\u25110?\u32447?\u19978?\u26680?\u24515?\u32463?\u-27392?\u21830?\u-244?\u-26938?\u22242?\u-27392?\u21806?\u19994?\u32489?\u20197?\u27599?\u24180?1.5\u126?1.8\u20493?\u-28641?\u24230?\u24555?\u-28641?\u22686?\u-27265?\u12290?\u-248?\u22791?\u27880?\u-230?2020\u24180?\u21518?\u24050?\u-28709?\u20837?\u19978?\u24066?\u20844?\u21496?\u20307?\u31995?\u-244?\u20855?\u20307?\u-27392?\u21806?\u31867?\u25968?\u25454?\u26080?\u27861?\u25552?\u20379?\u21644?\u-28657?\u-26830?\u-244?\u21487?\u21442?\u-30271?\u-29406?\u25253?\u12290?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u12304?\u22521?\u-29779?\u32463?\u-25972?\u12305?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u30005?\u21830?/\u-29208?\u22659?\u30005?\u21830?\u19982?\u-27392?\u21806?\u31649?\u29702?\u31995?\u21015?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-24892?\u-32767?\u24072?\u20026?\u21674?\u21653?\u-30266?\u-26479?3\u26399?\u12289?\u19977?\u20122?\u20013?\u20813?\u-28716?\u-32680?2\u26399?\u12289?\u24191?\u27773?\u20016?\u30000?\u12289?\u19978?\u28207?\u-26938?\u22242?\u31561?\u-30644?\u19994?\u30693?\u21517?\u20225?\u19994?\u32047?\u-29791?\u22521?\u-29779?2000\u20154?\u27425?\u-244?\u22521?\u-29779?\u22909?\u-29756?\u29575?100%\u12290?\u31995?\u21015?\u22521?\u-29779?\u20869?\u23481?\u21253?\u25324?\u-230?\u12298?\u30005?\u21830?\u25968?\u25454?\u21270?\u-28720?\u-31707?\u31574?\u30053?\u19982?\u25191?\u-30644?\u12299?\u-248?\u-29779?\u32451?\u-31707?\u-29698?\u31243?\u-247?\u12289?\u12298?\u22810?\u20803?\u21270?\u-27392?\u21806?\u28192?\u-28589?\u30340?\u25112?\u30053?\u24067?\u23616?\u19982?\u23454?\u25112?\u25216?\u24039?\u12299?\u12289?\u12298?\u24314?\u31435?\u-32278?\u24049?\u30340?\u28040?\u-29383?\u-32763?\u-30644?\u20026?\u23398?\u12299?\u12289?\u12298?\u-26890?\u21806?\u-30644?\u19994?\u30005?\u21830?\u20379?\u24212?\u-27394?\u21327?\u21516?\u20248?\u21270?\u19982?\u24211?\u23384?\u31649?\u29702?\u12299?\u31561?\u12290?\u27599?\u20010?\u27169?\u22359?\u32467?\u26463?\u21518?\u-244?\u23398?\u21592?\u-28419?\u-28646?\u-28729?\u23436?\u25104?\u26696?\u20363?\u23454?\u25805?\u20197?\u23454?\u29616?\u30495?\u27491?\u19994?\u21153?\u25216?\u-32515?\u30340?\u25484?\u25569?\u21644?\u25552?\u21319?\u-244?\u32047?\u-29791?\u19979?\u26469?\u-244?\u20849?\u26377?\u19978?\u21315?\u20010?\u26696?\u20363?\u31215?\u32047?\u12290?\u22312?\u25972?\u20010?\u-29779?\u32451?\u-31707?\u32467?\u26463?\u-244?\u27599?\u20010?\u23567?\u32452?\u-28419?\u-31683?\u22320?\u20102?\u22810?\u22871?\u-30237?\u20915?\u26041?\u26696?\u-244?\u21487?\u22312?\u24037?\u20316?\u20013?\u23454?\u26045?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21697?\u29260?\u-31707?\u-27392?\u19982?IP\u25991?\u26053?\u31995?\u21015?\u22521?\u-29779?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22312?\u26032?\u23186?\u20307?\u19994?\u21153?\u24555?\u-28641?\u21457?\u23637?\u30340?\u-27082?\u27573?\u-244?\u-24892?\u-32767?\u24072?\u20026?\u21326?\u30805?\u30005?\u-32495?4\u26399?\u12289?\u25140?\u23572?\u12289?\u-31523?\u20809?\u22320?\u20135?\u12289?\u21531?\u20048?\u23453?\u20083?\u19994?\u-28716?\u-32680?3\u26399?\u12289?\u-27265?\u22478?\u27773?\u-28826?2\u26399?\u12289?\u22855?\u29790?\u27773?\u-28826?\u31561?\u-30644?\u19994?\u30693?\u21517?\u20225?\u19994?\u32047?\u-29791?\u22521?\u-29779?2000\u20154?\u27425?\u-244?\u23398?\u21592?\u28385?\u24847?\u24230?98%\u-244?\u24182?\u-28656?\u24180?\u-28716?\u-32680?\u12290?\u20854?\u20013?\u31995?\u21015?\u22521?\u-29779?\u20869?\u23481?\u21253?\u25324?\u-230?\u12298?IP\u31574?\u21010?\u19982?\u27963?\u21160?\u-29349?\u20107?\u-28720?\u-31707?\u12299?\u12289?\u12298?\u27934?\u23519?\u20808?\u26426?\u-230?\u26032?\u20852?\u25216?\u26415?\u-29301?\u21183?\u19979?\u30340?\u-31707?\u-27392?\u25915?\u30053?\u12299?\u12289?\u12298?\u20114?\u-32684?\u32593?\u-32250?\u24773?\u19982?\u21361?\u26426?\u20844?\u20851?\u22788?\u29702?\u12299?\u12289?\u12298?\u20840?\u22495?\u25968?\u23383?\u21270?\u-28720?\u-31707?\u23454?\u25112?\u31687?\u12299?\u31561?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 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