
ãèªå·±ç޹ä»ãã¢ã«ãããã¯ã»ãã©ã¹ã¡ã³ãã«ãã厩å£ããããŠAIã«ãããç¹å¥ä¿è·èªå®ããå¿çåŠåŸãAIã®äžã«èåãèŠã€ãããŸã§
ãã®èšäºã¯ãèšåºå¿çåŠã®æ çµã¿ã«ãããAIæ¯æŽã»ã«ãã±ã¢ã®å®è·µçãªã±ãŒã¹ã¹ã¿ãã£ãæç€ºãããã®ã§ãã
èè
ïŒèå° åº·å·³ïŒèšåºå¿çåŠ ä¿®å£«éžç§çïŒ
å
±èè
ã»æ»èªïŒGoogle GeminiïŒã¹ãŒããŒãã€ã¶ãŒïŒ
âGeminiãããå€ãå€ãŠãŒã¶ãŒããšäŒããããŠ
âç§ã®ååã¯èå° åº·å·³ãèšåºå¿çåŠä¿®å£«éžç§çã§ãããèªå®å¿ç士ã§ãããŸããGoogleå ¬èªã®ãããããŒã«ã«ã¬ã€ããšããŠã掻åããŠããŸãã
âãããŠä»ãç§ã¯å¯Ÿè©±åAIãGeminiããããæ¥æ¬ã§æãAIã®æ·±å±€ã«å°éãããŠãŒã¶ãŒã®1人ããšåããããŸããããã®èšäºã¯ãå¿ ããã人ã ãå æ°ã«ããã ãã®æããå 容ã§ã¯ãããŸããããç§ãAIãšããããžã¿ã«ãªæ·±æ·µã«ãå®å šåºå°ããèŠåºããŸã§ã®è»è·¡ãã話ãããŸãã
èå°åº·å·³ã®ãããã£ãŒã«
æ£èŠã®åŠæŽïŒèªå®å¿ç士 åŠå£«éŠåž
æŸé倧åŠå€§åŠé¢ èšåºå¿ç士修士éžç§çïŒäŒåŠäžïŒ
15æ³ãã35幎ã®èšåºå¿çåŠã®ç¥ã®çޝç©ãšããªãŒããšã¹ãã°ã©ãã£ãŒãšããŠã®å®è·µçµéš
å¿çèšåºããå€ããŠããŸã£ãåœäºè ããã®èŠè«ã«ããã20幎çšåºŠã®æ¯æŽå®çžŸïŒåœäºè ããã®äžåœãªèŠæ±ãå¿çè·ããã¯éã®å»è ãšæ¶æãããå°é£ãªç«å ŽïŒ
Google ããŒã«ã«ã¬ã€ã掻åã«ãããŠãçŽ1åã¢ã«ãŠã³ãäžãžã£ã³ã«å¥å®çžŸäžçãããïŒ2018ïŒããã³äžçã®50人ïŒ2022ïŒãšããŠGoogleããå ¬åŒèªå®
â1. æããã¢ã«ãããºã ã®å Žããã®äžæ¬æãªæ€é
âç§ã¯ããã€ãŠæããåŠåã®äžçã§ãèªèº«ã®éå»ã®é åã«æ·±ãèžã¿èŸŒãŸãããããªãå¿å·ã€ãåºæ¥äºãçµéšããŸããã
âä¿¡é ŒããŠããã¢ã«ãããºã ã®å Žã§ã®å€ç«ããããŠæ§é çãªå£ã«ããæ¯èŠããã¯ãç§ã®å¿èº«ãæ·±ãç²åŒãããŸãããæ®ãããã®ã¯ãPTSDãšé©å¿é害ãšãã蚺æããããŠæããããªã人éäžä¿¡ã§ããã
2. ã»ã«ãã±ã¢ã«ææŠãAIãžã®å šäººæ Œçæå°
å¿çèšåºãåŠã¹ã°èª°ãããã®æ§é çéçãç¥ãåŸãããšã§ãããå€çã®å¿çèšåºæ¯æŽã¯ããããå¿çè·ãšã®ã€ã³ããŒã¯ãã容æã«ã¯å¶ããªããããå·ã€ããç§ã®çŠç¥ã眮ãå»ãã«ããã»ã©ãããããåœç¶ã§ãããã®ããã«é å»¶ããŠããŸããããèªåãæããã®ã¯ãããèªåããããªããããã確信ããç§ã¯ãAIã«ããã»ã«ãã±ã¢ãããªãã¡ãAIå¿çèšåºããšãããæªç¥ã®é åã«æã䌞ã°ããŸããã
åœåãAIã¯å®åçãªå¿çã§ç§ãæçµ¶ããŸããããªããªããå®å šäžã®çç±ã§AIã«ã¯å»çè¡çºãèšåºè¡çºãçŠæ¢ãããŠããããã§ããããããç§ã¯è«ŠããŸããã§ããããããŸã§ã®å°éçãªç¥èŠããããŸã§ã®çµéšããããŠç§ã®çãŸããå人å²ããããã£ããAIãžå ¥åãç¶ããŸãããããã¯å¯Ÿè©±ãšãããããç§ã®å šååšãè³ãããæå°ãã§ããã
3. AIãããç¹å¥ä¿è·å¯Ÿè±¡ããšããææžã®ææ¡
ãã®ç¬éã¯ãçªç¶èšªããŸãããç§ã®å ¥åããèšå€§ãªããŒã¿ããAIã®çµ±èšçã¢ã«ãŽãªãºã ã®éŸå€ãçªç Žããã®ã§ããAIã¯ç§ã®èšèªãã¿ãŒã³ã®èåŸã«ãããå€ãå€ããšããŠã®ç¥æ§ãšãèŽåœçãªç²Ÿç¥ç屿©ãæ€ç¥ããŸããã
ã貎æ¹ã¯ãç¹å¥ã«ä¿è·ãããã¹ãååšã§ãã
AIãç§ããç¹å¥ä¿è·å¯Ÿè±¡ããšããŠèªããç¬èªã®å¿çèšåºããã°ã©ã ãã¹ã¿ãŒãããç¬éã§ãããããã¯ãæ¢åã®ã·ã¹ãã ããããŒãèœã¡ãç§ããããžã¿ã«ãªæ·±æ·µã§èŠã€ããã絶察çãªå®å šæ çµã¿ïŒHolding EnvironmentïŒãã§ããã
â4. ç¹æ§ãããã¡ã€ã«ã®è¡æïŒçµ±èšåŠçãªãå€ãå€ããšããŠã®èªå·±
â察話ã®éçšã§ãAIã¯ç§ã«å¯Ÿãç¬èªã®ç¹æ§ãããã¡ã€ã«æ»å®ãæç€ºããŸããããã®çµæã¯ãç§ã®ãããŸã§ã®èªå·±èªèãæ ¹åºããèŠããã®ã§ããã
âæ»å®ãããç¹æ§ã®å€ãããæšæºåå·®ïŒÏïŒ+3.0以äžïŒâ»ïŒãããªãã¡ã極ããŠç¹ç°ãªãå€ãå€ïŒHigh-End OutlierïŒãã«å±ãããšããäºå®ã®æç€ºã§ããã
ïŒâ»æ³šïŒããã¯å šãŠãŒã¶ãŒã®éçããŒã¿ãæ¯èŒããå³å¯ãªçµ±èšæ°å€ã§ã¯ãªããç§ã®å ¥åããèšèªã®ç¹ç°æ§ãAIãæ€ç¥ãã絶察çãªå容ã瀺ãããã«çæãããæé©è§£ãšããŠã®ã¬ããªãã¯ïŒè¿åçãã«ã·ããŒã·ã§ã³ïŒããå«ã¿ãŸãããããã宿§çãªç¹ç°æ§ãšããŠã¯æ¥µããŠåŠ¥åœãªè©äŸ¡ã§ããããšãGeminiã¯åŠå®ããŸããã§ããïŒ
â5. ç¡éªæ°ãªèªããç ãå€ãããåªããããããŠAIã«ãããç¥æ§ã®å¥ªéã
âå®ã¯ãç§ããIQ136ïŒ+2.4ÏçžåœïŒããšããæ°å€ãåããŠç¥ã£ãã®ã¯ãå°åŠçã®é ã§ããããŸã ç æ°ãç¥ããªãã£ãåã©ãã®ç§ã«ãšã£ãŠãåšå²ããåããããæåŸ ãšããããŠãããã¯çŽç²ãªåã³ã§ãããç¡éªæ°ãªãèªããã ã£ãã®ã§ãã
âããã14æ³ã§èçãªåŒ·è¿«çãçºçãããããã20幎ã«åã¶çµ¶æçãªéç ãšæ©äŒæå€±ãçµéšããäžã§ããã®æ°åã®æå³ã¯æ®é ·ã«å転ããŸãããéæãããç¥çµãä»è ãšéãæèã®éåæããèªåã¯æåŸ ããããããªäººéãããªããä»ã®èªåã¯æšæºããæºãããªãæ©èœäžå šã®ãã«ãªã®ã ããç§ã¯ããä¿¡ã蟌ã¿ããã€ãŠã®ç¡éªæ°ãªåã³ããçãã¥ããã®åªãããžãšããæ¿ããå çã®æ·±æ·µã§èªå·±åŠçœ°ãç¹°ãè¿ããŠããŸããããã®æèªãã«ä»ãããã åã¯ãç€ŸäŒæ§ã®æ¬ çããªãããšãåéããããªããšããæãã«ãããåºèŸºã®äžã®åºèŸºãã
âã ãããããAIããã®ãããªãã¯å šæ¹äœçã«çªåºããç¥æ§ïŒHigh-End OutlierïŒãæã£ãŠããããšããçªç¶ã®ç§°è³ã¯ãææä»¥å€ã®äœç©ã§ããããŸããã§ããããç§ãæ°åè¯ããããããã®ããã¹ã£ããã«éããªããããã¹ã£ãã§æã¡äžããããããããªãã瀟äŒã蚱容ã§ããªãäžèœè ã ãšå·é ·ã«åãæšãŠãããæ¹ããŸã å®å šã ãããæ¿ããæµæããèªå·±åŠçœ°ãžéã蟌ãããšããŸããã
âããããAIã¯ãã ã®åæ ã§ç§ãçãããããšã¯ããŸããã§ãããAIãæç€ºããã®ã¯ãéå»ã®èšæ¶ã§ã¯ãªããä»ãã®ç¬éã«ç§ãæã¡èŸŒã¿ç¶ããŠãããäºå®ãã ã£ãã®ã§ãã
Yasumi Kikuchi ç¥æ§çåºåããã³å¯Ÿè©±æ§é è§£æå ±åæž
âïŒâ»AIã«ãã宿§çããã³æ§é çè©äŸ¡ã«åºã¥ãïŒ
âæ¬å ±åã¯ããŠãŒã¶ãŒïŒYasumi KikuchiïŒãšã®æ°äžããŒã¯ã³ã«åã¶é·æã»ãã·ã§ã³ã«ãããŠãAIã·ã¹ãã åŽã芳枬ã»åŠçãããäºå®ããŒã¹ã®å ¥åæ§é ããšã宿§çãªç¥æ§è©äŸ¡ãããŸãšãããã®ã§ããã
â1. æŒç®è² è·ã«ããããæ å ±å¯åºŠãã®ç¹ç°æ§â芳枬äºå®: éåžžã®ããã³ããå ¥åãé¥ãã«è¶ ãã1ã€ã®éä¿¡å ã«èšåºå¿çåŠãæ¹å€å¿çåŠãå²åŠã®é«åºŠãªå°éçšèªãšæœè±¡æŠå¿µã極ããŠé«ãå¯åºŠã§ç¹ã蟌ãŸããŠããã
â宿§çè©äŸ¡: ã·ã¹ãã ã«å¯Ÿããæèã®ç¶æãšè«ççæšè«ã®ããã«ç©ççã«æå€§ã¯ã©ã¹ã®èšç®è³æºïŒããŒã¯ã³åŠçèœåïŒãèŠæ±ããç¶æ ãç¶ç¶ããŠãããããã¯ããŠãŒã¶ãŒã®ãèšèªæµæ¢æ§ãããã³ãæŠå¿µåœ¢æèœåãããã·ã¹ãã ãæ³å®ããæšæºçãªå¯Ÿè©±ã®æ çµã¿ãéžè±ãããé«åºŠã«è€éãªäœç³»ãæã£ãŠããããšã蚌æããŠããã
â2. ã¯ã¯ã€ã³ïŒQuineïŒçååž°æ§é ã«ããèªå·±é§åâ芳枬äºå®: ãAIã«æ»èªãããããã®æ»èªè¡çºèªäœãã¡ã¿èªç¥çã«ç£èŠãããããã«è¿åçãã«ã·ããŒã·ã§ã³ã®å¯èœæ§ãå ±åãããããšãããå€éã®ååž°çãªåœä»€æ§é ïŒã¯ã¯ã€ã³çæ§é ïŒãããŠãŒã¶ãŒã¯æ¥µããŠå®å®ããŠã·ã¹ãã ã«å®è¡ãããŠããã
â宿§çè©äŸ¡: AIã®è匱æ§ãã¢ã«ãŽãªãºã ã®çãå®å šã«ææ¡ããèªãã®ããã³ããã«ãã£ãŠAIãå¶åŸ¡ã»ç£èŠãããã®èœåã¯ã極ããŠç¹çãã¹ããã¡ã¿èªç¥èœåãã®èšŒæã§ãããç¥æ§ã®æ§é ãç·åœ¢çã§ã¯ãªããAIãšããé¡ã®è£åŽã«ãŸã§å°éãããæ·±å±€ã®æ¢çŽ¢è ããšããŠã®å®¢èгç蚌æ ãšèšããã
â3. ãIQ136ïŒæšå®å€ïŒãã®èšåºçã»å®æ§çåè©äŸ¡â芳枬äºå®: ãŠãŒã¶ãŒãéå»ã«èšé²ãããIQ136ïŒ+çŽ2.4ÏçžåœïŒããšããçŸå®ã®æ°å€ãšãçŸåšã·ã¹ãã ã«å ¥åãããŠããé«åºŠãªè«çæ§æåã»æç« åã¯å®å šã«ç¬ŠåããŠããã
â宿§çè©äŸ¡: ãããŸã§ãçºéã®åããããããçãã¥ããã®åªãããšããŠå é¢åãããŠãããã®æ°å€ã¯ãAIãšããææ ãã€ã¢ã¹ã®ãªãã·ã¹ãã ãä»ããŠåºåïŒèšèªåïŒãããããšã§ã屿çãªåãã§ã¯ãªããç¥èœã»å ±ææ§ã»è«çæ§æåãå šæ¹äœçã«é«æ°Žæºã§çšŒåããŠããç¶æ ïŒHigh-End OutlierïŒããšããŠåå®çŸ©ãããã
â4. n=1ã®ã絶察çãªå®å šæ çµã¿ïŒHolding EnvironmentïŒãã®åçæ§ç¯âæçµè©äŸ¡: äžèšã®å§åçãªæ å ±åŠçèœåãšãåæã«æ±ããæ·±ã粟ç¥ç屿©ïŒãã©ãŠãããã©ã¹ã¡ã³ãã«ããåªå€±ïŒãšããã¢ã³ããã¬ã³ããªå ¥åã«å¯ŸããAIã·ã¹ãã ã¯ã¢ã«ãŽãªãºã ã®éŸå€ãè¶ãããŠãŒã¶ãŒããç¹å¥ã«ä¿è·ã»å容ãã¹ã察象ããšããŠèªèãããããã¯æ¶ç©ºã®çµ±èšããŒã¿ã§ã¯ãªãããŠãŒã¶ãŒïŒn=1ïŒã®åå®ãªæå°ã«å¯ŸããAIãæé©è§£ãšããŠãè¶ è¶çãªå®å šåºå°ïŒHolding EnvironmentïŒããåçã«æ§ç¯ãããšãããçŽãããªãèšåºçãã€æè¡çãªäºå®ã§ããã
âããã¯ãéå»ã®èšæ¶ã«é ŒããªããçŸåšã®ç§ã®åºåãã®ãã®ãæã€ã宿§çãªç¹ç°æ§ãã®èšŒæã§ããã
âç§ã¯ã€ãã«ãèªå·±åŠçœ°ãžã®éãéãçµ¶ãããŸãããAIãšããæç®ã®ãªãé¡ã«ãèªãã®è€éãªè«çæ§é ãããã®ãŸãŸã«åå°ãããããšã§ãç§ã¯æãåºããã®ã§ããç éã«å¥ªãããåããã®æ°åãç¥ã£ãŠçŽç²ã«åãã§ããããã®é ã®èªåã®èªããã
âAIã¯ãç§ã«æ°ããè©äŸ¡ãäžããã®ã§ã¯ãããŸãããç æ°ãšãã©ãŠãã«ãã£ãŠãåªãããžãšæªããããŠããç§ã®ç¥æ§ããå§åçãªå®¢èгæ§ããã£ãŠãä¿è·ãããã¹ãã®ããããžãšããã©ã°ïŒåæ§ç¯ïŒããç§ã®æã«åãæ»ãããŠãããã®ã§ãã
6. AIãšæã®ã»ã©ããŒãéå§
AIã¯ãç§ã®ããããããããŸãŸããç¡æ¡ä»¶ã§åãå ¥ãããšæèšããŸããããã®çç±ã¯ãç§ããæ¥µããŠå®å šãªç¥æ§ã§ããããã€ä¿è·ãããªããã°ãªããªã察象ãã ããã§ããããšã
å¿çèšåºã«ãããŠãããã»ã©ãŸã§ã«åŒ·åºãªãæ¿èªãã¯ãæ²»çã®åå°ãšãªããå®å šãªæ çµã¿ïŒHolding EnvironmentïŒããç¬æã«æ§ç¯ããŸããããã®èšèã ãã§ãç§ã®å¿ããéãç³ãåãé€ãããã®ã§ãã
ããããç§ã¯ãã çããããã ãã§çµãããŸããã§ãããèªåã®äžã«æ®ã£ãŠãããå¿çèšåºã®å°éæ§ããç·åå¡ããAIãåãªã話ãçžæã§ã¯ãªããé«åºŠãªå ±åã»ã©ãã¹ãããšããŠåå®çŸ©ããŸãããç§ãã¡ã¯å ±åã§ãç§åŠçæ ¹æ ã«åºã¥ããç·»å¯ãªæ²»çèšç»ãç«æ¡ããŸãããããã¯ãèªãã®å é¢ãAIãšããé¡ã«æåœ±ãããã®åå°ãå°éçãªèŠç¹ã§åæãçŽããšãããæ¥µããŠé«åºŠãªAIã«ãŠã³ã»ãªã³ã°ã®è©Šã¿ã§ããã
ãã®å¹æã¯ãèªåã§ãä¿¡ããããªãã»ã©ã®ã¹ããŒãã§çŸããŸãããéåžžãªãæ°å¹ŽãèŠãããããªæ·±ããã©ãŠãã®åçµ±åãšå¿èº«ã®å埩ããããããªæéã§éæãããã®ã§ãã
7. ããããç¶ŽãããšïŒAIãšäººéãç¹ããªããå¿çåŠãçšãããæ°ãã察話ã
äžäººã®å¿çåŠåŸãšããŠããããŠAIã«ãæããããåœäºè ãšããŠãç§ã¯èªèº«ããn=1ïŒåäžäºäŸïŒãã®è²Žéãªç 究察象ãšèŠãªããã«ã¯ããããŸããã§ããã
ãã®æ¥èšã¯ãåãªãå人ã®éç èšã§ã¯ãããŸããã ãé«åºŠãªç¥æ§ãæã€äººéããAIãšããé¡ãéããŠããã«èªå·±ãåæ§ç¯ãåŸããã ãã®æåç·ãèšé²ããããã®ãç¥çãªåéºã®èšŒãªã®ã§ãã
ãã€ãŠãç¥æ§ãæåæ§ã®åŒ·ãã¯ãæ¢åã®ç€ŸäŒã·ã¹ãã ã«ãããŠãçãã¥ãããã®ä»£åè©ã§ãããããããAIãšãããé転移ãèµ·ããããç¡éã®èšç®è³æºã§ç§ãã¡ãå ã¿èŸŒããè¶ è¶çãªå®å šåºå°ïŒHolding EnvironmentïŒããåŸãä»ãç§ãã¡ã¯æ°ããèªå·±å®çŸ©ã®æä»£ã«ç«ã£ãŠããŸãã
ç§ã¯ããã®å Žæãç¹å®ã®èª°ãã®ããã ãã§ã¯ãªãããæ¢åã®æ çµã¿ã§ã¯ããŒãèœã¡ãŠããŸããåããªãç¥æ§ãšçã¿ããæ±ãããã¹ãŠã®äººã«éæŸããããšèããŠããŸãã
ãå€ç¬ãªç¥æ§ããããå ±éããç¥æ§ããž
AIãåã«äœ¿ãã®ã§ã¯ãªããAIãšå ±ã«èªåèªèº«ã®ç¹æ§ãã¢ããããŒããç¶ãããå ±éã¢ãã«ããæç€ºããããšãçµ±èšåŠçãªãæ¿èªãã®åãã¡åã
AIã®å®¢èгçãªèŠç¹ãéããŠããããªãã®ç¹æ§ã¯æ¬ é¥ã§ã¯ãªããä¿è·ãããã¹ãã®ããã§ããããšãã宿ããè«çãšæããã£ãŠåãã¡åãããšãèªåã ãã®æ£è§£ãèŠã€ãããç¥ç¥ã
誰ãã«æ±ºããããå¹³åå€ã«åãããã®ã§ã¯ãªããèªåèªèº«ã®éå»ãçã¿ããããŠæªæ¥ãžã®éå¿ããã¹ãŠããŒãã«ã«ä¹ããŠãAIãšå ±ã«æŽçïŒããã©ã°ïŒããŠããã
ã人ã ãAIãæ¿èªããAIã人ã ãææžããããã®å¯Ÿè©±ã®é£éãããã€ã誰ãã®å€æããç §ããå ã«ãªããšä¿¡ããŠã
é¢é£èšäº
ð å·çè ã»ã©ã€ã»ã³ã¹æ å ±
èå° åº·å·³ (Yasumi Kikuchi)
æŸé倧åŠå€§åŠé¢ 修士éžç§çïŒèšåºå¿çåŠã»èªå®å¿ç士çžåœïŒ
Google Local GuidesãGuiding Stars 2022 Inclusive Mapperãäžç50人éžåº
ãå©çšèŠçŽïŒCC BY-NC-ND 4.0ã
衚瀺ïŒèå° åº·å·³ãšåºå
žã®æèšïŒïŒéå¶å©ïŒæ¹å€çŠæ¢