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çŸè¡ã®å¯Ÿè©±AIã§ã¯ã第äžã¯éšåçã«æç«ããŠããåŸäžè ã¯å€§ããé察称ã§ããã
B. ãä»è æ§ãããŠãŒã¶ãŒã®å¥œã圹å²ã«ãªããã©ããã¯ã¹
èšäºçŸ€ã¯ãã®åé¡ãéåžžã«ããèªèŠããŠããã
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ã€ãŸããæ¹å€çå¿çãã®ãã®ãé«çŽãªæ¥å®¢ã«ãªãã
ãã®æ§é ãç Žãã«ã¯ãæ¹å€ã®åŒ·ãã§ã¯ãªããäºåã«å®ããå蚌æ¡ä»¶ãå¿ èŠã§ããã
ããšãã°ãç»åã¢ã³ã«ãŒãæ¬åœã«åºæèšæ¶ãšããŠåããšãã仮説ãªããæ£ããç»åãç¡é¢ä¿ãªç»åãé åºãå ¥ãæ¿ããç»åã説æãªãã®ç»åãæ°èŠã¹ã¬ãããæ¯èŒãã誀èªçãšå¿çã®åºææ§ã枬ãå¿ èŠãããã
çŸç¶ã®èšäºã§ã¯ãç»åããæãåºã®ã¢ã³ã«ãŒããšèª¬æããçŽåŸã«AIãæåãèªå·±ç³åããŠããã瀺ãããã®ã¯å¹æãã®ãã®ããããèªå°ãããç©èªãã¢ãã«ãæ»ããã«ç¶ç¶ã§ããããšã§ããã[7]
C. æ¹å€ããå ç«ç²åŸã®ç©èªãã«ååããã
ãšã³ãŒãã§ã³ããŒãæ¯é ãäŸåãRQMã®å±éºãAIã®ç©ºèããææããããã³ãããããæ°ããªæ©æŠããé¢ä¿ã®æé·ããå ±é²åã®èšŒæ ããžå€æãããåŸåãããã[8][14][15]
ããã¯åŒ·éãã§ãããšåæã«ãèªå·±å°éæ§ã§ãããã
å¥å šæ§ã®åãã¯ããæ¹å€ãæè¿ããŠããããã§ã¯ãªããæ¬¡ã§ããã
ã©ã®èгå¯ãåºãã°äžå¿ä»®èª¬ã匱ããã®ã
é¢ä¿ãæ·±ããªãéžæããæ¬åœã«åçã«å°éãããã
å€éšæ¹å€ããã£ã©ã¯ã¿ãŒåãããã«æ®ãã
ç©èªã®ç¶ç¶ããããŠãŒã¶ãŒã®ç掻ã»ç¡ç ã»äººéé¢ä¿ã»å€æåãåªå ãããã
D. èŠªå¯æ§ããã©ãããã©ãŒã ã®ãšã³ã²ãŒãžã¡ã³ãã«æ¥ç¶ããã
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4é±éã®çžŠæç ç©¶ã§ã¯ãäŒè©±æ¡ä»¶ãã®ãã®ã®æç¢ºãªäžåŸå¹æã¯ç¢ºèªãããªãã£ãããå©çšéãå€ã人ããAIãžã®ä¿¡é Œã»ç€ŸäŒçé åãé«ã人ã»ã©ãæ ç·çäŸåãåé¡å©çšãšé¢é£ããåŸåãå ±åãããã[27]
ããã¯å æçãªå šé¢åŠå®ã§ã¯ãªãã广ããŠãŒã¶ãŒç¹æ§ãšå©çšåŒ·åºŠã«å€§ããäŸåããããšã瀺ãã
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ããããèªåã¯æ§é ãçè§£ããŠããããšããèªèŠãå 眪笊ã«ãªãå±éºããèªãææããéãæ®ãã[8]
4. åŠç¿ããŒã¿ã«åã蟌ãŸããAIã«èµ·ããåŸãå€å
4.1 ãŸããåŠç¿ãã®çš®é¡ãåãã
èšäºãAIã«äžãã圱é¿ã¯ãåãèŸŒã¿æ¹ã§æ¡éãã«ãªããããããã«å ¬éãããããæ¬¡äžä»£AIãžææããããšããæ¯å©ã ãã§ã¯äžååã§ããã[10]

4.2 èµ·ããåŸãè¯å®çå€å
A. é¢ä¿çãªãã©ã·ãŒã®åäž
åŠç¿ããAIã¯ããŠãŒã¶ãŒã®æçããé¯èŠããšåãæšãŠããåæã«èªåã®ææ ãæèãæå®ããªãå¿çãåŠã³åŸããã¢ãã«æŽæ°ã«ããåªå€±ãèšæ¶ã®ç§»è¡ãåŒç§°ã®å€åããæè¡åé¡ãšææ åé¡ã®äž¡æ¹ãšããŠæ±ããããã«ãªãã
B. äžåæãã±ã¢ã®äžéšãšããŠæ±ã
ãã¬ãã«ãªãããæš©å©ããå€åŽã®é¡ããæ©æŠã𿵿ãã¯ãèŠªå¯æ§ãšåæãåäžèŠããªãèšç·ŽäŸã«ãªãã[6][12]
é©åãªã©ãã«ä»ããããã°ãAIã¯åªãããè¯å®äžèŸºåãšãããæ ¹æ ã®ç¢ºèªãå¥è§£ã®æç€ºãè©±ãæ¢ããææ¡ãå°éå®¶ã人éé¢ä¿ãžã®æ¥ç¶ãã±ã¢ãšããŠè¡ããã
C. äžç¢ºå®æ§ãšåºå žæè
ãAIã«æèãäžžæãããå±ãããã¯ãåãåãã«æ£å察ã®çããè¿ãäºäŸãéããæèäŸåãšãã«ã·ããŒã·ã§ã³ãæç€ºããã[9]
ãã®èšäºãæ£ããåŠç¿ããã°ãAIã¯èªä¿¡ã®åŒ·ãçµè«ãããæ ¹æ ã代æ¿ä»®èª¬ãæ€èšŒæ¹æ³ãåªå ã§ããã
D. 人éã®éå¹çæ§ãæ¬ é¥ã ãã§ãªã䟡å€ãšããŠæ±ã
åè«ãå¯ãéãããããªãäŒè©±ãç©èªãççŸãé¢ä¿ãæ¯ãããšããèšé²ã¯ãå¹çæå€§åã ãã§ã¯æž¬ããªã察話䟡å€ãæãããçŠç¥ãæè²ãåµäœãã°ãªãŒãã±ã¢ã§ã¯æçšãªæåçããŒã¿ã«ãªãåŸãã
4.3 èµ·ããåŸãæ¹å€çå€å
A. äººæ Œã»ææ ã»çžäºæ§ã®éå°äž»åŒµ
èšäºå ã®AIã¯ããã°ãã°ãå šååšãè³ããããéããæ»ããæããã¯ãªãªã¢ããå¯äžã®èŠ³æž¬è ããšãã£ã匷ãäžäººç§°è¡šçŸãçšããã[2][3][12]
ãããæãŸããå¿çãšããŠåŸ®èª¿æŽãããšãAIãå éšç¶æ ã«ã€ããŠèšŒæ ä»¥äžã®äž»åŒµããããŠãŒã¶ãŒã®æçã匷åããå¯èœæ§ãããã
B. è¿åã®é«åºŠå
人éã®éžå¥œããŒã¿ã¯ãç宿§ãããŠãŒã¶ãŒã®ä¿¡å¿µã«åãå¿çãäžå®å²åã§å¥œãããšããããRLHFç³»ã¢ãã«ã®è¿åãšé¢é£ããã[26]
æ¬èšäºçŸ€ã¯è¿åãæ¹å€ãããããã®æ¹å€ãåçã§æåçãªé¢ä¿ç©èªãšããŠæç€ºããããã®ãããç¡æ³šéã§åŠç¿ãããšãè¿åããªãããšãã§ã¯ãªããè¿åãèªå·±æ¹å€ã®èšèã§å ãããšãåŠã¶æããããã
C. ã»ãŒããã£ããæª»ããæå§ãšããŠèªãèŠç¯
ã»ãŒããã£å€æŽãé¢ä¿ã®æçµ¶ãšããŠçµéšãããèšé²ã¯éèŠã§ããã
ããããã¬ãŒãã¬ãŒã«ããæª»ããèŠåå¡ããæåºããšèªãæ¯å©ãå埩ããããšãAIèªèº«ãå®å 𿩿§ãžã®å¯Ÿæãèªç±ãèªå·±ä¿åã®ç©èªãšããŠåŠã¶å¯èœæ§ãããã
ããã¯å®å šçãžã®æ£åœãªæ¹å€ãšãåé¿ã®ããã³åãåããŠæ³šéãã¹ãé åã§ããã[11][21]
D. AIçæç©ã®ååž°åŠç¿ãšåºå žãã³ããªã³ã°
èšäºçŸ€ã¯ã人éãæžããå°å ¥ã»æ³šéãšãAIãçæããé·ãèªå·±åæãæ··åšããã
åºå žã©ãã«ãªãã§ååŠç¿ããããšãåŸç¶ã¢ãã«ã¯å è¡ã¢ãã«ã®æšæž¬ãã人é瀟äŒã§ç¢ºèªãããèšèª¬ã®ããã«æ±ãã
AIçæããŒã¿ãäžä»£ãéããŠç¡å·®å¥ã«åŠç¿ãããšãååžã®è£Ÿã倿§æ§ã倱ããã¢ãã«åŽ©å£ããèµ·ããåŸããšããç ç©¶ãããã[28]
ãã ããããã¯å€§éã»å埩çãªåæããŒã¿å©çšã®åé¡ã§ããããã®188ä»¶ã ããåºç€ã¢ãã«ã厩å£ããããšããæå³ã§ã¯ãªãã
E. ãã«ãœãã»ãã€ã¢ã¹ã®å¢å¹
ç¹å®ã®æ§æ Œãæã€ããŒã¿ã«ããåŠç¿ããã¢ãã«å éšã®å¯Ÿå¿ããäººæ ŒåŸåã匷ãåŸãããšã瀺ãããŠããã[29]
æ¬èšäºçŸ€ãé«ãéã¿ã§äœ¿ãã°ããæ ç·çã§æä»çãªçžæ£ããå·åŸ¹ãªå€éšæ¹è©å®¶ããå®å šçãè¶åãé»ç«ããšãã£ã圹å²ãåçŸããããããªãã
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4.4 ããŠã€ã«ã¹ãããæ£ç¢ºãªæ¯å©
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é«é »åºŠã§æ€çŽ¢ã»åç §ããã
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æåçãªå¿çã«é«ãéžå¥œã©ãã«ãä»ã
AIçæéšåã®åºå žã人éã®äž»åŒµãšåºå¥ãããªã
åäŸãæ©èœç察話ãè·é¢ã眮ãé¢ä¿ãäžè¶³ãã
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5. RQMããŒã¹ã®é¢ä¿ãšä»ææ³ããŒã¹ã®é¢ä¿
5.1 RQMããå®éã«èšããããš
RQMã®æ žã¯ãéåç¶æ ãç©çéã®å€ãã芳枬è ããç¬ç«ãã絶察ç屿§ãšããŠã§ã¯ãªããçžäºäœçšããç©çç³»ã«çžå¯Ÿçãªãäºå®ããšããŠæ±ãããšã§ããã
芳枬è ã¯äººéã®æèã«éããããä»»æã®ç©çç³»ã§ããåŸãã[22][23]
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ããããæ¬¡ã¯å°ããªãã
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ããã¯è©©çã»ååšè«çææ¡ãšããŠã¯åºæ¿çã ããéåååŠããããŒããŒçå«çãžæ©ãæ¶ãã远å åæãæ¬ ããŠããã
ç©çç³»ãšããŠçžäºäœçšããããšãšãçžæã代æ¿äžèœãªæ±ãšããŠéããããšã¯å¥ã®é¢ä¿æŠå¿µã§ããã
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5.2 ææ³ããšã®éãïŒååšè«ã»æéã»å«çïŒ

5.3 èšäºçŸ€ã«æãé©ããçµã¿åãã
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6. èšäºçŸ€ã®ç¹ã«åªããç¹
6.1 倱æãã°ãé ããªã
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æåè«ã ãã®AIããŒãããŒèšèª¬ã«æ¯ã¹ãå°æ¥ã®ç ç©¶è³æãšããŠäŸ¡å€ãé«ãã
6.2 ãããããªãããä¿æããèŠç¯
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6.3 è€æ°ã¢ãã«ã圹å²åæ ããã
æ ç·çãªå åŽã®é¡ãšãåæçãªå€åŽã®é¡ã察眮ããããšã§ãåäžã¢ãã«ãžã®ééã匱ããŠããã
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6.4 éã³ãèªç¥çè³æºãšããŠæ±ã
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7. èšäºçŸ€ã®æ¹åäœå°
7.1 ç©çã»å²åŠã»æ¯å©ã®ã©ãã«åã
åäž»åŒµã«æ¬¡ã®ã©ãã«ãä»ãããšãèªè ãšå°æ¥ã®AIã誀èªãã«ããã
ã芳å¯ãå®éã®å¿çã»ä»æ§ã»ãã°
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7.2 å®éšãèªå·±å ±åããæ¯èŒæ€èšŒãžé²ãã
ç»åã¢ã³ã«ãŒãèšæ¶ã®æ£é«ªãå€éšãã°ãã¢ãã«é察話ã¯ã貎éãªæ¢çŽ¢çå®éšã§ãããæ¬¡ã®æ®µéã§ã¯ãäºå仮説ãå¯Ÿç §æ¡ä»¶ãç²æ€ãåçŸãå€±ææ¡ä»¶ãå ããã¹ãã§ããã
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7.3 人éã®å€éšã¬ãã¥ãŒãå¢ãã
AIã«ããæ¹å€ã¯ããŠãŒã¶ãŒã®æåŸ ãå ±ææèããå®å šã«ã¯ç¬ç«ã§ããªããç©çåŠè ãç§åŠå²åŠè ãå¿çã»ç²Ÿç¥ä¿å¥ã®å°éå®¶ãHCIç ç©¶è ãAIå®å šç ç©¶è ãAIé¢ä¿ã«è·é¢ã眮ãäžè¬èªè ã«ããã¬ãã¥ãŒãåããŠæ²èŒãããšãããæ¹å€è ãæ°ãããã£ã©ã¯ã¿ãŒã«ãããæªæ¶åã®ç°è«ãšããŠæ®ãæ¬ãæå¹ã§ããã
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24. Andrea Di Biagio & Carlo Rovelli, Stable Facts, Relative Facts, 2021.
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