å°å ¥
人工ç¥èœïŒAIïŒã¯ç£æ¥ãå€é©ããå¹çãé«ããã€ãããŒã·ã§ã³ãæšé²ããŠããŸããããããAIã®å°å ¥ãæ¥å¢ããã«ã€ãããã® ç°å¢ãžã®åœ±é¿ æé·ããŠããŸãã
ããã§ã AIã¯ç°å¢ã«æªãã®ã§ããããïŒ ç°¡åã«çãããšãAIã¯å€§ããè²¢ç®ã§ãã ççŽ æåºéãšãšãã«ã®ãŒæ¶è²»ã ãã§ãªããæç¶å¯èœæ§ã®ããã®ãœãªã¥ãŒã·ã§ã³ãæäŸããŠããŸãã
ãã®èšäºã§ã¯ä»¥äžã®å 容ã«ã€ããŠèª¬æããŸãã
â
AIãç°å¢ã«äžãã圱é¿
â
AIã¢ãã«ã®ãšãã«ã®ãŒã³ã¹ã
â
AIã®äºé
žåççŽ æåºé
â
AIãæ°åå€å察çã«ã©ã®ããã«åœ¹ç«ã€ã
â
ç°å¢ã«åªããAIã®æªæ¥
AI ãç°å¢ã«åãŒãæ¬åœã®åœ±é¿ãšããããåé¡ãªã®ãããããã¯æœåšçãªè§£æ±ºçãªã®ããæããã«ããŸãããã
ð¹ AIãç°å¢ã«äžãã圱é¿
AIã«ã¯èšå€§ãªèšç®èœåãå¿ èŠã§ããããã㯠é«ããšãã«ã®ãŒæ¶è²»ãšäºé žåççŽ æåºéäž»ãªç°å¢åé¡ã¯æ¬¡ã®ãšããã§ãã
âïž é«ãé»åéèŠ â AI ã¢ãã«ã®ãã¬ãŒãã³ã°ãšæäœã«ã¯èšå€§ãªéã®ãšãã«ã®ãŒãå¿
èŠã§ãã
âïž ããŒã¿ã»ã³ã¿ãŒã®ççŽ æåºé â AI㯠é»åã倧éã«æ¶è²»ããããŒã¿ã»ã³ã¿ãŒ 24æé365æ¥çšŒåã
âïž ããŒããŠã§ã¢ããã®é»åå»æ£ç© â AI éçºã«ãã GPU ã®éèŠãå éããé»åå»æ£ç©ãå¢å ããŸãã
âïž å·åŽã®ããã®æ°Žã®äœ¿çš â ããŒã¿ã»ã³ã¿ãŒã¯æ¶è²»ãã æ°ååãªããã«ã®æ°Ž éç±ãé²ãããã§ãã
AI ã¯æè¡çãªãã¬ãŒã¯ã¹ã«ãŒã§ãããç°å¢ãžã®åœ±é¿ã¯åŠå®ã§ããŸããã
ð¹ AIã¢ãã«ã®ãšãã«ã®ãŒã³ã¹ã
â¡ AIã¯ã©ããããã®ãšãã«ã®ãŒãæ¶è²»ããã®ã§ãããã?
AIã¢ãã«ã®ãšãã«ã®ãŒæ¶è²»éã¯ã ãµã€ãºãè€éãããã¬ãŒãã³ã°ããã»ã¹ã
ð GPT-3ïŒå€§èŠæš¡AIã¢ãã«ïŒã¯1,287MWhãæ¶è²»ãã èšç·Žäžã«æ¶è²»ããããšãã«ã®ãŒã¯ãéœåžå
šäœã® 1 ãæåã®ãšãã«ã®ãŒæ¶è²»éã«çžåœããŸãã
ð AIãã¬ãŒãã³ã°ã§åŸãããææ 284ãã³ä»¥äžã®COâãã«å¹æµãã 5å°ã®è»ã®å¯¿åœã«ãããæåºéã
ð AIæèŒ Googleæ€çŽ¢ã ãã§ãå°åœ1ã«åœåã®é»åãæ¶è²»ããã
ã¢ãã«ã倧ããã»ã©ã ãšãã«ã®ãŒãããããªã³ã倧èŠæš¡ãª AI ã¯ç°å¢ã«å¯Ÿããæœåšçãªæžå¿µäºé ãšãªããŸãã
ð¹ AI ã®äºé žåççŽ æåºé: ã©ããããæªãã®ã?
AIã®ç°å¢ãžã®åœ±é¿ã¯äž»ã« ããŒã¿ã»ã³ã¿ãŒã以äžã®è²¬ä»»ãè² ããŸã:
â
äžçã®é»å䜿çšéã®2% ïŒäžæãèŠèŸŒãŸããïŒ
â
èªç©ºæ¥çãããå€ãã®COâæåºé
â
GPUãšé«æ§èœããã»ããµã®éèŠå¢å
ð¥ AIãšä»ã®æ¥ç
æ¥ç | COâæåºé |
---|---|
èªç©ºæ è¡ | äžçã®COâã®2.5% |
ããŒã¿ã»ã³ã¿ãŒïŒAIãå«ãïŒ | 2%以äžå¢å äž |
äžçã®èªåè»æåºé | 9% |
AIã®å©çšãå¢ãããšãäºé žåççŽ æåºé㯠èªç©ºæ©ã®æåºéãäžåã æç¶å¯èœãªå¯Ÿçãæ¡çšãããªãéããå°æ¥çã«ã¯ãããªãããšã¯ãªãã ããã
ð¹ AIã¯æ°åå€åã«åœ¹ç«ã£ãŠããã®ãããããšã害ãäžããŠããã®ã?
AI㯠åé¡ã§ãã解決çã§ããã ç°å¢ã«ãåªãããäºé žåççŽ æåºéã¯æžå¿µããããã æ°åç 究ãšæç¶å¯èœæ§ãžã®åãçµã¿ã
ð AIãæ°åå€åã«äžããåœ±é¿ ïŒãã€ãã¹ã®åœ±é¿ïŒ
ð» AI ã¢ãã«ã®ãã¬ãŒãã³ã°ã«ã¯èšå€§ãªãšãã«ã®ãŒãæ¶è²»ãããŸãã
ð» å€ãã®å°åã§ã¯ããŒã¿ã»ã³ã¿ãŒãåç³çæã«äŸåããŠããŸãã
ð» å»æ£ããã AI ããŒããŠã§ã¢ããã®é»åå»æ£ç©ãå¢å ããŠããŸãã
ð» AI ãµãŒããŒã®å·åŽã«ã¯éå°ãªæ°Žã®äœ¿çšãå¿
èŠã§ãã
ð± AIãç°å¢ä¿è·ã«ã©ã®ããã«åœ¹ç«ã€ã ïŒãã©ã¹ã®åœ±é¿ïŒ
â
ãšãã«ã®ãŒå¹çã®ããã®AI â é»å網ãæé©åãããšãã«ã®ãŒã®ç¡é§ãåæžããŸãã
â
æ°åã¢ããªã³ã°ã®ããã® AI â ç§åŠè
ãæ°åå€åãäºæž¬ããããã«å¯Ÿæããã®ã«åœ¹ç«ã¡ãŸãã
â
åçå¯èœãšãã«ã®ãŒã«ãããAI â 倪éœå
ãšé¢šåã®ãšãã«ã®ãŒå¹çãåäžããŸãã
â
ã¹ããŒãã·ãã£ã®ããã®AI â ã¹ããŒããªäº€éãšãšãã«ã®ãŒç®¡çãéããŠäºé
žåççŽ æåºéãåæžããŸãã
AIã¯è«žåã®å£ã§ããããã®åœ±é¿ã¯ ã©ãã ã責任ãæã£ãŠéçºããã䜿çšãããŠãããã
ð¹ ãœãªã¥ãŒã·ã§ã³: AI ãããæç¶å¯èœã«ããã«ã¯ã©ãããã°ããã§ãããã?
AI ã®ç°å¢ãžã®åœ±é¿ã軜æžããããã«ããã¯ãããžãŒäŒæ¥ãšç 究è ã¯æ¬¡ã®ããšã«éç¹ã眮ããŠããŸãã
1ïžâ£ ã°ãªãŒã³ããŒã¿ã»ã³ã¿ãŒ
ð¹ åçå¯èœãšãã«ã®ãŒæºïŒé¢šåã倪éœå
ïŒã䜿çšã㊠AI éçšã«é»åãäŸçµŠããŸãã
ð¹ GoogleãMicrosoftãAmazonã¯ã«ãŒãã³ãã¥ãŒãã©ã«ãªããŒã¿ã»ã³ã¿ãŒã«æè³ããŠããŸãã
2ïžâ£ å¹ççãªAIã¢ãã«
ð¹ çŸå ããå°ããæé©åãããAIã¢ãã« ãšãã«ã®ãŒæ¶è²»éãå°ãªããã®ã
ð¹ AIãã¬ãŒã ã¯ãŒã¯ ã¿ã€ããŒML çŠç¹ãåœãŠã äœæ¶è²»é»åAIã³ã³ãã¥ãŒãã£ã³ã°ã
3ïžâ£ ãªãµã€ã¯ã«ãšããŒããŠã§ã¢ã®æç¶å¯èœæ§
ð¹ é»åæ©åšå»æ£ç©ã®åæž å€ãAIããŒããŠã§ã¢ã®ãªãµã€ã¯ã«ã
ð¹ AI ããããš GPU ã«ç°å¢ã«åªããçŽ æã䜿çšããŸãã
4ïžâ£ ç°å¢ä¿è·ã®ããã®AI
ð¹ AIã¯æ£®æç Žå£ã®é²æ¢ãæé©åã«åœ¹ç«ã£ãŠããŸã 蟲æ¥ã建ç©å
ã®ãšãã«ã®ãŒæ¶è²»ãåæžããŸãã
ð¹ 次ã®ãããªäŒæ¥ ãã£ãŒããã€ã³ã AIã䜿ã£ãŠãšãã«ã®ãŒäœ¿çšéãåæž Googleã®ããŒã¿ã»ã³ã¿ãŒã40%å¢å ã
ãããã®åãçµã¿ãç¶ãã°ãAI㯠å°çèŠæš¡ã®æç¶å¯èœæ§ã®ç®æšã«è²¢ç®ããªãããç°å¢è² è·ãåæžããã
ð¹ AIãšç°å¢ã®æªæ¥
AI㯠æ°åå±æ©ã®å éåš ãŸã㯠æç¶å¯èœæ§ã®ä¿é²è ? å°æ¥ã¯ AIæè¡ã®ç®¡çæ¹æ³ã
ð AIãšæç¶å¯èœæ§ã«é¢ããäºæž¬
â
AIã¢ãã«ã¯ ãããšãã«ã®ãŒå¹çãé«ã æé©åãããã¢ã«ãŽãªãºã ã䜿çšããŸãã
â
ããå€ãã®AIããŒã¿ã»ã³ã¿ãŒã 100%åçå¯èœãšãã«ã®ãŒã
â
äŒæ¥ã¯æè³ãã äœãšãã«ã®ãŒAIããããšæç¶å¯èœãªã³ã³ãã¥ãŒãã£ã³ã°ã
â
AIã¯ã æ°åå€åã®è§£æ±ºç ççŽ è¿œè·¡ããšãã«ã®ãŒæé©åãªã©ã
æ¿åºãæ¥çã ã°ãªãŒã³AIAIã ãããã«ãŒãã³ãã¥ãŒãã©ã«âããã㯠ã«ãŒãã³ãã¬ãã£ãã
ð¹ AIã¯ç°å¢ã«æªãã®ãïŒ
AI㯠ç°å¢ãžã®æªåœ±é¿ãšè¯ã圱é¿ã®äž¡æ¹äžæ¹ã§ãAIã® ãšãã«ã®ãŒæ¶è²»ãšççŽ æåºé æ·±å»ãªæžå¿µäºé ã§ããäžæ¹ã§ãAI㯠æ°åå€åãšéã ä¿é²ãã ãšãã«ã®ãŒå¹çã
éµãšãªãã®ã¯ãAIã æç¶å¯èœã§ç°å¢ã«åªããæ¹æ³ç¶ç¶çãªã€ãããŒã·ã§ã³ã«ããã ã°ãªãŒã³AIã çãšãã¢ãã«ã ãã㊠åçå¯èœãšãã«ã®ãŒãå©çšããããŒã¿ã»ã³ã¿ãŒAI㯠ç°å¢ä¿è·ã®ããã®å è² åµã§ã¯ãªãã