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教育現場における生成AIの活用とこれからの学校
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Naoki Kato
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November 11, 2024
Education
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教育現場における生成AIの活用とこれからの学校
小平市教育委員会 令和6年度第3回教務主任会
2024年11月15日
Naoki Kato
PRO
November 11, 2024
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Transcript
©2016- Naoki Kato, IML at TGU ౦ژֶܳେֶ *$5ηϯλʔڭҭใԽݚڀνʔϜ Ճ౻थ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ
͜Ε͔Βͷֶߍ খฏࢢڭҭҕһձྩୈ̏ճڭओձ
©2016- Naoki Kato, IML at TGU ࣗݾհ Ճ౻थ ౦ژֶܳେֶ*$5ηϯλʔڭҭใԽݚڀνʔϜ ઐɿใֶ
)VNBO$PNQVUFS*OUFSBDUJPO ಛʹϖϯೖྗ ϖϯೖྗ*'ͷڭҭͷར༻ จՊলɿGIGAεΫʔϧʹ͓͚Δֶͼͷॆ࣮ࣄۀ ɾֶߍDXઓུΞυόΠβʔ ʢ)ʣ ɿσδλϧڭՊॻɾڭࡐͷ௨৴ڥௐࠪݚڀ ɾࣄۀਪਐҕһձ ࠲ ʢ3ʣ ɿ࣍ੈͷֶߍɾڭҭݱΛݟਾ͑ͨ ઌٕज़ɾڭҭσʔλͷར׆༻ਪਐࣄۀ ɾࣄۀਪਐҕһձ ɾઌٕज़ͷར׆༻ʹؔ͢Δ༗ࣝऀݕ౼ձٞ ҕһ ʢ3ʣ
©2016- Naoki Kato, IML at TGU ͡Ίʹ DIBU(15Λ͡ΊΑ͏ openai.com ʮ͋ͳͨʁʯͱೖΕͯɼԡ͢
©2016- Naoki Kato, IML at TGU ͡Ίʹ DIBU(15Λ͡ΊΑ͏ ᶃԡ͢ ᶄԡ͢
ᶅϓϥΠϕʔτ(PPHMF*% ͔ খฏࢢڭһΞΧϯτ ͰϩάΠϯ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͕࣌ͳ͕Εͯ ը૾Ҿ༻ɿ4$'XFCαΠτ IUUQTDGKQKBFTTBZBQIQ
Ճతʹਐల ͠ଓ͚Δࣾձ *OEVTUSZ ʢୈ࢛࣍࢈ۀֵ໋ʣ ڠಇ ཱࣗ 4PDJFUZ ͷͨΊͷࢿ࣭ɾೳྗ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͍ۙকདྷͯ͢ͷਓʹٻΊΒΕΔͷ ߴ*5ਓࡐ ϛυϧ*5ਓࡐ
՝ ൃݟ ղܾ ৽ͨͳՁͷ ߴใ௨৴ٕज़ "*ٕज़ ׆༻ ͜͏͍͏͜ͱ ͕Ͱ͖Δ ґཔ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ମܥతͳใ׆༻ೳྗͷҭ ใ׆༻ೳྗ ݴޠೳྗ
ൃݟɾղܾೳྗ ج൫తͳྗ ਓؒੑ ֶͼʹ ͔͏ྗ ࢥߟྗ அྗ දݱྗ ࣝ ٕೳ ڠಇ ཱࣗ ٕज़ ใʹؔ͢Δٕज़ ϓϩάϥϛϯάڭҭ جຊతͳૢ࡞ ใϞϥϧ ใԽͱࣾձɾ࢈ۀ ใᶗʢඞमʣ ใᶘ "*ɾ%BUB4DJFODFڭҭ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͕࣌ͳ͕Εͯ ը૾Ҿ༻ɿ4$'XFCαΠτ IUUQTDGKQKBFTTBZBQIQ
Ճతʹਐల ͠ଓ͚Δࣾձ *OEVTUSZ ʢୈ࢛࣍࢈ۀֵ໋ʣ ڠಇ ཱࣗ 4PDJFUZ ͷͨΊͷࢿ࣭ɾೳྗ ͦΜͳ࣌ʹݱΕͨͷ͕ ੜ"*
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͕࣌ͳ͕Εͯ
©2016- Naoki Kato, IML at TGU ͜Ε͔Βඞཁͳྗ ͍ۙকདྷͯ͢ͷਓʹٻΊΒΕΔͷ ߴใ௨৴ٕज़ "*ٕज़
׆༻ ͜͏͍͏͜ͱ ͕Ͱ͖Δ ͍ۙকདྷ ׆༻͢Δٕज़ ඞཁͳ͘ͳΔ ͔͚ͩͲ ͜͏͍͏Ͱ ؾΛ͚Δ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ੜ"*ͱʁ ਓೳ "*
ػցֶश ਂֶश ੜ"* ΫϥελϦϯά ը૾ೝࣝʢྨʣ Իೝࣝʢมʣ จষ༁ʢมʣ จষੜ ը૾ੜ Իੜ ಈըੜ ༷ʑͳใ͕ ੜͰ͖Δ // %// $// 3//
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ػցֶश // ʢͷ؆ུతઆ໌ʣ
͋Δೖྗ͔Β͋Δग़ྗͷભҠ֬Λֶश ֶश ೖྗ ೖྗ ೖྗ ग़ྗ ग़ྗ ೖྗ ɿ നɿ ɿ Ξϧίʔϧɿ ߳Γɿ ৭߹͍ɿ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ը૾ྨʢͷ؆ུతઆ໌ʣ ֶश ͜Εʁ
ݘ ɾ ɾ ɾ ɾ ɾ ɾ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ จষ༁ɾੜʢͷ؆ུతઆ໌ʣ ֶश ݘ͕Δ
ݘ ͕ Δ 5IF EPH SVOT 45"35 5IF EPH ݘ͕Δͷ༁ͱͯ͠ 5IFEPHͷޙͰ ࠷͕֬ ߴ͍ͷSVOT લͷঢ়ଶΛൖͰ͖Δ ৽͍͠Έ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ͍߹ΘͤΛֶश͢Δ͜ͱͰ ੜ"*Λઆ໌ͯ͠ ੜ"*ͱɾɾɾ
ਓೳͱʁ Ͱ͢ ͷ͑Λڭ͑ͯ ਓೳͱɾɾɾ ֶश Ή͔͠Ή͔͠ ͷଓ͖Λॻ͍ͯ Ή͔͠Ή͔͠ ͋Δͱ͜Ζʹ ͓͍͡͞Μͱʜ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ੜ"*ʢͷ؆ུతઆ໌ʣ ʮ99ͱʁʯʹରͯ͠ ʮ99ͱʯͰ࢝·Δ
͕֬ߴ͍ ʮ"*ͱʯͷޙ ʮਓؒͷʯ͕ଓ͘ ͕֬ߴ͍
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ จ຺Λཧղ͢Δੜ"*ʁʂ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ۭؾΛಡΉੜ"*ʁʂ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ؊લͷใΛར༻͢ΔΈ ͜ΕΒͷޠؚ͕·ΕΔจͷޙ ʰʮ͠ʯͱʱͷޙ
ʰṟʱͷ͕֬ߴ͔ͬͨ ͜ΕΒͷޠؚ͕·ΕΔจͷޙ ʰʮ͠ʯͱʱͷޙ ʰڮʱͷ͕֬ߴ͔ͬͨ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ͦΕ5SBOTGPSNFSͷ͓͔͛ ͘͢͝Εͨͱ͜ΖͷใΛߴʹར༻͢Δख๏
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ίϩίϩ͑Λม͑Δੜ"*ʂ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ͦΕԹʢ5FNQFSBUVSFʣͷΠλζϥ ֬తʹߴ͍ͷ Ұ൪͋Γͦ͏ͳ
͜ΕͳΜ͚ͩͲ ͦΕ͡Ό ͭ·Βͳ͍ͷͰ ͕͍֬ͷ͕ બΕΔ͜ͱ 5FNQFSBUVSF ʙʣͰ੍ޚ ͩͱҰ൪͕֬ߴ͍ͷ ͦͷޙ ͦͷબʹ Өڹ͞ΕΔͷͰ ɿ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ͔ͩΒવ໌Β͔ʹޡͬͨճ ,NͷಓͷΓΛɼॴཁ࣌ؒͷ·Ͱ࣌LNɼ Γ࣌LNͰา͘ͱ͖ͷॴཁ࣌ؒΛڭ͍͑ͯͩ͘͞ɽ
ٻΊํͷઆ໌͍ͯͩ͘͠͞ɽ ʮॴཁ࣌ؒͷʯΛ ʮಓͷΓͷʯͱղऍ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ετϩϕϦʔ ʮจࣈʯ୯Ґͷ ॲཧ͕ͱͯۤख
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ܭࢉͰ͖ͳ͍ l ༷ʑͳͷ༷ʑͳܭࢉ͕ۤखͩͬͨ
͕ɼ࠷ۙɼܭࢉΤϯδϯΛࡌͯ͠ ղܾ
©2016- Naoki Kato, IML at TGU ੜ"*ͬͯͳΜͩʁ ҰํͰͱΜͰͳ͜ͱͰ͖ͯ͠·͏ ͜Μͳͷ Ͳ͏ֶशͯ͠Μͩʁ
©2016- Naoki Kato, IML at TGU ੜ"*ΛڭҭͰ͏ʹ͋ͨͬͯ ڭҭݱʹ͓͚Δੜ"*ͷ׆༻ͱ͜Ε͔Βͷֶߍ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ઌੜ͕͏ʹ͋ͨͬͯ l จՊল
ͱݴ͍ͬͯΔ l ͨͩ͠ɼ ͱݴ͍ͬͯΔɾɾɾ ڭһݚमߍͰͷదͳ׆༻ʹ͚ͨऔΛਪਐ͠ɺ ڭࢣͷ"*Ϧςϥγʔ্ಇ͖ํվֵʹܨ͛Δ ඞཁ͕͋Δɻ ͘Β͍ ͏ͳͱ ݴͬͯΔͷ͔Ͷ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ࣇಐɾੜె͕͏ʹ͋ͨͬͯ l จՊল
ͱݴ͍ͬͯΔ ᶃݱ࣌Ͱ׆༻͕༗ޮͳ໘Λݕূͭͭ͠ɺݶఆత ͳར༻͔Β࢝ΊΔ͜ͱ͕దͰ͋Δɻੜ"*ΛऔΓר ͘ݒ೦ϦεΫʹेͳରࡦΛߨ͡Δ͜ͱ͕Ͱ͖ΔҰ ෦ͷֶߍʹ͓͍ͯɺݸਓใอޢηΩϡϦςΟɺஶ ࡞ݖʹेʹཹҙͭͭ͠ɺύΠϩοτతͳऔΛਐ ΊɺՌɾ՝Λेʹݕূ͠ɺࠓޙͷߋͳΔٞʹ ࢿ͢Δ͜ͱ͕ඞཁͰ͋Δɻ ᶄͦͷҰํɺֶߍ֎ͰΘΕΔՄೳੑΛ౿·͑ɺશͯ ͷֶߍͰɺใͷਅِΛ͔֬ΊΔ͜ͱʢ͍ΘΏΔϑΝ ΫτνΣοΫʣͷश׳ؚ͚Ίɺใ׆༻ೳྗΛҭ Ήڭҭ׆ಈΛҰॆ࣮ͤ͞ɺ"*࣌ʹඞཁͳࢿ࣭ɾೳ ྗͷ্ΛਤΔඞཁ͕͋Δɻ Θͣʹ ͏ͨΊͷྗΛ ҭ͠·͠ΐ͏
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ྸ੍ݶ l ͦͦࣇಐੜె͕͑ͳ͍͜ͱ
サービス名 利用制限 chatGPT 13歳以上 18歳未満の場合は保護者の許可 Copilot (Microsoft ID) 18歳以上 18歳未満の場合は保護者の許可? Copilot(教育用) 教育学部の教員と高等教育の学生 (18歳以上) Gemini 13歳以上 Gemini (学校用アカウント) 18歳以上?
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ݸਓใอޢ l ར༻తҎ֎ͰݸਓใΛ
ʢੜ"*ͰʣͬͯͩΊ ୈे ߦػؔͷɺ๏ྩʹجͮ͘߹Λআ͖ɺར༻త Ҏ֎ͷతͷͨΊʹอ༗ݸਓใΛࣗΒར༻͠ɺຢఏ ڙͯ͠ͳΒͳ͍ɻ ୈेീ ݸਓใऔѻࣄۀऀɺ͋Β͔͡ΊຊਓͷಉҙΛಘͳ͍ ͰɺલͷنఆʹΑΓಛఆ͞Εͨར༻తͷୡʹඞཁ ͳൣғΛ͑ͯɺݸਓใΛऔΓѻͬͯͳΒͳ͍ɻ ʢࠃཱɾࢲֶͷֶߍͷ߹ʣ ʢެཱͷֶߍͷ߹ʣ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ݸਓใอޢ l ಉҙΛಘͳ͍ͰݸਓใΛ
ୈࡾऀʢੜ"*ʣʹఏڙͯͩ͠Ί ୈೋेീ ݸਓใऔѻࣄۀऀɺ֎ࠃɾɾɾʹ͋ΔୈࡾऀɾɾɾʹݸਓσʔλΛఏڙ͢Δ߹ ʹɺલୈҰ߲֤߸ʹܝ͛Δ߹Λআ͘΄͔ɺ͋Β͔͡Ί֎ࠃʹ͋Δୈࡾऀͷఏ ڙΛೝΊΔࢫͷຊਓͷಉҙΛಘͳ͚ΕͳΒͳ͍ɻɾɾɾ ୈೋेࣣ ݸਓใऔѻࣄۀऀɺ࣍ʹܝ͛Δ߹Λআ͘΄͔ɺ͋Β͔͡ΊຊਓͷಉҙΛಘͳ͍ ͰɺݸਓσʔλΛୈࡾऀʹఏڙͯ͠ͳΒͳ͍ɻ ୈࣣेҰ ߦػؔͷɺ֎ࠃɾɾɾʹ͋Δୈࡾऀɾɾɾʹར༻తҎ֎ͷతͷͨΊʹอ ༗ݸਓใΛఏڙ͢Δ߹ʹɺ๏ྩʹجͮ͘߹ٴͼୈेୈೋ߲ୈ࢛߸ʹܝ ͛Δ߹Λআ͘΄͔ɺ͋Β͔͡Ί֎ࠃʹ͋ΔୈࡾऀͷఏڙΛೝΊΔࢫͷຊਓͷಉҙ Λಘͳ͚ΕͳΒͳ͍ɻ ୈे ߦػؔͷɺ๏ྩʹجͮ͘߹Λআ͖ɺར༻తҎ֎ͷతͷͨΊʹอ༗ݸਓ ใΛࣗΒར༻͠ɺຢఏڙͯ͠ͳΒͳ͍ɻ ֶशʹ༻͍ΒΕΔʹఏڙ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ֎෦ ใηΩϡϦςΟϙϦγʔ l ʹΑΔαʔϏεʹؔ͢Δنఆ
ʹҙ ཁػີใΛʹΑΔ֎෦αʔϏε Λར༻ͯ͠औΓѻΘͳ͍ͷͱ͢Δ ϓϩϯϓτʹ ೖΕͪΌμϝ ݸਓΞΧϯτ ͷར༻ ֶߍΞΧϯτ Ͱͷແஅར༻ ͜Εී௨ϓϩςΫτ͞Ε͍ͯΔ͔ͳ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ஶ࡞ݖ l ஶ࡞ݖͷجຊ
n ࡞తදݱͰͳ͚Εஶ࡞Ͱͳ͍ n ྨࣅੑɾґڌੑ͕ͳ͚Εஶ࡞ݖ৵ ʹͳΒͳ͍ ࣅ͍ͯΔʁ ࢀߟʹ͍ͯ͠Δʁ ࡞͍ͯ͠Δʁ
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ஶ࡞ݖʢͷൃੜʣ l ੜ"*ͷੜஶ࡞Ͱͳ͍
l ࡞ͷҙࢥΛ࣋ͬͯੜ͢Δͱɼ ஶ࡞ݖ͕ൃੜ͢Δʢஶ࡞ʹͳΔʣ ϓϩϯϓτ ͜Μͳ෩ʹʂ ࡞
©2016- Naoki Kato, IML at TGU ੜ"*Λ͏ʹ͋ͨͬͯ ஶ࡞ݖʢͷ৵ʣ l ྨࣅɾґڌͷҙࢥΛ࣋ͬͯੜ͢Δͱɼ
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