Looking back on AI-Powered iOS Development - Speaker Deck

Looking back on AI-Powered iOS Development

by Tomoki_Takahashi

Speaker Deck

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"GUFSJ04%$%SPJE,BJHJ .PCJMF-5/JHIU -PPLJOHCBDLPO "*1PXFSFE J04%FWFMPQNFOU 5PNPLJ5BLBIBTIJ

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5PNPLJ5BLBIBTIJ 3FJXB5SBWFM *OD .PCJMF"QQ&OHJOFFS !UPNPTBBBO !UPNPTBO@EFW

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%PZPVXPSLXJUI"*

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"HFOEB ✏.Z%BJMZ"**OUFHSBUJPO 📱3FBM8PSME"*6TBHFJO/&85J04 🚀"*1PXFSFE"QQ'VUVSFJO3FJXB5SBWFM

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✏.Z%BJMZ"**OUFHSBUJPO

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!3FJXB5SBWFM *OD

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3FTFBSDI *NQMFNFOUBUJPO 3FMFBTF 1MBO "OBMZTJT 5FTUJOH

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3FTFBSDI *NQMFNFOUBUJPO 3FMFBTF 1MBO "OBMZTJT 5FTUJOH

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3FTFBSDI *NQMFNFOUBUJPO 3FMFBTF 1MBO "OBMZTJT 5FTUJOH

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3FTFBSDI ɾ֎෦ϥΠϒϥϦɾ4%,ͳͲͷґଘ͕͋Δ৔߹ʹ֓೦ͷཧղʹར༻ (FNJOJ%FFQ3FTFBSDI ɾ࢓༷ݕ౼ͷஈ֊Ͱ࣮ݱՄೳੑͳͲͷݕ౼Ϧαʔν͕ඞཁͳͱ͖ ɾେ·͔ʹ૝૾Ͱ͖ΔൣғͰٕज़తʹඞཁͳ৘ใΛௐ΂ͯ΋Β͏ ྫ͑͹ʜ ʮMJRVJEHMBTTͬͯ۩ମతʹͲ͏͍͏ରԠ͕ඞཁʁʯ ʮʙʙͰΫϥογϡ͢Δ͚ͲଞʹࠔͬͯΔΑ͏ͳ஌ݟ͋Δʁ ུ ʯ

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3FTFBSDI *NQMFNFOUBUJPO 3FMFBTF 1MBO "OBMZTJT 5FTUJOH

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*NQMFNFOUBUJPO $MBVEF$PEF ɾओʹطଘͷίʔυϦʔσΟϯάɾϥΠςΟϯάΛͤ͞Δ ɾ࢓༷ݕ౼ஈ֊Ͱطଘ࢓༷Ͳ͏ͳ͚ͬͯͨͬʁΛ֬ೝ͍ͨ࣌͠΋ͬ͘͟Γௐࠪͤ͞Δ %FWJO ɾجຊతʹ͸$MBVEF$PEFͱ΄΅ಉ͡ ɾमਖ਼΍࣮૷ʹ͓͍ͯɺ͋Δఔ౓΍Δ͜ͱ͕ܾ·͍ͬͯͯ؆୯ͳ࣮૷࣌͸%FWJO

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3FTFBSDI *NQMFNFOUBUJPO 3FMFBTF 1MBO "OBMZTJT 5FTUJOH

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"OBMZTJT $MBVEF$PEF ɾ#JH2VFSZͷΫΤϦΛॻ͖͍ͨͱ͖ʹར༻ ɾ(PPHMF"OBMZUJDTͷςʔϒϧ৘ใ΍࣮ࡍͷϩάઃܭ͔Βϓϩϯϓτ࡞੒ ɾ(PPHMF"OBMZUJDTͷςʔϒϧ৘ใ΍࢓૊ΈͳͲ֓ཁΛཧղ͢ΔͨΊ ɾΫΤϦ΋͋Δఔ౓ॻ͍ͯ͘ΕΔ͕ਫ਼౓͸·ͪ·ͪ (FNJOJ%FFQ3FTFBSDI

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📱3FBM8PSME"*6TBHFJO/&85J04

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(SBQI2- 4XJGU6* "SDIJUFDUVSF $PEJOH3VMFT %FCVHHJOH 5FTUJOH 1FSGPSNBODF

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(SBQI2- 4XJGU6* "SDIJUFDUVSF $PEJOH3VMFT %FCVHHJOH 5FTUJOH 1FSGPSNBODF ϝΠϯίϯςΩετ "ػೳʹ#ػೳΛ௥Ճͯ͠🙏

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ϝΠϯίϯςΩετ "ػೳͲ͜ʹ͋Δʁ "ػೳͷߏ଄Ͳ͏ͳͬͯΔʁ طଘͷઃܭΛղऍ͢Δ طଘͷهड़ϧʔϧղऍ ࣮૷ "ػೳʹ#ػೳΛ௥Ճͯ͠🙏 (SBQI2- 4XJGU6* "SDIJUFDUVSF $PEJOH3VMFT %FCVHHJOH 5FTUJOH 1FSGPSNBODF

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ϝΠϯίϯςΩετ "ػೳͲ͜ʹ͋Δʁ "ػೳͷߏ଄Ͳ͏ͳͬͯΔʁ طଘͷઃܭΛղऍ͢Δ طଘͷهड़ϧʔϧղऍ ࣮૷ "ػೳʹ#ػೳΛ௥Ճͯ͠🙏 (SBQI2- 4XJGU6* "SDIJUFDUVSF $PEJOH3VMFT %FCVHHJOH 5FTUJOH 1FSGPSNBODF )JHI$PNQMFYJUZ

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1MBONPEF

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1MBONPEF ɾΑΓਖ਼֬ͳมߋΛߦ͏ͨΊʹఏࣔ͞ΕΔมߋΛ͔ͬ͠ΓͱϨϏϡʔ͢Δ͜ͱ͕ඞཁ ɾ$MBVEF$PEFʹ͓͍ͯɺTIJGUUBCͰQMBONPEF΁ ɾ1MBONPEFͰͷ࣮૷ܭըʹରͯ͠ϨϏϡʔΛͯ͠ΑΓཧ૝ʹ͍ۙܗΛ໨ࢦ͢

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1MBONPEF ϓϩϯϓτ͔Β ࣮૷ܭըΛཱ͍ͯͯͩ͘͞ 5IJOLJOHʜ

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1MBONPEF ϓϩϯϓτ͔Β ࣮૷ܭըΛཱ͍ͯͯͩ͘͞ ɾ999ͷؔ਺͕ҧ͏ ɾ999ͷ໋໊Λม͑ͯ

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1MBONPEF ϓϩϯϓτ͔Β ࣮૷ܭըΛཱ͍ͯͯͩ͘͞ ɾ999ͷؔ਺͕ҧ͏ ɾ999ͷ໋໊Λม͑ͯ 5IJOLJOHʜ

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1MBONPEF ϓϩϯϓτ͔Β ࣮૷ܭըΛཱ͍ͯͯͩ͘͞ ɾ999ͷؔ਺͕ҧ͏ ɾ999ͷ໋໊Λม͑ͯ *NQMFNFOUFE🎉

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1MBONPEF ɾ1MBO ↔︎ 3FWJFXͷ܁Γฦ͠ʹ͓͍ͯఆ·Βͳ͍৔߹͸ܭըͷ୯Ґ͕େ͖͍Մೳੑ ɾܭըஈ֊Ͱ͸UIJOLΩʔϫʔυΛ࢖ͬͯΑΓਖ਼֬ͳܭըΛ໨ࢦ͢ UIJOLˠUIJOLIBSEˠUIJOLIBSEFSˠVMUSBUIJOL˞UPLFOফඅঢॱ ɾܭըࢦࣔͷ࣌఺Ͱ࣮૷Օॴ͕ಛఆͰ͖͍ͯͳ͍৔߹͸୳ࡧΛઌʹ͓͖ͯ͠ɺ ɹແବͳίϯςΩετফඅΛ͠ͳ͍Α͏ʹ͢Δ

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4VCBHFOUT

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4VCBHFOUT ɾಛఆͷ໨తͱઐ໳෼໺ʹಛԽͨ͠"*Ξγελϯτ ɾϝΠϯͷର࿩ͱ͸ผʹίϯςΩετ΢Οϯυ΢Λ࢖༻͢Δ ʢʹίϯςΩετΛҾ͖ܧ͕ͣಠཱͯ͠࡞ۀΛͯ͠ɺϝΠϯͷର࿩ʹ݁ՌΛฦ͢ʣ ɾ࡞ۀ్தͷ৘ใΛϝΠϯίϯςΩετʹؚΊͣʹ ɹίϯςΩετΛઅ໿͢Δ͜ͱͰϝΠϯͷॲཧΛΑΓޮ཰Խͨ͠Γਖ਼֬ʹͰ͖Δ

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4VCBHFOUT fi HNBTXJGUVJWJFXCVJMEFS UDBCVJMEFS HSBQIRMTDIFNBFYQMPSFS (SBQI2- 4XJGU6* "SDIJUFDUVSF $PEJOH3VMFT %FCVHHJOH 5FTUJOH 1FSGPSNBODF

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4VCBHFOUT HSBQIRMTDIFNBFYQMPSFS ɾ"QPMMPͰੜ੒͞ΕΔϑΝΠϧ܈͔Βର৅ͷϓϩύςΟΛ୳ࡧతʹݟ͚ͭΔ ɾTDIFNB͔ΒHSBQIRM΁ͷఆٛ௥ՃΛߦ͏ʢ͋Δఔ౓ϧʔϧͷهࡌ͸ඞཁʣ UDBCVJMEFS ɾ/&85J04ಠࣗͰܾΊ͍ͯΔهड़ϧʔϧͳͲΛ൓ө্ͨ͠Ͱ࣮૷͢Δ ɾ5$"ͷϧʔϧʹ४ڌͯ͠ඞཁͳ"DUJPOɺ4UBUFͷ௥ՃΛߦ͏

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4VCBHFOUT fi HNBTXJGUVJWJFXCVJMEFS ɾHFU@DPEFΛ࢖͏Α͏ʹࢦఆͨ͠ํ͕ΑΓਖ਼͕֬ͩ'JHNBͷߏ଄ʹΑΔ ɾ'JHNB.$1Λར༻ͯ͠4XJGU6*Ͱ7JFXΛ࣮૷͢Δ ɾ7JFX࣮૷ͷϧʔϧ͕͋ΔͷͰࢦఆ͠ɺ൓ө͢Δ

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4VCBHFOUT ɾϝΠϯίϯςΩετͰ͸ࢦఆͳ͠Ͱ΋ࣗ཯తʹαϒΤʔδΣϯτΛར༻ͯ͘͠ΕΔ ɾ͔ͬ͠Γͱ։ൃηΫγϣϯʹ෼͚ͯϓϩϯϓτΛ࡞੒ɺར༻͢ΔαϒΤʔδΣϯτΛࢦఆɹ ʮσβΠϯʯʮ"1*ఆٛɾσʔλߏ଄ʯʮ۩ମతͳΞΫγϣϯɾϩδοΫʯʜ

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4FSFOB

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4FSFOB ɾϦϙδτϦશମʹରͯ͠ηϚϯςΟοΫղੳΛߦͳ͍ɺϑΝΠϧ୳ࡧɾฤूΛޮ཰Խ ɾϩʔΧϧͰ΋ಈ͘.$1ͳͷͰॊೈʹಋೖͰ͖ΔɺແྉͰ࢖͑ͯ044ͱͳ͍ͬͯΔ IUUQTHJUIVCDPNPSBJPTTFSFOB ɾWͰ4XJGUʹ΋ରԠ 3FMFBTFE

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4FSFOB "'FBUVSFͷ࣮૷Λௐ͍ࠪͨ͠ɻ Ͳͷ"1*Λݺͼग़͠ɺͲͷΑ͏ͳঢ়ଶ؅ཧΛ͍ͯ͠Δ͔Λ೺Ѳ͍ͯͩ͘͠͞ɻ ࠷ޙʹτʔΫϯফඅྔΛग़ྗ͍ͯͩ͘͠͞ɻ d3FBEJOHd

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4FSFOB "'FBUVSFͷ࣮૷Λௐ͍ࠪͨ͠ɻ Ͳͷ"1*Λݺͼग़͠ɺͲͷΑ͏ͳঢ়ଶ؅ཧΛ͍ͯ͠Δ͔Λ೺Ѳ͍ͯͩ͘͠͞ɻ ࠷ޙʹτʔΫϯফඅྔΛग़ྗ͍ͯͩ͘͠͞ɻ 4FSFOBͳ͠ 4FSFOB͋Γ 3FEVDF🎉 d3FBEJOHd

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ʜ

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4FSFOB ͦ͜·Ͱେ͖ࠩ͘෼͕ग़͍ͯͳ͍͕೺Ѳ͢Δਂ͕͞ҧ͏ 💡4FSFOB͋Γ"'FBUVSFʹؔ࿈͢Δଞͷίʔυʹؔͯ͠΋ௐࠪɺ݁Ռใࠂ͍ͯ͠Δ 🙁4FSFOBͳ͠"'FBUVSFͱҰக͢Δ໋໊ϑΝΠϧʹର͢ΔղऍͷΈग़ྗ ηϚϯςΟοΫղੳͷڧΈ d3FBEJOHd

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4FSFOB 9992VFSZ͕ఆٛɾར༻͞Ε͍ͯΔϑΝΠϧΛ୳ࡧ͍ͯͩ͘͠͞ ࠷ޙʹτʔΫϯফඅྔΛग़ྗ͍ͯͩ͘͠͞ɻ 4FSFOBͳ͠ 4FSFOB͋Γ 3FEVDF🎉 d4FBSDIJOHd

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4FSFOB ɾ୳ࡧʹ͓͍ͯ͸ѹ౗తʹ͕ࠩग़͍ͯΔ d4FBSDIJOHd ɾ۩ମతͳ2VFSZʹؔ͢Δ୳ࡧࢦࣔΛ͍ͩͯ͠ΔͷͰճ౴ͷਖ਼֬ੑ͸มΘΒͣ ɾϓϩδΣΫτΛεΩϟϯͭͭ͠ɺ ɹهԱ͓ͯ͘͜͠ͱͰ୳ࡧʹ͔͔Δ࣌ؒΛେ෯ʹ࡟ݮ͍ͯ͠Δ ɾ-41ܦ༝ͰඞཁͳγϯϘϧ΍ࢀর৘ใ͚ͩΛฦ͍ͯ͠Δ

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🚀"*1PXFSFE"QQ'VUVSF JO3FJXB5SBWFM

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🚀"*1PXFSFE"QQ'VUVSFJO3FJXB5SBWFM ɾJ04 ↔︎ "OESPJEͷίʔυίϯόʔτΛ"*ʹ೚͍ͤͯ͘ ɾ͜Ε·Ͱͷ஌ݟΛܗࣜ஌Խ͠ɺνʔϜ୯ҐͰͷ"*׆༻ʹར༻͍ͯ͘͠ ɾ"*ΛτϨʔφʔʹͯ͠J04 ↔︎ "OESPJEͷΤϯδχΞΛʮϞόΠϧΤϯδχΞʯͱ͍ͯ͘͠ FY ֤छυΩϡϝϯτͷ3VMFԽɺ4VCBHFOUTͷϦϙδτϦ؅ཧɾڧԽʜ λεΫͷ೉қ౓ʹ͸ΑΔ͕ਓͰ྆ϓϥοτϑΥʔϜͷλεΫΛ͜ͳͤΔΑ͏ʹ

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5IBOLT