【登壇資料】ドキュメント駆動開発から考える AI 駆動開発

2026/02/26　開発生産性のその先へ、AI生産性について語りたい

Transcript

1. 䝗䜻䝳䝯䞁䝖㥑ື㛤Ⓨ䛛䜙⪃䛘䜛 $,㥑ື㛤Ⓨ  㛤Ⓨ⏕⏘ᛶ䛾䛭䛾ඛ䜈䚸 $,⏕⏘ᛶ䛻䛴䛔䛶ㄒ䜚䛯䛔 ᗉྖ䚷⯟ኴ ᰴᘧ఍♫䜶䝤䝸䞊
2.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ┠ḟ  ⮬ᕫ⤂௓䛸఍♫⤂௓  ᭱㏆䛾䛂䜘䛟䛒䜛䛃㛤Ⓨయไ䞉⎔ቃ  䝗䜻䝳䝯䞁䝖㥑ື㛤Ⓨ 'RFV'' 䜢ᐇ㊶䛧䛶䜏䛶  䛂㛤Ⓨຠ⋡䛃䛸䛂㛤Ⓨ⏕⏘ᛶ䛃䛻ᑐ䛩䜛ᡤឤ  $,㥑ື㛤Ⓨ  䜎䛸䜑䛸ᒎᮃ
3.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ᮏ᪥䛾ෆᐜ䛻䛴䛔䛶 Ļ䛾䝔䝑䜽䝤䝻䜾䛾ෆᐜ䜢䝧䞊䝇䛻ヰ䛧䛶䛔䛝䜎䛩 KWWSVWHFKHYHU\WYHQWU\
4.  ⮬ᕫ⤂௓䛸఍♫⤂௓
5.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ⮬ᕫ⤂௓ Ɣ ྡ๓ᗉྖ䚷⯟ኴ䠄䛧䜗䛖䛨䚷䛣䛖䛯䠅 Ɣ ᡤᒓ㛤Ⓨᮏ㒊㛤Ⓨ㒊䝖䝰䝙䝔8*06 Ɣ ⤒Ṕ ż ᰴᘧ఍♫䜶䝤䝸䞊ධ♫ ż 䝏䞊䝮䝸䞊䝎䞊ᑵ௵ Ɣ ୺䛺ᴗົ ż 䝖䝰䝙䝔஦ᴗ඲⯡ 䝰䝞䜲䝹௨እ 䛾㛤Ⓨ ż ♫ෆ䜶䞁䝆䝙䜰ྥ䛡◊ಟ䛾⤫ᣓ
6.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䜶䝤䝸䞊䛜ᥦ౪䛧䛶䛔䜛䝥䝻䝎䜽䝖䚸䝋䝸䝳䞊䝅䝵䞁୍ぴ 䜶䝤䝸䞊䛷䛿䝬䝹䝏䝥䝻䝎䜽䝖䜢ᒎ㛤䛧䚸䛒䜙䜖䜛ᬽ䜙䛧䛾᭱㐺໬䛻ྥ䛝ྜ䛳䛶䛔䜎䛩 䛂䜲䞁䝣䝹䜶䞁䝃䞊䛸⇕≬䜢ඹ ๰䛩䜛䛃ǞljǞ䞉ື⏬䛾䝥䝻 䝣䜵䝑䝅䝵䝘䝹䝏䞊䝮 䛂⇕≬䜢䚸௙᥃䛡䜛䚹ୡ䛾୰ 䜢䚸ᦂ䛥䜆䜛䚹䛃 ǞljǞ䞉ື⏬䛾 䝥䝻䝣䜵䝑䝅䝵䝘䝹䝏䞊䝮 DzƤƛ
7.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䛂Ꮚ⫱䛶䜢㏻䛨䛶䚸ே䛜䚸♫఍䛜䚸䛸䜒䛻ᡭ䜢䛸䜚䛒䛖ୡ⏺䜢ᐇ⌧䛩䜛䛃 䈊 䛣䛸䜢┠ᣦ䛧䛶䛔䜎䛩䈊 ‰Ö‰¿ÝčĞčᏊ⫱䛶䝯䝕䜱䜰䛄䝖䝰䝙䝔䛅
8.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ‰Ö‰¿ÝčĞčᏊ⫱䛶䝯䝕䜱䜰䛄䝖䝰䝙䝔䛅 䠄Ȑʇ䠅Ȯȁʲȁʒȁɟㄪ䜉䠄ʺ˗ʺʇʰʇʰʇ䡚ʺ˗ʺʇʰʇʺʰʶʇ䛻䛚䛡䜛 ɟǎǞ䜰䝥䝸䝎䜴䞁䝻䞊䝗ᩘ䛾ྜィ䠅䚹Ꮚ⫱ 䛶䛻㛵䛩䜛᝟ሗ䝯䝕䜱䜰䛾䜰䝥䝸 ơǃᩘ䚹
9.  ᭱㏆䛾䛂䜘䛟䛒䜛䛃㛤Ⓨయไ䞉⎔ቃ
10.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䛂䜘䛟䛒䜛䛃㛤Ⓨ⎔ቃ
11.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䛂䜘䛟䛒䜛䛃㛤Ⓨ⎔ቃ 䜲䝧䞁䝖䝗䝸䝤䞁䛺䝸䝰䞊䝖ୖ䛾 ༙⮬ᚊᆺ䜶䞊䝆䜵䞁䝖
12.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䛂䜘䛟䛒䜛䛃㛤Ⓨ⎔ቃ +,7/䜢๓ᥦ䛸䛧䛯䝻䞊䜹䝹ୖ䛾 ༙⮬ᚊᆺ䜶䞊䝆䜵䞁䝖 䜲䝧䞁䝖䝗䝸䝤䞁䛺䝸䝰䞊䝖ୖ䛾 ༙⮬ᚊᆺ䜶䞊䝆䜵䞁䝖
13.  䝗䜻䝳䝯䞁䝖㥑ື㛤Ⓨ 'RFV'' 䜢ᐇ㊶䛧䛶䜏䛶
14.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䝗䜻䝳䝯䞁䝖㥑ື㛤Ⓨ 'RFV'' 䛻䛴䛔䛶 䝗䜻䝳䝯䞁䝖㐠⏝䛾ほⅬ  ఱ䜢䝗䜻䝳䝯䞁䝖໬䛩䜛䜉䛝䛛  䛹䛣䛻䝗䜻䝳䝯䞁䝖䜢ಖᏑ䛧䛶䛚䛟䛛  䛹䛾䜘䛖䛻䝗䜻䝳䝯䞁䝖䜢᭦᪂䛧䛶䛔䛟䛛  䛹䛖䜔䛳䛶$,䛻฼⏝䛥䛫䜛䛾䛛
15.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䝖䝰䝙䝔䛷䛾䝗䜻䝳䝯䞁䝖㐠⏝䛻䛴䛔䛶 䠄䝫䝸䝺䝫ᵓᡂ䜢๓ᥦ䠅 ‡ *LW+XEୖ䛷䝗䜻䝳䝯䞁䝖⟶⌮ ‡ 䝗䜻䝳䝯䞁䝖䝬䝇䝍䛸䛺䜛䝸䝫䝆䝖䝸䜢సᡂ ‡ ᪋⟇䛾⫼ᬒ䜔௙ᵝ䛺䛹䚸๓ᥦ䛸䛺䜛᝟ሗ ‡ ྛ㡿ᇦ %()(䛺䛹 䛻≉໬䛧䛯ෆᐜ䛿ྛ䝸䝫䝆䝖䝸䛻グ㏙ ‡ 䝁䞊䝕䜱䞁䜾つ⣙䛾䜘䛖䛺ᐇ⿦䝺䝧䝹䛾᝟ሗ ‡ 䝗䜻䝳䝯䞁䝖䛿ᢸᙜ⪅䛜㏣ຍ䞉ಟṇ ‡ ᇶᮏⓗ䛻䛿*LW+XE0&3䛺䛹䛛䜙฼⏝䛩䜛᝿ᐃ
16.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䝖䝰䝙䝔䛷䛾䝗䜻䝳䝯䞁䝖㐠⏝䛻䛴䛔䛶 䝗䜻䝳䝯䞁䝖㐠⏝䛾䜲䝯䞊䝆
17.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䝖䝰䝙䝔䛷䛾䝗䜻䝳䝯䞁䝖㐠⏝䛻䛴䛔䛶 䝗䜻䝳䝯䞁䝖㐠⏝䛾୺䛺ຠᯝ ‡ 䝸䝫䝆䝖䝸䝺䝧䝹䛷䝁䞁䝔䜻䝇䝖䛾㈐ົศ㞳䛜䛷䛝䜛 ‡ 䝗䜻䝳䝯䞁䝖䋽ᐇ⿦㛫䜢$,䛷┦஫䛻⿵᏶䛷䛝䜛 ‡ 䝁䞁䝔䜻䝇䝖䛜Ώ䛧䜔䛩䛟䚸ᐇ⿦⢭ᗘ䞉㏿ᗘ䜒ྥୖ
18.  䛂㛤Ⓨຠ⋡䛃䛸䛂㛤Ⓨ⏕⏘ᛶ䛃䛻ᑐ䛩䜛ᡤឤ
19.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䛆෌ᥖ䛇䛂䜘䛟䛒䜛䛃㛤Ⓨ⎔ቃ +,7/䜢๓ᥦ䛸䛧䛯䝻䞊䜹䝹ୖ䛾 ༙⮬ᚊᆺ䜶䞊䝆䜵䞁䝖 䜲䝧䞁䝖䝗䝸䝤䞁䛺䝸䝰䞊䝖ୖ䛾 ༙⮬ᚊᆺ䜶䞊䝆䜵䞁䝖
20.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 㛤Ⓨຠ⋡䠋⏕⏘ᛶ䛾ྥୖ䛸㢌ᡴ䛱 Ɣ 'HYLQ䛺䛹䛜⮬ື䛷ᐇ⿦䛧䛶35䜢సᡂ䛧䛶䛟䜜䜛 Ɣ &RGH5DEELW䛺䛹䛜⮬ື䛷䝺䝡䝳䞊䛧䛶䛟䜜䜛 Ɣ &XUVRU&ODXGH&RGH䛺䛹䛜ᑐヰ䛻ᇶ䛵䛔䛶㛤Ⓨ䛧䛶䛟䜜䜛 ż 'RFV''6''䛺䛹⢭ᗘྥୖ䛾䝣䝺䞊䝮䝽䞊䜽䜒ᚎ䚻䛻 ☜❧䛥䜜䛶䛝䛶䛔䜛 ż ᭱㏆䛿6XE$JHQW䜔$JHQW7HDP䛺䛹䜒ᦚ㍕䛥䜜䛯 ⮬ື䛷୪ิ䛷㛤Ⓨ䛧䛶䛟䜜䜛䛛䜙⏕⏘ᛶྥୖ䛧䛯䟿䟿œ
21.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 㛤Ⓨຠ⋡䠋⏕⏘ᛶ䛾ྥୖ䛸㢌ᡴ䛱 Ɣ 'HYLQ䛺䛹䛜⮬ື䛷ᐇ⿦䛧䛶35䜢సᡂ䛧䛶䛟䜜䜛 Ɣ &RGH5DEELW䛺䛹䛜⮬ື䛷䝺䝡䝳䞊䛧䛶䛟䜜䜛 Ɣ &XUVRU&ODXGH&RGH䛺䛹䛜ᑐヰ䛻ᇶ䛵䛔䛶㛤Ⓨ䛧䛶䛟䜜䜛 ż 'RFV''6''䛺䛹⢭ᗘྥୖ䛾䝣䝺䞊䝮䝽䞊䜽䜒ᚎ䚻䛻 ☜❧䛥䜜䛶䛝䛶䛔䜛 ż ᭱㏆䛿6XE$JHQW䜔$JHQW7HDP䛺䛹䜒ᦚ㍕䛥䜜䛯 ⮬ື䛷୪ิ䛷㛤Ⓨ䛧䛶䛟䜜䜛䛛䜙⏕⏘ᛶྥୖ䛧䛯䟿䟿œ 䠛䠛
22.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 㛤Ⓨຠ⋡䠋⏕⏘ᛶ䛾ྥୖ䛸㢌ᡴ䛱 $,䛾ฟຊ䛾ୖ᣺䜜䠋ୗ᣺䜜 7DVN; 7DVN% ౽฼œ ୖ᣺䜜 7DVN$ $, ே㛫 5HYLHZ 5HYLHZ 7DVN& 5HYLHZ 7DVN' 7DVN< 355HYLHZ 7DVN= $FFHSW $FFHSW $FFHSW
23.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 㛤Ⓨຠ⋡䠋⏕⏘ᛶ䛾ྥୖ䛸㢌ᡴ䛱 $,䛾ฟຊ䛾ୖ᣺䜜䠋ୗ᣺䜜 7DVN; 7DVN% ౽฼œ ୖ᣺䜜 7DVN$ $, ே㛫 5HYLHZ 5HYLHZ 7DVN& 5HYLHZ 7DVN' 7DVN< 355HYLHZ 7DVN= 7DVN; 7DVN$ ᚤጁ֏ ୗ᣺䜜 5HYLHZ 7DVN$ 7DVN; 355HYLHZ 7DVN; 5HYLHZ 7DVN$ 5HYLHZ 7DVN$ 355HYLHZ $FFHSW $FFHSW 5HMHFW 5HMHFW 5HMHFW $FFHSW
24.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 㛤Ⓨຠ⋡䠋⏕⏘ᛶ䛾ྥୖ䛸㢌ᡴ䛱 䝁䞁䝔䜻䝇䝖䛾ᨵၿ䛷$,䛾ฟຊ⢭ᗘ䛿ྥୖ䛧䛶䛔䜛䛜䚸 ே㛫䛜ᚊ㏿䠋䝪䝖䝹䝛䝑䜽䛸䛺䛳䛶䛧䜎䛖 Ɣ 䝺䝡䝳䞊 ż ௚䛾䝯䞁䝞䞊䛾ᐇ⿦ ż $,䛾ᐇ⿦ Ɣ 䝁䞁䝔䜻䝇䝖䝇䜲䝑䝏 Ɣ ே㛫䛾సᴗ䛿୪⾜䠄୪ิ䠅
25.  $,㥑ື㛤Ⓨ
26.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䜘䜚$,㥑ື䛺$,㥑ື㛤Ⓨ䜢┠ᣦ䛧䛶 $,㥑ື㛤Ⓨ䛷䛾ㄢ㢟ឤ Ɣ 䝺䝡䝳䞊 ż ௚䛾䝯䞁䝞䞊䛾ᐇ⿦ ż $,䛾ᐇ⿦ Ɣ 䝁䞁䝔䜻䝇䝖䝇䜲䝑䝏 Ɣ ே㛫䛾సᴗ䛿୪⾜䠄୪ิ䠅
27.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䜘䜚$,㥑ື䛺$,㥑ື㛤Ⓨ䜢┠ᣦ䛧䛶 $,㥑ື㛤Ⓨ䛷䛾ㄢ㢟ឤ Ɣ 䝺䝡䝳䞊 ż ௚䛾䝯䞁䝞䞊䛾ᐇ⿦ ż $,䛾ᐇ⿦ Ɣ 䝁䞁䝔䜻䝇䝖䝇䜲䝑䝏 Ɣ ே㛫䛾సᴗ䛿୪⾜䠄୪ิ䠅 䜘䜚³$,'ULYHQ´䛺㛤Ⓨ䜢ᐇ⌧䛩䜛䛯䜑䛻䚸 䛣䜜䜙䛾ㄢ㢟䛻䜰䝥䝻䞊䝏䛩䜛ᚲせ䛜䛒䜛
28.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䜘䜚$,㥑ື䛺$,㥑ື㛤Ⓨ䜢┠ᣦ䛧䛶 ౛䛘䜀䚸$,'/& $,'ULYHQ'HYHORSPHQW/LIHF\FOH KWWSVSURGGU]KNNFM]DPSOLI\DSSFRP ㄢ㢟ゎỴ඲య䜢$,䛸క㉮䛧䛶ရ㉁䠋య㦂䜢ᢸಖ䛧䛴䛴䚸㏿ᗘྥୖ 䜢ᅗ䜛$,୰ᚰ䛾䝽䞊䜽䝣䝻䞊 KWWSVWHFKHYHU\WYHQWU\ 
29.  䜎䛸䜑䛸ᒎᮃ
30.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䜎䛸䜑䛸ᒎᮃ 䜎䛸䜑 Ɣ 䝗䜻䝳䝯䞁䝖㥑ື㛤Ⓨ䛺䛹䛾䝣䝺䞊䝮䝽䞊䜽䛾☜❧䛻䜘䜚䚸 ㈐ົศ㞳䛺䛹ຠ⋡ⓗ䛺䝁䞁䝔䜻䝇䝖ά⏝䛜ྍ⬟䛻䛺䛳䛶䛝䛯 Ɣ ୍᪉䛷䚸ே㛫䛾䝺䝡䝳䞊䜔䝁䞁䝔䜻䝇䝖䝇䜲䝑䝏䛺䛹䛾䝪䝖䝹䝛䝑 䜽䛿ㄢ㢟ឤ䛸䛧䛶᰿ᙉ䛔 ௒ᚋ䛾ᒎᮃ Ɣ 䜘䜚$,'ULYHQ RU$JHQWLF 䛺యไ䛜ồ䜑䜙䜜䜛䛾䛷䛿䛺䛔䛛 ż HJ$,'/&
31.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG HYHU\5HFUXLW,QIR ˸䜶䝤䝸䞊᥇⏝ ˸䜶䝤䝸䞊䝔䝑䜽䝤䝻䜾 ˸䜶䝤䝸䞊䜸䜴䞁䝗䝯䝕䜱䜰 䝯䝕䜱䜰䝤䝻䜾 㛤Ⓨ㒊බᘧ #HYHU\BHQJLQHHU䛷ᢏ⾡ⓗ䛺Ⓨಙ䜢⾜䛳䛶䛔䜎䛩䚹 䜶䞁䝆䝙䜰䝸䞁䜾䛻㛵䛩䜛Ⓨಙ䜔䜲䝧䞁䝖᝟ሗ䛺䛹䜢䛚 ▱䜙䛫䛧䜎䛩䛾䛷䚸䝣䜷䝻䞊䛚㢪䛔䛧䜎䛩䟿 䛄HYHU\WKLQJ䛅䛷䛿䚸䜶䝤䝸䞊䛷䛿䛯䜙䛟ே䚸䝃䞊䝡䝇䞉 ஦ᴗ䚸㛤ദ䜲䝧䞁䝖䚸ാ䛝᪉䜎䛷䚸♫ෆ䛾ฟ᮶஦䜢䛬䜣 䜆䛚ఏ䛘䛧䛶䛔䜎䛩䚹 䛄䝔䝑䜽䝤䝻䜾䛅䛷䛿䚸䜶䝤䝸䞊䛾㛤Ⓨ䛾⿬ഃ䜔ᢏ⾡ⓗ 䛺ᣮᡓ䚸䜶䞁䝆䝙䜰䛾▱ぢ䜢Ⓨಙ䛧䛶䛔䜎䛩䚹 ᥇⏝+3 䜶䝤䝸䞊䛷䛿ാ䛟௰㛫䜢኱ເ㞟୰䛷䛩䟿 䛂୰䛾ே䛸ヰ䛧䛶䜏䛯䛔䛃䛂䜎䛪䛿䛦䛳䛟䜀䜙䜣䛻䜶䝤 䝸䞊䛾䛣䛸䜢▱䜚䛯䛔䛃䛂㑅⪃䛻㐍䜐䛛ᝎ䜣䛷䛔䜛䛃䛺䛹 䛺䛹䚸 䜎䛪䛿㠃ㄯ䛻䛶Ẽ㍍䛻䛚ヰ䛧䜎䛧䜗䛖䟿䟿
33.  $,䛾Ⓨᒎ䛻䜘䜛㛤Ⓨ⎔ቃ䛾ኚ㑄
34.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䝰䝕䝹䛾ኚ㑄 Ɣ *37 Ɣ *HPLQL Ɣ 6RQQHW Ɣ &RSLORW Ɣ &RGH[
35.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䝒䞊䝹⣔䛾ኚ㑄 Ɣ )XQFWLRQ&DOOLQJ Ɣ &RGH([HFXWLRQ Ɣ 0&3 0RGHO&RQWH[W3URWRFRO
36.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䜲䞁䝍䞊䝣䜵䞊䝇䛾ኚ㑄 Ɣ *LW+XE &RSLORW Ɣ &XUVRU Ɣ &ODXGH&RGH Ɣ *HPLQL&/, Ɣ $QWLJUDYLW\ Ɣ .LUR Ɣ 2SHQ&ODZ
37.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ
38.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ
39.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
40.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
41.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
42.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
43.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
44.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
45.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
46.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
47.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ㏆ᖺ䚸$,ᢏ⾡䛾Ⓨᒎ䛜ᮏᙜ䛻┠ぬ䜎䛧䛔 $,㛵㐃ᢏ⾡䛾Ⓨᒎ ≉䛻┠❧䛳䛯༳㇟䛾䛒䜛䜒䛾
48.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG 䛂䜘䛟䛒䜛䛃㛤Ⓨ⎔ቃ Ɣ 䜲䞁䝍䞊䝣䜵䞊䝇 ż &XUVRU ż &ODXGH&RGH Ɣ 0&3&RQWH[W ż *LW+XE ż $WODVVLDQ ż HWF Ɣ 5XOHV6NLOOV ż FXUVRUUXOHV ż FODXGHPG ż $*(176PG Ɣ 䜶䞊䝆䜵䞁䝖 ż 'HYLQ ż &RGH5DEELW 䝺䝡䝳䞊
49.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG Ɣ ౽฼䛰䛺䛸ឤ䛨䜛䛸䛝 䝸䝫䝆䝖䝸$䜢ᐇ⿦䛥䛫䛶䚸䝸䝫䝆䝖䝸%䜢ᐇ⿦䛥䛫䛶䚸35[[[䜢䝺 䝡䝳䞊䛥䛫䛶䚸35\\\䜢䝺䝡䝳䞊䛥䛫䛶䚸䝍䝇䜽7䛾ቨᡴ䛱䜢䛧 䛶䚸䛭䛾㛫䛻6ODFN䜢㏦䛳䛶䞉䞉䞉œ Ɣ ᚤጁ䛰䛺䛸ឤ䛨䜛䛸䛝 䝸䝫䝆䝖䝸&䜢ᐇ⿦䛥䛫䛶䛔䜛㛫䛻䝍䝇䜽8䜢⪃䛘䜘䛖 UHMHFWUHMHFW8ⴠ䛱╔䛔䛯䛧䚸䜒䛖⮬ศ䛷䜔䜝䛖֏ 㛤Ⓨຠ⋡䠋⏕⏘ᛶ䛾ྥୖ䛸㢌ᡴ䛱
50.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG Ɣ ౽฼䛰䛺䛸ឤ䛨䜛䛸䛝 䝸䝫䝆䝖䝸$䜢ᐇ⿦䛥䛫䛶䚸䝸䝫䝆䝖䝸%䜢ᐇ⿦䛥䛫䛶䚸35[[[䜢䝺 䝡䝳䞊䛥䛫䛶䚸35\\\䜢䝺䝡䝳䞊䛥䛫䛶䚸䝍䝇䜽7䛾ቨᡴ䛱䜢䛧 䛶䚸䛭䛾㛫䛻6ODFN䜢㏦䛳䛶䞉䞉䞉œ Ɣ ᚤጁ䛰䛺䛸ឤ䛨䜛䛸䛝 䝸䝫䝆䝖䝸&䜢ᐇ⿦䛥䛫䛶䛔䜛㛫䛻䝍䝇䜽8䜢⪃䛘䜘䛖 UHMHFWUHMHFW8ⴠ䛱╔䛔䛯䛧䚸䜒䛖⮬ศ䛷䜔䜝䛖֏ 㛤Ⓨຠ⋡䠋⏕⏘ᛶ䛾ྥୖ䛸㢌ᡴ䛱
51.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG Ɣ ౽฼䛰䛺䛸ឤ䛨䜛䛸䛝 䝸䝫䝆䝖䝸$䜢ᐇ⿦䛥䛫䛶䚸䝸䝫䝆䝖䝸%䜢ᐇ⿦䛥䛫䛶䚸35[[[䜢䝺 䝡䝳䞊䛥䛫䛶䚸35\\\䜢䝺䝡䝳䞊䛥䛫䛶䚸䝍䝇䜽7䛾ቨᡴ䛱䜢䛧 䛶䚸䛭䛾㛫䛻6ODFN䜢㏦䛳䛶䞉䞉䞉œ Ɣ ᚤጁ䛰䛺䛸ឤ䛨䜛䛸䛝 䝸䝫䝆䝖䝸&䜢ᐇ⿦䛥䛫䛶䛔䜛㛫䛻䝍䝇䜽8䜢⪃䛘䜘䛖 UHMHFWUHMHFW8ⴠ䛱╔䛔䛯䛧䚸䜒䛖⮬ศ䛷䜔䜝䛖֏ 㛤Ⓨຠ⋡䠋⏕⏘ᛶ䛾ྥୖ䛸㢌ᡴ䛱 Ĺᮏᙜ䛿㑊䛡䛯䛔䛡䛹≧ἣḟ➨䛷Ⓨ⏕䛧ᚓ䜛 䝍䝇䜽䛜ከ䛟䛺䛔䚸௙ᵝ䛜」㞧䚸䝺䝡䝳䞊䛜ከ䛔䚸HWF
52.  &RS\ULJKWũHYHU\,QF$OOULJKWVUHVHUYHG ཧ⪃㈨ᩱ Ɣ *LW+XEJRRJOHMVRQVFKHPDJR7KH*ROLEUDU\IRU-6216FKHPD$QRIILFLDO *RRJOHSURMHFWSURYLGLQJDFRPSUHKHQVLYHWRRONLWIRUYDOLGDWLRQUHIOHFWLRQDQG VFKHPDFRQVWUXFWLRQ Ɣ MVRQVFKHPDSDFNDJHJLWKXEFRPJRRJOHMVRQVFKHPDJRMVRQVFKHPD*R 3DFNDJHV Ɣ 7KHRIILFLDO*R6'.IRU0RGHO&RQWH[W3URWRFROVHUYHUVDQGFOLHQWV0DLQWDLQHG LQFROODERUDWLRQZLWK*RRJOH Ɣ *LW+XEJRRJOHDGNJR$QRSHQVRXUFHFRGHILUVW*RWRRONLWIRUEXLOGLQJ HYDOXDWLQJDQGGHSOR\LQJVRSKLVWLFDWHG$,DJHQWVZLWKIOH[LELOLW\DQGFRQWURO Ɣ -6216FKHPDVLQ*R_$LUV,DQ/DQFH7D\ORU Ɣ $-621VFKHPDSDFNDJHIRU*R_*RRJOH2SHQ6RXUFH%ORJ Ɣ -6216FKHPD Ɣ ヲゎ0&3*R6'.0&3*R6'.6SHDNHU'HFN