AIãæŽ»çšããäœç©äºæž¬ããããã«èŸ²æ¥ãå€é©ããåéãé«ããè³æºå©çšãæé©åããäžçã®é£æå®å šä¿éã«è²¢ç®ããŠããããæ¢ããŸãã蟲æ¥ã«ãããAIã®æè¡ãå©ç¹ã課é¡ã«ã€ããŠåŠã³ãŸãããã
AIã«ããäœç©äºæž¬ïŒæç¶å¯èœãªæªæ¥ã®ããã®èŸ²æ¥é©åœ
äžçã®é£æå®å šä¿éã®æ ¹å¹¹ã§ãã蟲æ¥ã¯ã21äžçŽã«ãããŠåäŸã®ãªã課é¡ã«çŽé¢ããŠããŸãã人å£ã®å¢å ãæ°åå€åãè³æºã®æ¯æžã飿éèŠã®å¢å€§ããäžçäžã®èŸ²æ¥ã·ã¹ãã ã«èšãç¥ããªãå§åããããŠããŸãããããã®èª²é¡ã«å¯ŸåŠããããã蟲æ¥åéã§ã¯é©æ°çãªæè¡ãžã®è»¢æãé²ãã§ããããã®äžã§ã人工ç¥èœïŒAIïŒãå€é©ãããããåãšããŠå°é ããŠããŸãã蟲æ¥ã«ãããAIã®æãææãªå¿çšäŸã®äžã€ãäœç©äºæž¬ã§ãããããã¯ããŒã¿åæã𿩿¢°åŠç¿ã掻çšããŠäœç©ã®åéãäºæž¬ããè³æºé åãæé©åããèŸ²å®¶ã®æææ±ºå®ã匷åãããã®ã§ãããã®ããã°èšäºã§ã¯ãAIäœç©äºæž¬ã®å æ¬çãªæŠèŠãæäŸãããã®æ¹æ³è«ãå©ç¹ã課é¡ããããŠå°æ¥ã®å±æã«ã€ããŠæ¢ããŸãã
AIäœç©äºæž¬ãšã¯ïŒ
AIäœç©äºæž¬ãšã¯ã人工ç¥èœã¢ã«ãŽãªãºã ãçšããŠãåç©«åã«äœç©ã®åéãå質ãå šäœçãªããã©ãŒãã³ã¹ãäºæž¬ããããšã§ãããã®äºæž¬èœåã¯ã以äžã®ãããªæ§ã ãªãœãŒã¹ããã®èšå€§ãªéã®ããŒã¿ãåæããããšã«ãã£ãŠéæãããŸãã
- éå»ã®æ°è±¡ããŒã¿ïŒæ°æž©ãéæ°Žéãæ¹¿åºŠãæ¥å°éããã®ä»ã®æ°åèŠå ã
- åå£ããŒã¿ïŒæ é€çŽ ã¬ãã«ãpHãæ°Žå嫿éãåå£ã®çš®é¡ã
- äœç©ããŒã¿ïŒåçš®ãäœä»æ¥ãçè²æ®µéãéå»ã®åéã
- ãªã¢ãŒãã»ã³ã·ã³ã°ããŒã¿ïŒè¡æç»åããããŒã³ç»åãèªç©ºåçãªã©ããåŸãããäœç©ã®å¥åº·ç¶æ ãæ€çææ°ãåå°å©çšãã¿ãŒã³ã«é¢ããæ å ±ã
- åžå ŽããŒã¿ïŒäŸ¡æ ŒãéèŠãäŸçµŠã®ååã
- 蟲家ããã®å ¥åïŒäœä»ãæ¹æ³ãçæŒã¹ã±ãžã¥ãŒã«ãæœè¥ã
ãããã®å€æ§ãªããŒã¿ã»ãããçµ±åã»åæããããšã§ãAIã¢ã«ãŽãªãºã ã¯äººéã«ã¯ãã°ãã°ç¥èŠã§ããªããã¿ãŒã³ãçžé¢é¢ä¿ãåŸåãç¹å®ã§ããŸãããããã®æŽå¯ã¯ãé«ã粟床ã§äœç©ã®çµæãäºæž¬ããäºæž¬ã¢ãã«ãæ§ç¯ããããã«äœ¿çšãããŸãããããã®äºæž¬ã¢ãã«ã䜿çšããããšã§ãèŸ²å®¶ã¯æ å ±ã«åºã¥ããæææ±ºå®ãè¡ããè³æºå©çšãæé©åãããªã¹ã¯ã軜æžããããšãã§ããŸãã
AIäœç©äºæž¬ã®ä»çµã¿
AIäœç©äºæž¬ã®ããã»ã¹ã¯ãéåžžã以äžã®ã¹ãããã§æ§æãããŸãã
- ããŒã¿åéïŒæ§ã ãªãœãŒã¹ããããŒã¿ãåéããããŒã¿ã®å質ãšå®å šæ§ã確ä¿ããã
- ããŒã¿ååŠçïŒããŒã¿ãã¯ã¬ã³ãžã³ã°ã倿ãçµ±åããåæã«é©ãã圢ã«ãããããã«ã¯ãæ¬ æå€ã®åŠçãå€ãå€ã®é€å»ãããŒã¿ã®æ£èŠåãªã©ãå«ãŸããã
- ç¹åŸŽéžæïŒäœç©ã®åéã«åœ±é¿ãäžããæãé¢é£æ§ã®é«ã倿°ïŒç¹åŸŽïŒãç¹å®ããããã®ã¹ãããã¯ãã¢ãã«ãç°¡çŽ åãã粟床ãåäžãããã®ã«åœ¹ç«ã€ã
- ã¢ãã«éçºïŒæ©æ¢°åŠç¿ïŒMLïŒã深局åŠç¿ïŒDLïŒã¢ãã«ãªã©ãé©åãªAIã¢ã«ãŽãªãºã ãéžæãããã¬ãŒãã³ã°ããã
- ã¢ãã«æ€èšŒïŒå¥ã®ããŒã¿ã»ããã§ã¢ãã«ã®ããã©ãŒãã³ã¹ããã¹ããããã®æ£ç¢ºæ§ãšä¿¡é Œæ§ã確èªããã
- å±éïŒã¢ãã«ãå®äžçã®ç°å¢ã«å®è£ ãã蟲家ã蟲æ¥é¢ä¿è ã«äœç©äºæž¬ãæäŸããã
- ç£èŠãšæ¹åïŒã¢ãã«ã®ããã©ãŒãã³ã¹ãç¶ç¶çã«ç£èŠããæ°ããããŒã¿ã§æŽæ°ããŠãé·æçã«ãã®ç²ŸåºŠãç¶æããã
äœç©äºæž¬ã«äœ¿çšãããäž»èŠãªAIæè¡
äœç©äºæž¬ã«ã¯ããã€ãã®AIæè¡ãçšããããŠãããããããã«é·æãšçæããããŸãã
- æ©æ¢°åŠç¿ïŒMLïŒïŒååž°ã¢ãã«ããµããŒããã¯ã¿ãŒãã·ã³ïŒSVMïŒãã©ã³ãã ãã©ã¬ã¹ããªã©ã®MLã¢ã«ãŽãªãºã ã¯ãããŒã¿ããåŠç¿ããŠæ£ç¢ºãªäºæž¬ãè¡ãèœåããããããäœç©äºæž¬ã«äžè¬çã«äœ¿çšãããã
- 深局åŠç¿ïŒDLïŒïŒç¹ã«ç³ã¿èŸŒã¿ãã¥ãŒã©ã«ãããã¯ãŒã¯ïŒCNNïŒãååž°åãã¥ãŒã©ã«ãããã¯ãŒã¯ïŒRNNïŒãªã©ã®DLã¢ãã«ã¯ãè¡æç»åãæç³»åããŒã¿ãªã©ã®è€éãªããŒã¿ã»ããã®åæã«å¹æçã§ãããDLã¢ãã«ã¯ããŒã¿ããé¢é£ããç¹åŸŽãèªåçã«æœåºã§ãããããæåã§ã®ç¹åŸŽãšã³ãžãã¢ãªã³ã°ã®å¿ èŠæ§ãæžããã
- æç³»ååæïŒãã®æè¡ã¯ãæéé ã«ã€ã³ããã¯ã¹ä»ããããããŒã¿ãã€ã³ããåæããããã«äœ¿çšããããARIMAïŒèªå·±ååž°ååç§»åå¹³åïŒã®ãããªææ³ã¯ãéå»ã®ãã¿ãŒã³ã«åºã¥ããŠå°æ¥ã®å€ãäºæž¬ã§ãããããçµæçãªäœç©åéã®äºæž¬ã«æçšã§ããã
- å°ç空éåæïŒããã«ã¯ãåå£å³ãè¡æç»åãªã©ã®å°çããŒã¿ãåæããäœç©ã®å¥åº·ç¶æ ãåéã®ç©ºéçãã¿ãŒã³ãçè§£ããããšãå«ãŸãããGISïŒå°çæ å ±ã·ã¹ãã ïŒããŒã«ã¯ãç©ºéæ å ±ãåã蟌ãããã«AIã¢ãã«ãšçµã¿åãããŠäœ¿çšãããããšãå€ãã
AIäœç©äºæž¬ã®å©ç¹
AIäœç©äºæž¬ã¯ã蟲家ã蟲æ¥é¢é£äŒæ¥ããããŠäžçã®é£æã·ã¹ãã ã«å€ãã®å©ç¹ããããããŸãã
1. åéãšçç£æ§ã®åäž
äœç©ã®åéãæ£ç¢ºã«äºæž¬ããããšã§ã蟲家ã¯äœä»ãæŠç¥ãçæŒã¹ã±ãžã¥ãŒã«ãæœè¥ãæé©åããçç£æ§ãæå€§åã§ããŸããäŸãã°ãã¢ãã«ãå¹²ã°ã€ã®ç¶æ³ã«ããå¹³å以äžã®åéãäºæž¬ããå Žåã蟲家ã¯ç¯æ°Žå¯Ÿçã宿œããããå¹²ã°ã€ã«åŒ·ãåçš®ã«åãæ¿ãããããããšãã§ããŸããããã«ãããåéãå¢å ããè³æºå¹çãåäžããŸãã
äºäŸïŒã€ã³ãã§ã¯ãAIãæŽ»çšããäœç©äºæž¬ã·ã¹ãã ã䜿çšãã蟲家ããç±³ãå°éºŠãªã©ã®äœç©ã§æå€§20%ã®åéå¢å ãå ±åããŠããŸãããããã®ã·ã¹ãã ã¯ãäºæž¬ãããæ°è±¡ãã¿ãŒã³ãå壿¡ä»¶ã«åºã¥ããŠãçæŒãæœè¥ã害è«é§é€ã«é¢ãããªã¢ã«ã¿ã€ã ã®æšå¥šäºé ãæäŸããŸãã
2. è³æºç®¡çã®æé©å
AIäœç©äºæž¬ã«ããã蟲家ã¯è³æºãããå¹ççã«äœ¿çšããç¡é§ãæžãããç°å¢ãžã®åœ±é¿ãæå°éã«æããããšãã§ããŸããæåŸ ãããåéãç¥ãããšã§ã蟲家ã¯é©åãªéã®æ°Žãè¥æã蟲è¬ãå²ãåœãŠãéå°ãŸãã¯éå°ãªæœçšãé¿ããããšãã§ããŸããããã«ãããã³ã¹ãåæžãšç°å¢æ±æã®ãªã¹ã¯äœæžã«ã€ãªãããŸãã
äºäŸïŒãªã©ã³ãã§ã¯ãå é²çãªæž©å®€èŸ²æ¥ã§AIé§åã·ã¹ãã ãå©çšããæž©åºŠãæ¹¿åºŠãæ é€ã¬ãã«ã粟å¯ã«å¶åŸ¡ããŠããŸããããã«ãããé«ãäœç©åéãç¶æããªãããæ°Žãšè¥æã®äœ¿çšéãå€§å¹ ã«åæžããŠããŸãã
3. æææ±ºå®ã®æ¹å
AIäœç©äºæž¬ã¯ãèŸ²å®¶ã«æ å ±ã«åºã¥ããæææ±ºå®ãæ¯æŽãã貎éãªæŽå¯ãæäŸããŸãã蟲家ã¯ãããã®äºæž¬ãå©çšããŠãåç©«ã¹ã±ãžã¥ãŒã«ãè²¯èµæŠç¥ãããŒã±ãã£ã³ã°èšç»ãç«ãŠãããšãã§ããŸããæ£ç¢ºãªåéäºæž¬ã¯ã蟲家ãè²·ãæãšããè¯ãäŸ¡æ Œã§äº€æžãããã貞ãæããèè³ã確ä¿ãããããã®ã«ã圹ç«ã¡ãŸãã
äºäŸïŒç±³åœã®èŸ²å®¶ã¯ãäœç©ä¿éºã«é¢ããæ å ±ã«åºã¥ããæ±ºå®ãäžãããã«äœç©äºæž¬ããŒã¿ã䜿çšããŠããŸããæœåšçãªãªã¹ã¯ãšåéãçè§£ããããšã§ãæè³ãä¿è·ããããã«é©åãªä¿éºé©çšç¯å²ãéžæã§ããŸãã
4. ãªã¹ã¯è»œæž
AIäœç©äºæž¬ã¯ã蟲家ã倩åã®å€åã害è«ãç æ°ã«é¢é£ãããªã¹ã¯ã軜æžããã®ã«åœ¹ç«ã¡ãŸããæœåšçãªè åšãæ©æã«ç¹å®ããããšã§ã蟲家ã¯äœç©ãä¿è·ããããã®äºé²æªçœ®ãè¬ããããšãã§ããŸããäŸãã°ãã¢ãã«ã害è«çºçã®é«ããªã¹ã¯ãäºæž¬ããå Žåã蟲家ã¯åºç¯å²ãªè¢«å®³ãé²ãããã«æšçãçµã£ã害è«é§é€å¯Ÿçã宿œã§ããŸãã
äºäŸïŒãµãã©ä»¥åã®ã¢ããªã«ã§ã¯ãAIãæŽ»çšããã·ã¹ãã ããã€ããŽãªã©ã®äœç©ãé£ã¹ã害è«ã®çºçãäºæž¬ããããã«äœ¿çšãããŠããŸããæ©æèŠåã«ãããèŸ²å®¶ãæ¿åºã¯ã¿ã€ã ãªãŒãªé²é€æªçœ®ã宿œãã壿» çãªäœç©æå€±ãé²ãããšãã§ããŸãã
5. ãµãã©ã€ãã§ãŒã³å¹çã®åäž
AIäœç©äºæž¬ã¯ã蟲æ¥ãµãã©ã€ãã§ãŒã³å šäœã®å¹çãåäžãããããšãã§ããŸããæ£ç¢ºãªåéäºæž¬ã«ããã蟲家ãå å·¥æ¥è ãæµéæ¥è ãå°å£²æ¥è ã®éã§ããè¯ãèšç»ãšèª¿æŽãå¯èœã«ãªããŸããããã«ãããç¡é§ãæžããç©æµãæ¹åãããããå®å®ãã飿äŸçµŠã確ä¿ãããŸãã
äºäŸïŒãã©ãžã«ã§ã¯ãAIããµããŠããã®åéãäºæž¬ããããã«äœ¿çšãããŠããã補ç³å·¥å Žã¯çç£ã¹ã±ãžã¥ãŒã«ãšç©æµãæé©åã§ããŸããããã«ãããåœå å€ã®éèŠãæºããããã®ç ç³ãšãšã¿ããŒã«ã®å®å®äŸçµŠã確ä¿ãããŸãã
6. äžçã®é£æå®å šä¿éãžã®è²¢ç®
åéãé«ããè³æºå©çšãæé©åãããªã¹ã¯ã軜æžããããšã§ãAIäœç©äºæž¬ã¯äžçã®é£æå®å šä¿éã«è²¢ç®ããŸããäžçã®äººå£ãå¢ãç¶ããäžãæç¶å¯èœãªæ¹æ³ã§èŸ²æ¥çç£æ§ãåäžãããããšãäžå¯æ¬ ã§ããAIäœç©äºæž¬ã¯ããã®ç®æšãéæããããã®åŒ·åãªããŒã«ãæäŸããŸãã
äºäŸïŒåœé£é£ç³§èŸ²æ¥æ©é¢ïŒFAOïŒãªã©ã®åœéæ©é¢ã¯ãéçºéäžåœã«ããã飿å®å šä¿éãæ¹åããããã«ã蟲æ¥ã«ãããAIã®å©çšãæšé²ããŠããŸããAIãæŽ»çšããäœç©äºæž¬ããŒã«ãžã®ã¢ã¯ã»ã¹ãèŸ²å®¶ã«æäŸããããšã§ããããã®çµç¹ã¯é£¢é€ãšè²§å°ã®åæžãç®æããŠããŸãã
AIäœç©äºæž¬ã®èª²é¡ãšéç
å€ãã®å©ç¹ãããã«ãããããããAIäœç©äºæž¬ã«ã¯ããã€ãã®èª²é¡ãšéçãååšããŸãã
1. ããŒã¿ã®å¯çšæ§ãšå質
AIäœç©äºæž¬ã¢ãã«ã®ç²ŸåºŠã¯ãããŒã¿ã®å¯çšæ§ãšå質ã«å€§ããäŸåããŸããå€ãã®å°åãç¹ã«éçºéäžåœã§ã¯ã倩åãåå£ãäœç©åéã«é¢ããããŒã¿ãéãããŠããããä¿¡é Œæ§ãäœãããšããããŸãããã®ããŒã¿äžè¶³ã¯ã广çãªAIã¢ãã«ã®éçºãšå±éã劚ããå¯èœæ§ããããŸããæ¬ æå€ããšã©ãŒãäžæŽåãªã©ã®ããŒã¿å質ã®åé¡ããã¢ãã«ã®ããã©ãŒãã³ã¹ã«æªåœ±é¿ãäžããå¯èœæ§ããããŸãã
2. è€éããšèšç®èŠä»¶
AIäœç©äºæž¬ã¢ãã«ã®éçºãšå±éã¯ãèšç®éçŽçã§ãããå°éçãªç¥èãå¿ èŠãšããããšããããŸããäŸãã°ãè€éãªæ·±å±€åŠç¿ã¢ãã«ã®ãã¬ãŒãã³ã°ã«ã¯ãããªãã®èšç®ãªãœãŒã¹ãšãããŒã¿ãµã€ãšã³ã¹ããã³æ©æ¢°åŠç¿ã®é«åºŠãªã¹ãã«ãå¿ èŠã§ããããã¯ããªãœãŒã¹ãéãããŠããå°èŠæš¡èŸ²å®¶ã蟲æ¥é¢é£äŒæ¥ã«ãšã£ãŠéå£ãšãªãå¯èœæ§ããããŸãã
3. ã¢ãã«ã®äžè¬åãšç§»æ€æ§
AIäœç©äºæž¬ã¢ãã«ã¯ãç¹å®ã®å°åãäœç©ã®ããŒã¿ã§ãã¬ãŒãã³ã°ãããããšããããããŸãããããã®ã¢ãã«ã¯ãæ°åãåå£ã蟲æ³ã®éãã«ãããä»ã®å°åãäœç©ã«ã¯ããŸãäžè¬åã§ããªãå ŽåããããŸããæ°ããç°å¢ã«å®¹æã«ç§»æ€ãŸãã¯é©å¿ã§ããã¢ãã«ãéçºããããšã¯ãéèŠãªèª²é¡ã§ãã
4. è§£éå¯èœæ§ãšèª¬æå¯èœæ§
äžéšã®AIã¢ãã«ãç¹ã«æ·±å±€åŠç¿ã¢ãã«ã¯ãã©ã®ããã«ããŠäºæž¬ã«è³ã£ãããçè§£ããã®ãé£ãããããããã©ãã¯ããã¯ã¹ããšèŠãªãããããšããããããŸãããã®è§£éå¯èœæ§ã®æ¬ åŠã¯ã蟲家ããããã®ã¢ãã«ãä¿¡é Œããæ¡çšããããšãå°é£ã«ããå¯èœæ§ããããŸããä¿¡é Œãç¯ããæ¡çšãä¿é²ããããã«ã¯ãããéæã§èª¬æå¯èœãªAIã¢ãã«ãéçºããããšãäžå¯æ¬ ã§ãã
5. å«ççããã³ç€ŸäŒçé æ ®
蟲æ¥ã«ãããAIã®äœ¿çšã¯ãããã€ãã®å«ççããã³ç€ŸäŒçé æ ®ãåŒãèµ·ãããŸããäŸãã°ãAIãæŽ»çšããã·ã¹ãã ããå°èŠæš¡èŸ²å®¶ãããå€§èŠæš¡èŸ²å Žãåªéããããšã§ãæ¢åã®äžå¹³çãæªåããããªã¹ã¯ããããŸããAIæè¡ããã¹ãŠã®å©å®³é¢ä¿è ã«å©çããããããæç¶å¯èœã§å ¬å¹³ãªèŸ²æ¥éçºãä¿é²ããæ¹æ³ã§éçºããã³å±éãããããšãä¿èšŒããããšãéèŠã§ãã
6. æ¢åã®èŸ²æ³ãšã®çµ±å
AIäœç©äºæž¬ãæ¢åã®èŸ²æ³ã«çµ±åããããšã¯å°é£ãªå ŽåããããŸããèŸ²å®¶ã¯æ°ããæè¡ã®æ¡çšã«æ¶æ¥µçã§ãã£ããã广çã«äœ¿çšããããã«å¿ èŠãªãã¬ãŒãã³ã°ããµããŒããäžè¶³ããŠããå ŽåããããŸããAIãæŽ»çšãããœãªã¥ãŒã·ã§ã³ã®æ¡çšãä¿é²ããããã«ã¯ã蟲家ã«ãŠãŒã¶ãŒãã¬ã³ããªãŒãªããŒã«ãšå æ¬çãªãã¬ãŒãã³ã°ããã°ã©ã ãæäŸããããšãéèŠã§ãã
AIäœç©äºæž¬ã®å°æ¥ã®åå
AIäœç©äºæž¬ã®åéã¯æ¥éã«é²åããŠãããããã€ãã®è峿·±ãååãçŸããŠããŸãã
1. IoTãšã»ã³ãµãŒæè¡ã®çµ±å
蟲æ¥ã«ãããã¢ãã®ã€ã³ã¿ãŒãããïŒIoTïŒããã€ã¹ãã»ã³ãµãŒã®äœ¿çšãå¢å ããŠãããå壿¡ä»¶ãæ°è±¡ãã¿ãŒã³ãäœç©ã®å¥åº·ç¶æ ã«é¢ããè±å¯ãªãªã¢ã«ã¿ã€ã ããŒã¿ãæäŸãããŠããŸãããã®ããŒã¿ãAIäœç©äºæž¬ã¢ãã«ã«çµ±åããããšã§ããã®ç²ŸåºŠãšé©ææ§ãå€§å¹ ã«åäžãããããšãã§ããŸãããã€ããŒã¹ãã¯ãã«ã«ã¡ã©ããã®ä»ã®ã»ã³ãµãŒãæèŒãããããŒã³ããäœç©ã®å¥åº·ç¶æ ãæ€çææ°ã«é¢ããè©³çŽ°ãªæ å ±ãåéããããã«äœ¿çšãããŠããŸãã
2. ã¯ã©ãŠãããŒã¹ã®ãã©ãããã©ãŒã éçº
ã¯ã©ãŠãããŒã¹ã®ãã©ãããã©ãŒã ã¯ãAIäœç©äºæž¬ã蟲家ã«ãšã£ãŠããã¢ã¯ã»ã¹ãããããæé ãªãã®ã«ããŠããŸãããããã®ãã©ãããã©ãŒã ã¯ã匷åãªèšç®ãªãœãŒã¹ãããŒã¿ã¹ãã¬ãŒãžãããã³äºåã«ãã¬ãŒãã³ã°ãããAIã¢ãã«ãžã®ã¢ã¯ã»ã¹ãæäŸããŸãã蟲家ã¯ãããã®ãã©ãããã©ãŒã ã䜿çšããŠãé«äŸ¡ãªããŒããŠã§ã¢ããœãããŠã§ã¢ã«æè³ããããšãªããããŒã¿ãã¢ããããŒãããŠäœç©äºæž¬ãåãåãããšãã§ããŸãã
3. ãšããžã³ã³ãã¥ãŒãã£ã³ã°ã®å©çš
ãšããžã³ã³ãã¥ãŒãã£ã³ã°ã¯ãããŒã¿ããœãŒã¹ã®è¿ãã§åŠçãã倧éã®ããŒã¿ãã¯ã©ãŠãã«éä¿¡ããå¿ èŠæ§ãæžãããŸããããã¯ãã€ã³ã¿ãŒãããæ¥ç¶ãéãããŠããé éå°ã§ç¹ã«åœ¹ç«ã¡ãŸãããšããžã³ã³ãã¥ãŒãã£ã³ã°ããã€ã¹ãåå Žã«å±éããŠã»ã³ãµãŒããŒã¿ãåæãã蟲家ã«ãªã¢ã«ã¿ã€ã ã®äœç©äºæž¬ãæäŸããããšãã§ããŸãã
4. ãªãŒãã³ãœãŒã¹AIã¢ãã«ã®éçº
ãªãŒãã³ãœãŒã¹AIã¢ãã«ã®éçºã¯ãäœç©äºæž¬ã®åéã«ãããååãšé©æ°ãä¿é²ããŠããŸãããªãŒãã³ãœãŒã¹ã¢ãã«ã¯ã誰ã§ãèªç±ã«äœ¿çšã倿Žãé åžã§ããŸããããã«ãããç ç©¶è ãéçºè ã¯æ¢åã®ç ç©¶ãåºã«ããã广çã§ã¢ã¯ã»ã¹ããããäœç©äºæž¬ããŒã«ãäœæã§ããŸãã
5. æç¶å¯èœã§åçå¯èœãªèŸ²æ¥ãžã®çŠç¹
AIäœç©äºæž¬ã¯ãæç¶å¯èœã§åçå¯èœãªèŸ²æ¥ã®å®è·µãæ¯æŽããããã«ãŸããŸã䜿çšãããŠããŸããè³æºå©çšãæé©åããç°å¢ãžã®åœ±é¿ãæžããããšã§ãAIã¯èŸ²å®¶ãããç°å¢ã«åªããæ¹æ³ã§é£æãçç£ããã®ã«åœ¹ç«ã¡ãŸããAIã¯ãŸããåå£ã®å¥åº·ç¶æ ãç£èŠããçç©å€æ§æ§ãä¿é²ãã蟲å°ã«ççŽ ãéé¢ããããã«ã䜿çšã§ããŸãã
6. ããŒãœãã©ã€ãºããã粟å¯èŸ²æ¥
AIã¯ã蟲家ãåã ã®æ€ç©ãåå Žå ã®ç¹å®ã®ãšãªã¢ã®ããŒãºã«åãããŠç®¡çæ¹æ³ã調æŽã§ãããããŒãœãã©ã€ãºããã粟å¯èŸ²æ¥ãå¯èœã«ããŠããŸããããã«ã¯ãã»ã³ãµãŒããããŒã³ããã®ä»ã®æè¡ã䜿çšããŠãæ€ç©ã®å¥åº·ç¶æ ãå壿¡ä»¶ã埮æ°åã«é¢ããè©³çŽ°ãªæ å ±ãåéããããšãå«ãŸããŸããAIã¢ãã«ã¯ããã®ããŒã¿ãåæããçæŒãæœè¥ã害è«é§é€ã«é¢ããããŒãœãã©ã€ãºãããæšå¥šäºé ãèŸ²å®¶ã«æäŸããããã«äœ¿çšã§ããŸãã
AIäœç©äºæž¬ã®å®äžçã§ã®æŽ»çšäŸ
ããã€ãã®äŒæ¥ãçµç¹ã¯ãäžçäžã®èŸ²æ¥ãå€é©ããããã«ããã§ã«AIäœç©äºæž¬ã䜿çšããŠããŸãã
- Microsoft FarmBeats: ãã®ãããžã§ã¯ãã¯ãã»ã³ãµãŒããããŒã³ãAIã䜿çšããŠã蟲家ãåéãæé©åããã³ã¹ããåæžããã®ãæ¯æŽããŸããFarmBeatsã¯ãåå£ã®æ°Žåãæž©åºŠãäœç©ã®å¥åº·ç¶æ ã«é¢ããããŒã¿ãåéããAIã䜿çšããŠçæŒãæœè¥ã害è«é§é€ã«é¢ããæŽå¯ãèŸ²å®¶ã«æäŸããŸãã
- IBM PAIRS Geoscope: IBM PAIRS Geoscopeã¯ãäœç©åéäºæž¬ãå«ãå°ç空éããŒã¿ããã³åæãµãŒãã¹ãæäŸããŸããè¡æç»åãæ°è±¡ããŒã¿ããã®ä»ã®å°çç©ºéæ å ±ãçµã¿åãããŠã蟲家ã蟲æ¥é¢é£äŒæ¥ã«äœç©ã®ããã©ãŒãã³ã¹ã«é¢ããæŽå¯ãæäŸããŸãã
- Descartes Labs: ãã®äŒç€Ÿã¯ãè¡æç»åãšAIã䜿çšããŠãäœç©åéäºæž¬ãäœç©å¥åº·ç£èŠãåå°å©çšå€åã®è¿œè·¡ãæäŸããŸããDescartes Labsã®ãã©ãããã©ãŒã ã¯ãæ¿åºã蟲æ¥é¢é£äŒæ¥ãéèæ©é¢ã飿å®å šä¿éãè³æºç®¡çãæè³ã«é¢ããæ å ±ã«åºã¥ããæ±ºå®ãäžãããã«äœ¿çšãããŠããŸãã
- PrecisionHawk: PrecisionHawkã¯ãäœç©å¥åº·ç£èŠãåéäºæž¬ãå«ãã蟲æ¥åãã®ãããŒã³ããŒã¹ã®ãœãªã¥ãŒã·ã§ã³ãæäŸããŸããå瀟ã®ãããŒã³ã«ã¯ãäœç©ã®å¥åº·ç¶æ ãæ€çææ°ã«é¢ããè©³çŽ°ãªæ å ±ããã£ããã£ãããã«ãã¹ãã¯ãã«ããã³ãã€ããŒã¹ãã¯ãã«ã«ã¡ã©ãæèŒãããŠããŸãããã®ããŒã¿ã¯AIã¢ã«ãŽãªãºã ã䜿çšããŠåæããã蟲家ã«äœç©ã®ããã©ãŒãã³ã¹ã«é¢ããæŽå¯ãæäŸããŸãã
- Taranis: Taranisã¯ãAIãæŽ»çšããèªç©ºç»åã䜿çšããŠãäœç©ã®ç æ°ã害è«ãæ é€äžè¶³ãæ€åºã»èšºæããŸããå瀟ã®ãã©ãããã©ãŒã ã¯ããããã®åé¡ãžã®å¯ŸåŠæ¹æ³ã«é¢ãããªã¢ã«ã¿ã€ã ã®ã¢ã©ãŒããšæšå¥šäºé ãèŸ²å®¶ã«æäŸããåéãä¿è·ãã³ã¹ããåæžããã®ã«åœ¹ç«ã¡ãŸãã
çµè«
AIäœç©äºæž¬ã¯èŸ²æ¥ã«é©åœããããããåéã®åäžãè³æºå©çšã®æé©åããªã¹ã¯ã®è»œæžããããŠäžçã®é£æå®å šä¿éãžã®è²¢ç®ã®ããã®åŒ·åãªããŒã«ãæäŸããŠããŸãã課é¡ã¯æ®ããã®ã®ã蟲æ¥ã«ãããAIã®æœåšçãªå©çã¯èšãç¥ããŸãããAIæè¡ã鲿©ãç¶ããããŒã¿ã®å¯çšæ§ãåäžããã«ã€ããŠãAIäœç©äºæž¬ã¯èŸ²æ¥ã®æªæ¥ã圢äœãäžã§ãŸããŸãéèŠãªåœ¹å²ãæããããã«ãªããŸãããããã®æè¡ãåãå ¥ãã蟲家ãç ç©¶è ãæ¿çç«æ¡è ãæè¡æäŸè ãååããããšã§ãAIã®æœåšèœåãæå€§éã«åŒãåºãããã¹ãŠã®äººã«ãšã£ãŠããæç¶å¯èœã§ãå埩åããããå ¬å¹³ãªé£æã·ã¹ãã ãåµé ããããšãã§ããŸãã
äœç©äºæž¬ã«ãããAIã®çµ±åã¯ãåãªãæè¡ç鲿©ã§ã¯ãããŸãããããã¯ãç§ãã¡ã蟲æ¥ã«åãçµãæ¹æ³ã«ããããã©ãã€ã ã·ããã衚ããŠããŸããããã¯èŸ²å®¶ã«ããŒã¿ã«åºã¥ããæŽå¯ãäžããæ å ±ã«åºã¥ããæææ±ºå®ãè¡ããå€åããç¶æ³ã«é©å¿ããããšãå¯èœã«ããŸããä»åŸãäžçäžã®å€æ§ãªèŸ²æ¥ã³ãã¥ããã£ã®ç¹å®ã®ããŒãºã«åããããã¢ã¯ã»ã¹ãããããæé ãªäŸ¡æ Œã®AIãœãªã¥ãŒã·ã§ã³ã®éçºã«æ³šåããããšãéèŠã§ãã蟲æ¥ã®æªæ¥ã¯ãã€ã³ããªãžã§ã³ãã§æç¶å¯èœã§ãããAIã®åã«ãã£ãŠæšé²ãããŸãã