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50歳目前開発者の AI との付き合い方
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Kazumune Katagiri
April 26, 2026
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50歳目前開発者の AI との付き合い方
Nagaoka Tech Junction #1
2026.04.25
Kazumune Katagiri
April 26, 2026
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Transcript
OFNV[VLB ࡀલ։ൃऀͷ"*ͱͷ͖߹͍ํ /BHBPLB5FDI+VODUJPO ແཧ ͠ͳ͍
ࣗݾհ w ยۅҰफ ͔ͨ͗Γ͔ͣΉͶ w JEOFNV[VLB!OFNV[VLB w +BWBͷαʔόαΠυ։ൃ͕͍ w
ݸਓࣄۀओ
ࠓͷ͓ ࡀલͷ։ൃऀ͕"*ͱͲ͏͖߹ͬͯΔ͔
Έͳ͞ΜɺͲ͏"*ͱ͖߹ͬͯ·͔͢ʁ w ਓ͕ؒͬ͘͟Γࢦࣔग़͠ w "*͕͍͍ײ͡ʹίʔυग़ྗ w "*͕ϨϏϡʔ w ਓ͕ؒϊʔϧοΫͰNFSHFࢦࣔ ·ͩͦ͜·Ͱͱ͍͏ͷ͕࣮ࡍͷͱ͜Ζ͡Όͳ͍Ͱ͠ΐ͏͔ʁ
શ෦ͤΔͷ·ͩૣ͍ͱஅͨ͠ w ίʔυͷग़དྷ্͕Γૣ͍ w ϨϏϡʔࢦఠˠमਖ਼͞ΕͨͷΛ֬ೝˠ͞Βʹࢦఠˠ࠶֬ೝˠʜ w ऴΘΒͳ͍ϥϦʔ w ͦͷ͏ͪίϯςΩετΟϯυͷ੍ݶͰલʹࢦࣔͨ͜͠ͱΛΕΔ
ରਓίϛϡχέʔγϣϯͰർฐ͍ͯ͠Δͷʹ "*ͱͷίϛϡχέʔγϣϯͰ ർฐͨ͘͠ͳ͍ͷͰ "*ؙ͖͛͋ΒΊ·ͨ͠
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w ࢲͷ߹$MBVEF$PEFͱ5TVNJLJͰׂ̓͘Β͍ͷίʔυॻ͍ͯΒ͏ ͜ͱ͕ଟ͍
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5TVNJLJͷ͍ํ UTVNJLJEFWDPOUFYU w ϓϩδΣΫτͷϑΝΠϧΛಡΜͰߏͱ͔Λ·ͱΊͯ͘ΕΔ w ճ͚͓͚ͩͬͯྑ͍
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w Δ͜ͱ͕ؒҧ͍ͬͯΕमਖ਼͢Δ
ิ ࡞͢Δػೳͷ֓ཁʹॻ͘͜ͱ w Γ͍ͨ͜ͱͷ֓ཁɺ"1*ͷ༷ɺ*'ఆٛɺςʔϒϧఆٛɺυϝΠϯఆٛ w υϝΠϯࣝͱίʔυͷ໊લΛ߹Θ͓ͤͯ͘ͱࣗવݴޠͰॻ͖͍͢ w େ͖͍ػೳΛ։ൃ͢Δ߹ɺͭͷϑΝΠϧʹ·ͱΊͯॻ͘ΑΓɺ͋Δఔ ͷ୯Ґʹ͚ͯॻ͘΄͏͕ࢥ͍௨ΓͷͷʹͳΓ͍͢͠ɺτʔΫϯফඅ ͑ΒΕΔؾ͕͢Δ
w ࣮ςετͷॻ͖ํͰطଘίʔυͷதͰਅࣅΒΕΔՕॴ͕͋ΕͦΕΛ໌ه w ͜Ε͕͋ΔͱࢥͬͨΑ͏ͳܗͰॻ͍ͯ͘ΕΔ͜ͱ͕ଟ͍ؾ͕͢Δ
5TVNJLJͷ͍ํ UTVNJLJEFWSVO\ػೳ໊^ w UBTLຖʹίʔυग़ྗ w ςετͪΌΜͱॻ͍ͯ͘ΕΔ w Ͱ͖ͨίʔυΛ֬ೝͯ͠0,ͳΒνʔϜͷ13ʹճ͢
ิ Ͱ͖ͨίʔυΛ֬ೝ w EJ fi U IUUQTHJUIVCDPNZPTIJLPQHEJ fi U Ͱࠩݟͳ͕ΒϨϏϡʔͯ͠ɺίϝ
ϯτͨ͠ͷ$MBVEF$PEFʹର͢Δࢦࣔͱ͍ͯ͠Δ w 13͕,͘Β͍ʹऩ·ΔΑ͏ʹػೳΛ͚͍ͨ w ʮMBZFSຖʹςετʹॻ͖͘༰ʯͷΑ͏ʹɺશମతʹ͜͏ͯ͠΄͍͠ɺΈ͍ͨ ͳͷ$-"6%&NEͱ͔ʹه͢ΔΑ͏ʹࢦࣔ͢Δ w ͋Μ·Γࡉ͔͍ॴʮ·͍͍͔͊ʯͷؾ࣋ͪͰεϧʔ͢ΔͱετϨε͕গͳ͘ͳΔ w ࠷ѱࣗͰॻ͖͢ w ૬ख͕"*͔ͩΒԕྀ͠ͳͯ͘ྑ͍
ਓ͕ؔ༩͢Δͷ w ࡞͢Δػೳͷ֓ཁΛNEϑΝΠϧʹ࡞͢Δ w ׂͨ͠UBTLͷNEϑΝΠϧΛ֬ೝ͢Δ w Ͱ͖ͨίʔυΛ֬ೝ͢Δ
Γ͍ͨ͜ͱNE <ΤϯδχΞ> <UTVNJLJ> UTVNJLJEFWQMBO UBTLNE UBTLNE ֬ೝ UTVNJLJEFWSVO ίʔυͷࠩ ֬ೝ
େࣄͳͷ γεςϜͷ࠷ऴతͳணΛݴޠԽ͢Δ͜ͱ
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