
Big techã®ãœãããŠã§ã¢ãšã³ãžãã¢ããããŠãã¹ã¿ãŒãã¢ããã«å ¥ç€ŸããŸãã
ã¯ããã«
ã¯ãããŸããŠãMoriyaãšèšããŸãã
ãã®åºŠããã€ã¯ããœããã®ãœãããŠã§ã¢ãšã³ãžãã¢ããããŠãIVRyãšããã¹ã¿ãŒãã¢ããã«å
¥ç€ŸããŸãããçµæŽãæ¯ãè¿ãã€ã€ããªãå®å®ããŠãããšæãããã¡ãªå€§äŒæ¥ãé¢ããŠã¹ã¿ãŒãã¢ããã«å
¥ç€Ÿããæææ±ºå®ãããã®ããæžããŸããããã£ãªã¢ãèããŠããæ¹ã®åèã«ãªãã°å¹žãã§ãã
çµæŽ
倧åŠé¢ãäžéããŠå°±æŽ»
çŠå³¶åºèº«ã§ãäžäº¬ããŠå€§åŠã«å
¥åŠããã®åŸã修士課çšã«é²åŠããŸãããç ç©¶ãé¢çœãã£ãã®ã§ãå士課çšã«é²åŠããããšã«ããŸããã
ããããå士課çšé²åŠã決ããåŸã«æå°æå®ãç°åããŠãå士課çšã§ç 究宀ãããŒããå€ããããšã«ãªããŸãããããæ°ããç ç©¶ããŒãã«ãããããééçã«å³ããã£ãã®ã§ãç¿å¹Žã«æ¢å2幎ç®ãšããŠæ°å就掻ããããšã«ããŸããã
ã¹ã¿ãŒãã¢ããã§ã€ã³ã¿ãŒã³
æ¢å2幎ç®ã§æ¡çšãããæŠåšãåŸãããã«ãåèšããŒã¿åæã®ã¹ã¿ãŒãã¢ããã§ã€ã³ã¿ãŒã³ãéå§ããŸãããããã°ã©ãã³ã°ãåŠã³ãããŒã¿åæãã¯ã©ã€ã¢ã³ããžã®ãã¬ãŒã³ãããããŠããããŸããããŸããèªåãåããŠããéã«ããã®äŒç€Ÿãè²·åãããçµéšãããŸãããæ¢å2幎ç®ã®æ°å就掻ã¯å€§å€ã§ãããã䟡å€èгãå€ãã£ãçšæãªçµéšã§ããã
ãã®åŸã®çµæŽ
補è¬äŒç€Ÿ
æ°åå ¥ç€ŸãããŒã¿åæè·ã
ããžãã¹åæãMLéçºãããããŠéè·ã
DMM.com
ããŒã¿ãµã€ãšã³ã¹ããŒã ã®ç«ã¡äžãã
ç±æãã人ãã¡ãšããŒãããä»äºãäœããææãåºãã®ããšããµã€ãã£ã³ã°ã ã£ãã
æ¥åå 容ïŒ
åæãæœçææ¡ãå¹ææž¬å®ãçéã§
æ€çŽ¢ãã¬ã³ã¡ã³ãã®MLæ¹å
10人ã®ã¡ã³ããŒã®ãããžã¡ã³ã
転è·ã®ãã£ããïŒ
çµç¹ãå€ãããå°æ¬ããŠãã人ãã¡ãéè·ããŠãã£ãã
åªç§ãªååãå¢ããèªåãæããŠãåãããã ã£ãã
SWEãçµéšãããã£ãã
Microsoft development
MSNã»Bingã®ãã«ã¹ã¿ãã¯ãšã³ãžãã¢ã
å ¬çšèªãè±èªãäžçäžã®äººãšåããã
ãã€ã¯ããœããããã®è»¢è·ãèããçç±
èªåãçæ³ãšãããšã³ãžãã¢ã«ãªããç°å¢ã§ã¯ãªãã£ãããã§ãã
èªåãèããŠãããšã³ãžãã¢åã¯ãâ ããžãã¹ãäœãããšã³ãžãã¢ãâ¡OSSã§äžçãå€ãããããšã³ãžãã¢ãã§ããçç±ãšããŠã¯ãâ ã¯ã€ã³ã¿ãŒã³æã®äžåžã»DMMã®äžåžãªã©ããåšå²ãå·»ãèŸŒã¿æ°ãããããã¯ããç£ãå§¿å¢ã«æéãåãããããâ¡ã¯DMMã®ååãOSSãäœãã¢ã¡ãªã«ã®äŒç€Ÿã«åŒãæãããã®ããã£ãããã£ãããã§ãã
ãã€ã¯ããœããã¯ãçŠå©åçãå
å®ããŠåŸ
éãè¯ãã£ãã§ããããŒã ã®é°å²æ°ãæãããåããããè·å Žã§ããã
ããããçæ³ã«è¿ã¥ãããïŒããšããç¹ã§NOã§ãããâ ã«é¢ããŠãããžãã¹ã®äžå¿ã¯USã§ãããæ¥æ¬ãã©ã³ãã§æ°ããããžãã¹ã»ãããã¯ããäœãããšã¯éåžžã«é£ãããšæããŸãããâ¡ã¯ãæè¡ã¯ç€Ÿå
ç¬èªã®ãã®ã§ãOSSã䜿ãäœå°ããããŸããã§ãããUSç°åãæ€èšããŸããããä»®ã«ç°åããŠããèªåã®çæ³ã«è¿ã¥ããªããšæããŸããã
è±èªã話ããããã«ãªããè¶£å³ã®OSSã§ãææãåºããŠããã®ã§ãããéçºã»äºæ¥ã«æºããã圢ãšããŠè»¢è·ãæ€èšãå§ããŸããã
転è·è»žã§èããããš
ãçæ³ã«è¿ã¥ãããããåºæºã«èããŸããã
ãããžãã¹ãäœãããšã³ãžãã¢ããšããç¹ã§ã¹ã¿ãŒãã¢ãããæé·äºæ¥ã«æºããã¹ãã§ããOSSã§æŠãããšã³ãžãã¢ããšããç¹ã§ãLLMã絡ããOSSãçãäžãããšæããŸããã以äžã®çç±ãããLLMãé§äœ¿ããã¹ã¿ãŒãã¢ãããæé·äºæ¥ãã軞ã«è»¢è·ããããšã«ããŸããã
LLMãæŽ»ããããããã¯ããšã¯ïŒ
LLMãæŽ»ããããããã¯ããšã¯ä»¥äžã®ïŒã€ãšèããŠããŸããã
æ¢åã®æ©æ¢°åŠç¿ã®ä»£æ¿
ã¬ã³ã¡ã³ãã»æ€çŽ¢ãªã©ãLLMã«ãªã
LLMãããã®ãããã¯ã
人éã®å ¥åãè§£éã§ãã匷ã¿ã掻ãã
ãæ¢åã®æ©æ¢°åŠç¿ã®ä»£æ¿ãã¯æ¢åããžãã¹ã®å»¶é·ã§ããLLMãããã®ãããã¯ããã¯ããããã®ããžãã¹ãšæããŸãããäžæ¹ãtoCåãã®LLMãããã¯ãã¯ãAppleãLLMãiPhoneã«å°å ¥ãããè² ãããšæã£ãã®ã§ãtoBåãã®LLMãããã®ãããã¯ãããäœãã¹ã¿ãŒãã¢ããã«å ¥ãããšæããŸããã
IVRyã«ãžã§ã€ã³ããçç±
ãtoBåãã®LLMãããã®ãããã¯ãããšã¯é»è©±äºæ¥ããã£ãããããã ãšæã£ãŠããã®ã§ããããããªããæ¥ãIVRyã®èšäºãèŠã€ããŸããã
ããããããµãŒãã¹ã䌞ã³ããšæã£ãŠããããšããæ°æã¡ãšãèµ·æ¥ãžã®èå³ããã£ãã®ã§ãå
ãè¶ãããããšããæ°æã¡ã«ãªããŸãããå»å¹Žã®å€ããã«ã«ãžã¥ã¢ã«é¢è«ãç³ã蟌ã¿ãäŒç€Ÿã«éã³ã«è¡ããŸããã
äŒç€Ÿã«è¡ã£ãŠã¿ãŠãChatGPTã話é¡ã«ãªãåãããµãŒãã¹ãäœã£ãŠããå
èŠæ§ã奥西CEOã®äººéæ§ãé¢çœãã远æ±ããé°å²æ°ãå°è±¡ã«æ®ããŸããã
æçµçã«ãâ å°æ¥æ§â¡ã¡ã³ããŒã®åªç§ãã»é°å²æ°ã®è¯ãâ¢æè»æ§ïŒAIãšSREã®å
Œåã快諟ããŠããããïŒã®3ç¹ãããIVRyã«ãžã§ã€ã³ããããšã«ããŸããã
å ¥ç€Ÿãããè¿·ã£ãæã«èããããš
ããã€ã¯ããœããããããã®ãïŒããšããç¹ã§æ©ã¿ãŸãããã以äžã®çµè«ã«è³ããŸããã
â é·æçãªèªå·±æé·ã«æè³ããã
IVRyã«å
¥ãããšã¯ãçæçç®ç·ã ãšæç¢ºãªãªã¿ãŒã³ã¯äžæçã§ããããé·æã§è²ã
ãªãªã¿ãŒã³ããããšæããŸããã
IVRyã«ã¯çµéšãç©ãã åªç§ãªãšã³ãžãã¢é£ã«å ããä»ç€Ÿã§æŽ»èºãããŠããæ¹ã
ãç¶ã
å
¥ç€ŸããŠããç¹ãã«ã«ãã£ãŒäœãã«åãå
¥ããŠããç¹ãªã©ãããããžãã¹ã»ãããžã¡ã³ãé¢ã§ãåºæ¿ãå€ããšèããŸããã
誰ã«çžè«ããŠãããããããšèšãããæææ±ºå®ã¯äœãç£ãŸãªãç¡é£ãªéžæãšæããŸãããåçæ§ãšãªã¹ã¯ãäž¡ç«ããæ±ºæã«æå³ããããšæããŸããã
â¡äžã®äžã«äŸ¡å€ãçã¿ãã
ã¬ã¬ã·ãŒåããé»è©±æ¥çãå·æ°ããã®ã¯é¢çœããã£ã¬ã³ãžã ãšæããŸããã
ãã€ã¯ããœãããç¶ãããçç±ãšããŠãåŸ
éã®å®å®ããšããä¿å®çãªçç±ãæµ®ãã³ããããã䟡å€ãå±ãããããšããçç±ãäžäœã«åºãŠããŸããã§ããããããªç¶æ
ã§åãã®ã¯äžå¥å
šã§ãååã«ãå€±ç€Œãªæ°ãããŸããã
â¢ãªããšããªã
ã¹ã¿ãŒãã¢ããã«ãã£ã¬ã³ãžãã人ã¯å€ãããæ¥æ¬äººå£ãæžãããšãèãããšããã®ãã£ã¬ã³ãžãã©ã転ãã§ãããªããšããªãã ãããšæããŸããã
ä»åŸã«ã€ããŠ
AIãšã³ãžãã¢ãšããŠãžã§ã€ã³ããŸããããããžã·ã§ã³ã«ãšãããããã€ã³ãã¯ãããããããã¯ããäœããäŒç€Ÿã®éé£ç¶ãªæé·ãæãéããããšæããŸãããã¡ãã®èšäºãèªããšã€ã¡ãŒãžãæ¹§ããããããŸããã
å ¥ç€ŸããŠäžã¶æãçµãšããšããŠããŸãããAIãããã¯ããäœãã€ã€ãDatadogã«ããLLM APIã®ç£èŠãæ¡å ããããªã©ãå¹ åºãé åã«åãçµããŠããŸãã
æåŸã«
IVRyã§ã¯åçš®ããžã·ã§ã³ãåéããŠããŸããAIãšã³ãžãã¢ã¯ãŸã å°äººæ°ãªã®ã§ãä»ãªããã£ã³ã¹ããããšæããŸãã
èå³ãããæ¹ã¯ã«ãžã¥ã¢ã«é¢è«ã«å¿åããŠãã ããã