Turing会社紹介資料

Turingの会社紹介資料です。（2024年2月更新）

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https://zenn.dev/p/turing_motors

Transcript

1. ©︎ 2023 Turing Motors. COMPANY DECK 2024೥2݄
2. ©︎ 2023 Turing Motors. 2 1. ԿΛ໨ࢦ͢ձ͔ࣾʁ 2. Ͳ͏΍ͬͯ׬શࣗಈӡసΛ࣮ݱ͢Δͷ͔ʁ 3. ࢢ৔ʹ͍ͭͯ 4. Χϧνϟʔʹ͍ͭͯ 5. νʔϜʹ͍ͭͯ 6. ืूɾ࠾༻ϓϩηεʹ͍ͭͯ 7. Appendix
3. ©︎ 2023 Turing Motors. جຊ৘ใɿ౰ࣾͷ໨ඪ͸ʮ׬શࣗಈӡసEVͷྔ࢈ʯ 3 ձ໊ࣾশ 5VSJOHʢνϡʔϦϯάʣגࣜձࣾ ૑ۀ೥ ೥݄೔ ࣄۀ಺༰ ׬શࣗಈӡస&7ͷ։ൃɾ੡଄ ຊࣾॴࡏ஍ ౦ژ౎඼઒۠େ࡚ஸ໨—
   ήʔτγςΟେ࡚
   Πʔετ౩֊ ޻৔ॴࡏ஍ ઍ༿ݝദࢢദΠϯλʔೆ ڌ఺ॴࡏ஍ ౦ژ౎ߓ۠࿡ຊ໦ஸ໨—࿡ຊ໦ώϧζ৿λϫʔ' ໾һ $&0ɿࢁຊ
   Ұ੒ɹ$50ɿ੨໦
   ढ़հɹ$00ɿాத
   େհ ࢿຊۚ  ສԁʢ+,*44ܕ৽ג༧໿ݖͰԯԁͷࢿۚௐୡࡁʣ ࣾһ਺ ໊ʢਖ਼ࣾһ໊ɺΠϯλʔϯɾΞϧόΠτ໊ʣ
   
   ˞೥݄ݱࡏ
4. ©︎ 2023 Turing Motors. ౰ࣾͷ૝͍ 4 ถதͰ͸਺ඦͷ&7ɾࣗಈӡసελʔτΞοϓ͕ੜ·Ε͍ͯ·͢ɻ
   ࠓ΍ࣗಈंձࣾͷதͰ࣌Ձ૯ֹτοϓͱͳͬͨ5FTMB͸΋ͪΖΜɺͦͷଞʹ΋ଟ ͘ͷ৽ڵϝʔΧʔ͕&7ࢢ৔ͷதͰ৽ͨͳγΣΞΛ֫ಘ͍ͯ͠·͢ɻͳͥถதͰ ͜Ε΄Ͳଟ͘ͷελʔτΞοϓ͕ੜ·Ε͍ͯΔͷͰ͠ΐ͏͔ʁ
   ͦΕ͸ɺେ͖ͳ؀ڥมԽͷλΠϛϯάͰʮࣗ෼ͨͪʹ͸ग़དྷΔʯͱ͍͏֬৴ɺ ͋Δ͍͸ૉఢͳצҧ͍Λ๊͍ͨ௅ઓऀ͕ଟ͘ݱΕ͔ͨΒͩͱࢲͨͪ͸ߟ͑·͢ɻ
   &7ԽɺࣗಈӡసԽɺιϑτ΢ΣΞϑΝʔετʜࠓɺࣗಈंۀք͸େ͖ͳมֵظ Λܴ͍͑ͯ·͢ɻैདྷͷࣗಈंձࣾ͸ɺΠϊϕʔγϣϯͷδϨϯϚʹؕΓɺιϑ τ΢ΣΞɾ"*Λத৺ͱͨ͠૊৫จԽΛ࡞Δ͜ͱ͕ग़དྷͣʹɺे෼ʹରԠͰ͖ͯ ͍ͳ͍ঢ়گͰ͢ɻͦΜͳதɺถதͷ&7ελʔτΞοϓୡ͸ɺιϑτ΢ΣΞ΍"* ʹ໌Δ͍ܦӦऀ͕ैདྷͷं࡞ΓΛֶͼɺऔΓೖΕɺ·͞ʹθϩ͔ΒंձࣾΛ࠶ ఆٛ͢Δ͜ͱʹ௅ઓ͍ͯ͠·͢ɻ ͓ͦΒͦ͘Ε͸ɺैདྷͷ೔ຊͷࣗಈंϝʔΧʔ͕ࠓ·Ͱ͋·Γʹ΋Ғେͳ੒ՌΛ ͖͍͋͛ͯͯͨͨΊɺࣗಈंʹؔ͢Δ͜ͱ͸൴Β͕΍Δɺ΋͘͠͸ελʔτΞο ϓʹग़དྷΔΘ͚͸ͳ͍ɺͱଟ͘ͷ೔ຊਓ͕ࢥ͍͜ΜͰ͍Δ͔ΒͰ͸ͳ͍Ͱ͠ΐ͏ ͔ʁ
   Ͱ΋ɺͦΜͳ͜ͱ͸ͳ͍ͱࢥ͍·͢ɻ೔ຊʹ΋ͨ͘͞Μͷૉ੖Β͍͠ιϑτ΢Σ Ξɾϋʔυ΢ΣΞΤϯδχΞ͕͍·͢ɻద੾ͳϦʔμʔγοϓ͕͋Ε͹ࢲͨͪʹ ͩͬͯઈରʹग़དྷΔ͸ͣɻ
   ೔ຊ͔Β͜͜ʹ௅ઓ͢Δਓ͕গͳ͍ͷͰ͋Ε͹ͦΕ͸ٯʹେ͖ͳνϟϯεʹͳ Δɻ೔ຊ͔ΒʢੈքͰ࠷΋࣌Ձ૯ֹͷߴ͍ࣗಈंձࣾͰ͋Δʣ5FTMBΛ௒͑Δͱ ݴ͏ਓ͕ͨͪग़͖͍͍ͯͨͬͯ͡Όͳ͍͔ɻ୭΋΍Βͳ͍ͳΒࢲ͕ͨͪ΍Δɻ ͦͷ༷ͳࢥ͍ΛࠐΊͯ
   l8F
   0WFSUBLF
   5FTMBz
   Λ߹ݴ༿ʹʮ׬શࣗಈӡస&7 ͷྔ࢈ϝʔΧʔʹͳΔʯͱ͍͏લਓະ౸ͷߴ͍໨ඪΛܝ͛ɺ5VSJOH͸૑ۀ͞Ε ·ͨ͠ɻ “We Overtake Tesla” ͱ͍͏੤͍
5. ©︎ 2023 Turing Motors. Turingͱ͍͏໊ࣾͷ༝དྷʹ͍ͭͯ 5 "*ͷ෕ɿ"MBO
   5VSJOH Tesla͕ަྲྀϞʔλʔͷ෕ʮχίϥɾςεϥʯ Λͦͷ໊ࣾͷ༝དྷͱ͠ɺ EVԽͷύϥμΠϜγϑτΛ࣮ݱ Turing͸AIͷ෕ͱݺ͹ΕΔ ʮΞϥϯɾνϡʔϦϯάʯ Λ໊ࣾͷ༝དྷͱ͠ɺ AIϕʔεͷ׬શࣗಈӡసԽΛݗҾ ʮAIΛϕʔεͱͨ͠׬શࣗಈӡసԽʯ ͷύϥμΠϜγϑτΛى͜͢
6. ©︎ 2023 Turing Motors. AIઌۦऀɾࣗಈӡసݚڀऀɾάϩʔεاۀIPOݗҾऀ͔ΒͳΔϦʔμʔγοϓ 6 Co-Founder, CEO ࢁຊ Ұ੒ কعAI ”Ponanza”Λ։ൃ͠কع໊ਓʹউརɺAIاۀ HEROZͷ্৔ΛݗҾɻੈքͰઓ͑ΔاۀΛ૑Γ্͛Δ ͨΊʹTuringΛڞಉ૑ۀ Co-Founder, CTO ੨໦ ढ़հ ถΧʔωΪʔϝϩϯେֶͰࣗಈӡసͷ։ൃʹैࣄ͠Ph.D Λऔಘɻ೔ຊͰ࢈ۀΛڵ͢͜ͱΛ੤͍ɺTuringΛڞಉ૑ۀ COO ాத େհ Google ΤόϯδΣϦετͱͯ͠׆༂͠ҩྍITاۀϝυ Ϩʔʹࢀըɺࣥߦ໾һ/ࣄۀ੹೚ऀͱ্ͯ͠৔ΛݗҾɻ 2023೥1݄ɺTuringͷCOOब೚ʯ
7. ©︎ 2023 Turing Motors. ͳͥʮࣗಈӡసιϑτ΢ΣΞͷ։ൃʯͰ͸ͳ͘ʮ׬શࣗಈӡసEVͷྔ࢈ʯΛ͢Δͷ͔ʁ 7 ʮطଘͷEVʹࣗಈӡసͷػೳΛ௥Ճ͍ͯ͘͠ʯͷͰ͸ͳ͘ ʮ׬શࣗಈӡసEVʯͷ͋ΓํΛθϩ͔Βఆٛ͢Δɻ ϔϯϦʔɾϑΥʔυ͸ʮ΋͠ސ٬ʹ๬Ή΋ͷΛฉ͍͍ͯͨΒɺ൴Β͸ʰ΋ͬͱ଎͍അ͕ཉ͍͠ʱͱ౴͍͑ͯͨͩΖ͏ʯͱݴ͍·ͨ͠ɻ ϑΥʔυ͕ҠಈͷύϥμΠϜΛม͑ΔҒେͳձࣾʹͳΕͨͷ͸ʮ଎͍അंʯΛ࡞Ζ͏ͱͤͣʹθϩϕʔεͰࣗಈंΛఆ͔ٛͨ͠ΒͰ͢ɻ Tesla΋·ͨʮΨιϦϯंΛEVԽ͢Δʯͱ͍͏ΞϓϩʔνͰ͸ͳ͘ɺθϩϕʔεͰ͋Δ΂͖EVΛ࠶ఆٛ͠EVϚʔέοτͷϦʔμʔʹͳΓ·ͨ͠ɻ ౰͕ࣾ໨ࢦ͢ʮ׬શࣗಈӡసEVʯʹ΋ಉ͜͡ͱ͕ݴ͑Δͱߟ͍͑ͯ·͢ɻ ʮ׬શࣗಈӡసEVʯ͕࣮ݱͰ͖ͨ࣌ɺͦ͜Ͱੜ·ΕΔ৽͍͠ϢʔβʔମݧͷશͯΛσβΠϯ͢Δɻ ͦͷͨΊʹ͸ʮࣗಈӡసΞϧΰϦζϜʯ͚ͩͰͳ͘ं྆ͦͷ΋ͷ΋ࣗ෼ୡͰ੡଄͠׬ᘳʹίϯτϩʔϧ͢Δඞཁ͕͋Δɻ ͦΕ͕ɺ౰͕ࣾʮ׬શࣗಈӡసEVͷྔ࢈ʯΛ໨ࢦ͢ཧ༝Ͱ͢ɻ
8. Copyright ©︎ 2023 Turing Motors. All rights reserved. ࣗಈӡసιϑτ΢ΣΞͱEVͷ૒ํʹνϟϨϯδ͢Δཧ༝ 8 ౰ࣾ͸ࣗಈӡసιϑτ΢ΣΞΛ։ൃ͠ɺࣗಈंϝʔΧʔʹఏڙ͢Δ͜ͱͰʮطଘͷंΛࣗಈӡసԽ͢ΔʯͷͰ͸ͳ͘ɺϋʔυ ΢ΣΞͷ੡଄ೳྗ΋֫ಘ͠ʮ׬શࣗಈӡసEVʯΛࣗࣾͰྔ࢈͢ΔઓུΛͱΓ·͢ɻ͜Ε͸౰͕ࣾɺ׬શࣗಈӡస͕࣮ݱͰ͖ͨ ࡍʹ͸ɺंͷ͋Γํͦͷ΋ͷ͕େ͖͘มΘΔͱߟ͍͑ͯΔ͔ΒͰ͢ɻϢʔβʔ͕࣮ࡍʹ৮ΕΔϋʔυ΢ΣΞͷ෦෼ʹ͍ͭͯɺ ࣗࣾͰίϯτϩʔϧݖΛ͓࣋ͬͯ͘͜ͱ͸ඇৗʹॏཁͰ͋Δͱߟ͍͑ͯ·͢ɻ ·ͨɺͦΕͱಉ࣌ʹࣗಈӡసٕज़ͷਐԽͱͱ΋ʹɺιϑτ΢ΣΞ/ϋʔυ΢ΣΞͦΕͧΕͷཁૉ͕ߴ౓ʹ૬ޓґଘ͢Δ͜Ε͔Β ͷ࣌୅ͷं྆੡଄ʹ͓͍ͯɺʮιϑτͱϋʔυͷ։ൃΛཱ྆͢Δʯ͜ͱ͸ۃΊͯॏཁͳҙຯΛ࣋ͪ·͢ɻʮ׬શࣗಈӡసEVʯ Λྔ࢈͢ΔͨΊʹ͸ɺϋʔυ΢ΣΞ໘Ͱ͸ɺࣗಈӡసʹඞཁͳηϯαʔ΍ंࡌܭࢉػɺͦͯͦ͠ΕΒΛద੾ʹಈ࡞ͤ͞ΔͨΊ ͷిݯڙڅ΍ྫྷ٫γεςϜ౳ɺଟ͘ͷཁૉ͕แׅతʹߟྀ͞Εɺ͞Βʹɺं྆ͷશମઃܭ΍੡଄ϓϩηε΋ɺ͜ΕΒͷཁૉ͕ ແཧͳ͘ɺ͔ͭ࠷େͷੑೳΛൃشͰ͖ΔΑ͏ʹܭը͞ΕΔඞཁ͕͋Γ·͢ɻ Ұํɺιϑτ΢ΣΞ໘Ͱ͸ɺηϯαʔ͔Βऔಘ͞ΕΔσʔλΛॲཧ͠ɺं྆ͷӡߦΛ؅ཧ͢ΔͨΊͷࣗಈӡసιϑτ΢ΣΞ͕ ։ൃ͞ΕΔඞཁ͕͋Γ·͢ɻͦͷઃܭʹ͓͍ͯ΋ɺར༻͢Δϋʔυ΢ΣΞͷಛੑΛߟྀʹೖΕɺੑೳΛ࠷େݶʹҾ͖ग़͢͜ͱ ͕ॏཁͱͳΓ·͢ɻ͜Ε͕ɺҰݟඇ߹ཧతʹݟ͑ΔʮEVͷྔ࢈ʯ·ͰΛखֻ͚ΔഎܠͰ͢ɻ
9. ©︎ 2023 Turing Motors. ૑ۀ͔Β2೥Ͱѹ౗తͳਐḿΛ࣮ݱ 9 ౰ࣾ͸͜Ε·Ͱ2022೥7݄ͷγʔυϥ΢ϯυͰ10ԯԁɺ2023೥8݄ͷϓϨγϦʔζAϥ΢ϯυͰ5.2ԯԁɺྦྷܭ15.2ԯԁͷࢿۚௐୡΛ࣮ࢪ͍ͯ͠·͢ɻͦ͜ͰಘͨࢿۚΛ׆ ༻͠ɺ૊৫Λ࡞ΓɺࣗಈӡసAI։ൃͱं྆։ൃͷྖҬͰҎԼͷ༷ͳϚΠϧετʔϯΛ࣮ݱ͖ͯ͠·ͨ͠ɻʮࣗಈӡసAI։ൃʯͰ͸׬શࣗಈӡసΛ࣮ݱ͢ΔͨΊͷେํ਑ ʢ=Navigator-DriverϞσϧͷ࣮ݱʣ͕ܾ·Γɺண࣮ʹ։ൃ͕ਐΜͰ͍·͢ɻं྆։ൃʹ͍ͭͯ͸૊৫্ཱ͕͕ͪΓʮ1-100-1,000-10,000Ϟσϧʯʹ͓͚Δʮ100ʯ·Ͱ͸ ໨ॲཱ͕ͪ·ͨ͠ɻʮ׬શࣗಈӡసEVͷྔ࢈ʯͱ͍͏ΰʔϧΛ100%ͱ͢Δͱɺ֓Ͷ20%ఔ౓·Ͱਐḿ͍ͯ͠·͢ɻ ࣗಈӡసAI։ൃ 2021/8 AI-based PoC ࣗಈӡసγεςϜߏங ๺ւಓҰप ʢ໿1,500kmʣ ΛࣗಈӡసͰ૸ഁ THE FIRST TURING CAR 1୆ݶఆͰൢച Kashiwa Nova Factory ͷ֫ಘͱ੔උ׬ྃ 2021/12 2022/10 2023/2 2023/6 Navigator-DriverϞσϧ ʹؔ͢Δಛڐग़ئ 2023/9 ૑ۀ 2022/11 ࠃ಺ಓ࿏ֶश༻ ૸ߦσʔλج൫࡞੒ LLMͰಈ͔͢ं PoCߏங ϚϧνϞʔμϧֶशϥΠϒϥϦ ʮHeronʯͷެ։ 2023/10 ࣗࣾ։ൃͨ͠EV ʮTuring Machine Alphaʯ Λ1୆੡଄͠JMSʹग़ల 2025೥ʹ100୆ൢച͢Δ ʮTuring Crossover Founders Editionsʯ ͷ੡଄ணख ं྆։ൃ 2023/8 ίΞίϯϙʔωϯτͷ αϓϥΠϠωοτϫʔΫߏங 2022/4 ं྆վ଄༻ͷΨϨʔδΛ֫ಘ 20% ୡ੒཰ ׬શࣗಈӡసEVྔ࢈
10. ©︎ 2023 Turing Motors. 10 1. ԿΛ໨ࢦ͢ձ͔ࣾʁ 2. Ͳ͏΍ͬͯ׬શࣗಈӡసΛ࣮ݱ͢Δͷ͔ʁ 3. ࢢ৔ʹ͍ͭͯ 4. Χϧνϟʔʹ͍ͭͯ 5. νʔϜʹ͍ͭͯ 6. ืूɾ࠾༻ϓϩηεʹ͍ͭͯ 7. Appendix
11. ©︎ 2023 Turing Motors. Ϩϕϧ ໊শ ಛ௃ ओମ -W ӡసࢧԉ ΞΫηϧɾϒϨʔΩ
    PS
    ϋϯυϧ͕෦෼తʹࣗಈԽ ਓ -W ෦෼ӡసࣗಈԽ ΞΫηϧɾϒϨʔΩ
    BOE
    ϋϯυϧ͕෦෼తʹࣗಈԽ ਓ -W ৚݅෇͖ӡసࣗಈԽ ಛఆͷ৚݅ྖҬԼͰӡసૢ࡞ͷશ෦Λ୅ସʢཁυϥΠόʔʣ ं -W ߴ౓ӡసࣗಈԽ ಛఆͷ৚݅ྖҬԼͰӡసૢ࡞ͷશ෦Λ୅ସʢυϥΠόʔෆཁʣ ं -W ׬શࣗಈӡస ͋ΒΏΔ৚݅ԼͰશͯͷӡసૢ࡞ΛࣗಈԽʢυϥΠόʔෆཁʣ ं ࣗಈӡసͷϨϕϧͱLv5׬શࣗಈӡసͷ೉͠͞ʹ͍ͭͯ 11 ࣗಈӡసʹ͸ҎԼͷ௨ΓLv1ʙLv5 が ଘࡏ͓ͯ͠Γɺ౰ࣾ͸Lv5׬શࣗಈӡసΛΊ͍ͯ͟͠·͢ɻݱࡏࢢൢ͞Ε͍ͯΔंʹ౥ࡌ͞Ε͍ͯΔࣗಈӡస(ӡసࢧԉ)ػೳ͸جຊత ʹLv2· で で ͋ΓɺLv3΍Lv4ͷࣗಈӡసʹ͍ͭͯ͸ʮ৚݅Λݶఆʯ্ͨ͠ で Ұ෦ͷࠃ΍஍Ҭʹ͓͍ͯҰ෦ͷձࣾ΍૊৫ が ࣮ݧతʹंΛ૸Β͍ͤͯΔͱ͍͏ঢ়گ で ͢ɻLv4 · で ͸৚݅ΛߜΔ͜ͱ で ͋Δఔ౓ڧҾʹ࣮ݱ͢Δ͜ͱ が Մೳ で ͢ が ɺ͋ΒΏΔ৚݅ʹରԠ͢Δඞཁͷ͋ΔLv5ͷࣗಈӡస͸Lv4· で ͱ͸ҟ࣍ݩͷ೉қ౓ͱͳΓɺݱ࣌఺Ͱ ୭΋੒͠਱͓͛ͯΒͣɺͦͷ࣮ݱͷͨΊʹ͸ٕज़తͳ ブ ϨʔΫεϧʔ が ඞཁͱͳΓ·͢ɻ Turing ଞͷࣗಈंձࣾͷࢢൢंͷݱࡏ஍ ٕज़తͳϒϨʔΫεϧʔ͕ඞཁ ˣ ˡ
12. ©︎ 2023 Turing Motors. ͳͥʮ׬શࣗಈӡసʯΛ໨ࢦ͢ͷ͔ʁ 12 Ϩϕϧ4ͷԆ௕ઢ্ʹϨϕϧ5͕͋ΔΑ͏ʹݟ͑·͕͢ɺ࣮ࡍ͸ͦ͏Ͱ͸͋Γ·ͤΜɻϨϕϧ4͸ಛఆͷ ৚݅ԼͰͷࣗಈӡసΛ૝ఆ͍ͯ͠ΔͷͰɺྫ͑͹ϧʔτ͕༧Ίܾ·͍ͬͯΔόεͳͲܾΊΒΕͨ஍Ҭ ಺Ͱͷ૸ߦͷΈՄೳͱͳΓɺࣗՈ༻ं΁ͷస༻͸೉͍͠Ͱ͢ɻ͕ͨͬͯ͠ɺϨϕϧ4ʹ౸ୡͯ͠΋ɺ͍ ΘΏΔҰൠతʹΠϝʔδ͞Ε͍ͯΔΑ͏ͳࣗಈӡసͷະདྷ͸๚Εͳ͍͜ͱʹͳΓ·͢ɻ ະདྷΛޠΔ্ͰΑ͘ڍ͛ΒΕΔࣗಈӡసͷະདྷ૾ɺ୭΋͕ࣗՈ༻ंΛ࢖ͬͯυϥΠϏϯάૢ࡞Λͤͣ ໨త஍·ͰḷΓண͘׬શࣗಈӡసͷੈք؍͸ɺϨϕϧ5ͰͷΈ࣮ݱ͞ΕΔ΋ͷͰ͢ɻ׬શࣗಈӡసΛࣔ ͢Ϩϕϧ5͕࣮ݱ͢Δͱੈͷத͸ѹ౗తʹมΘΓɺ༷ʑͳύϥμΠϜγϑτ͕ੜ͡·͢ɻ͔ͦ͠͠ΕΛ ࣮ݱ͢ΔͨΊʹ͸ɺަ௨੔උһͷ༠ಋ΁ͷରԠ΍ɺෳࡶʹ৴߸ػ΍ඪ͕ࣝཏྻ͍ͯ͠ΔγνϡΤʔγ ϣϯɺྙཧతͳ൑அ͕ٻΊΒΕΔγʔϯʹ͓͚Δࣗಈӡస΋ؚΜͰ͍ΔͨΊɺ Ϩϕϧ4ͰٻΊΒΕΔٕ ज़ͱ͸࣍ݩ͕ҟͳΓ·͢ɻ ͦͷͨΊɺ·ͣϨϕϧ4Λ໨ࢦ͠ɺͦͷٕज़ΛਐԽͤ͞Δ͜ͱͰϨϕϧ5Λ໨ࢦ͢ͱ͍͏Ξϓϩʔν͸ ࣮ݱՄೳੑ͕௿͘ɺϨϕϧ5ͷ׬શࣗಈӡసΛ໨ࢦ͢ͷͰ͋Ε͹ɺ࠷ॳ͔ΒϨϕϧ5Λ࣮ݱ͢ΔͨΊͷ ΞϓϩʔνΛͱΔඞཁ͕͋Δͱࢲͨͪ͸ߟ͍͑ͯ·͢ɻ Ϩϕϧ5Λ࣮ݱ͢ΔͨΊͷΞϓϩʔν
13. ©︎ 2023 Turing Motors. ׬શࣗಈӡస͕ม͑Δੈք 13 ʮਓྨͷҠಈதͷࣗ༝࣌ؒͷ૯࿨ʯ͸࣮֬ʹ૿Ճ͢ΔͨΊɺͦͷ࣌ؒʹߦΘΕΔήʔϜɺΤϯλʔςΠϯϝϯτɺ৘ใίϯςϯπͳͲͷχʔζ͸ݱࡏΑΓ΋ߋʹ૿͑ɺं಺Ͱ޿ࠂΛྲྀ͢͜ͱͰແྉͰར༻Ͱ͖ΔλΫγʔ ΍ΧʔγΣΞαʔϏεͳͲ৽ͨͳ޿ࠂϚʔέοτ͕ग़ݱ͢ΔͰ͠ΐ͏ɻަ௨ࣄނ͕ݮΔͱ͍͏എܠ΋͋Γɺ੹೚ͷॴࡏ͕มԽ͢Δ͜ͱ͔ΒݸਓͰࣗಈंอݥʹՃೖ͢Δͱ͍͏χʔζ͸௿Լ͠ɺ͓ͦΒ͘͸׬શࣗಈӡసं ͷϝʔΧʔͱอݥձ͕ࣾձࣾؒͰࣗಈंอݥʹؔ͢Δܖ໿Λక݁͢Δͱ͍͏ܗࣜʹมԽ͢ΔͰ͠ΐ͏ɻݱঢ়ӡసٕೳʹؔΘΔ࢓ࣄΛ͍ͯͨ͠ਓͨͪͷ৬͸େ͖͘ݮΔՄೳੑ΋ߴ͍Ͱ͕͢ɺैདྷʮҠಈʯʹ෷ΘΕ͍ͯͨί ετʢ͓ۚ/࣌ؒ/खؒ/ϦεΫʣ͕େ͖͘௿ݮ͢Δ͜ͱʹΑͬͯɺਓྨશମͷܦࡁ׆ಈ͸τʔλϧͰେ͖͘৳ల͢Δ͜ͱʹͳΔͰ͠ΐ͏ɻ ׬શࣗಈӡస͸ੈͷதΛେ͖͘ม͑ɺਓྨͷจ໌Λେ͖͘લਐͤ͞Δͱ৴͍ͯ͡·͢ɻ ࣗಈंۀքͷதͱ֎ͰҎԼͷΑ͏ͳมԽ͕ى͖ΔͱΘΕΘΕ͸ߟ͍͑ͯ·͢ɻ ंͷઃܭͷมԽɿϋϯυϧ΍ΞΫηϧ/ϒϨʔΩͱ͍ͬͨंͷجຊతͳۦಈ૷ஔ͕ෆཁʹͳΔͨΊɺࣗ༝౓ͷߴ ͍ंۭࣨؒઃܭ͕ՄೳʹͳΓɺंͷܗ͸ΑΓډॅۭؒΛॏࢹ͢Δ΋ͷʹมΘΓ·͢ɻ ෺ྲྀɾҠಈͷมԽɿλΫγʔ΍όε͸׬શʹࣗಈԽ͞Ε҆ՁʹͳΓɺ෺ྲྀτϥοΫͳͲBtoBྖҬͰ΋ʮυϥΠό ʔʯ͸ෆཁʹͳΓ·͢ɻं͕࣋ͭʮҠಈ͢Δʯͱ͍͏Ձ஋͕ϩϘλΫγʔ΍ΧʔγΣΞϦϯάʹҠߦ͢ΔҰํͰ ʮҠಈ͢ΔϓϥΠϕʔτۭؒʯͱͯ͠ͷՁ஋͸ߴ·Γ·͢ɻ·ͨɺ໔ڐΛ࣋ͨͳ͍ɾ΋͘͠͸ӡసʹࣗ৴ͷͳ͍ ʮӡసऑऀʯͷํʑ΋ϚΠΧʔͷอ༗ಈػ͕ߴ·ΔͨΊɺۀքશମͷं྆੡଄/ൢച୆਺͸ݱࡏΑΓ΋૿Ճ͢Δ ͜ͱ͕ݟࠐ·Ε·͢ɻ ࣗಈंؔ࿈ۀքʹ͓͚ΔมԽ ׬શࣗಈӡసͷ࣮ݱʹΑͬͯʮҠಈͷίετʯ͕େ͖͘ݮগ͢Δ͜ͱ͚ͩͰͳ͘ʮҠಈதʹ׬શʹࣗ༝ͳ͕࣌ؒ खʹೖΔʯ͜ͱʹΑͬͯʮෆಈ࢈ͷՁ஋ʯ͕େ͖͘มԽ͢Δ͜ͱ͕ݟࠐ·Ε·͢ɻैདྷධՁ͞Ε͍ͯͨమಓ΍ό εͳͲެڞަ௨ػؔԊઢͷෆಈ࢈Ձ͕֨૬ରతʹԼ͕ΓɺͦΕ·Ͱ͸ධՁ͞Ε͍ͯͳ͔ͬͨ߫֎ΤϦΞͷෆಈ࢈ Ձ্͕͕֨Δɺͱ͍ͬͨݱ৅͕ൃੜ͠·͢ɻ Ҡಈͷίετ͕େ෯ʹԼ͕Δ͜ͱͰɺྫ͑͹গࢠߴྸԽ͕ਐΉ஍ํͰ΋γϣοϐϯάηϯλʔ౳ͷ঎ۀࢪઃ΁ͷ पลॅຽͷདྷళස౓্͕͕Γɺͦ͜Ͱফඅ͞ΕΔֹۚ΋૿Ճ͠·͢ɻ ࣗಈंؔ࿈ۀքҎ֎ʹ͓͚ΔมԽ มԽ͕ى͖Δ͜ͱͰʮਓྨશମͷܦࡁ׆ಈ͕େ͖͘৳ల͢Δʯ
14. ©︎ 2023 Turing Motors. ࣗಈӡసٕज़ͷओྲྀ͸Ͳͷ༷ͳ΋ͷͰɺͳͥͦΕͩͱLv5ʹ౸ୡ͠ͳ͍ͷ͔ʁ 14 ݱࡏͷࣗಈӡసٕज़ͷओྲྀ͸ɺʮηϯαʔ(LiDAR)ʯʮHDϚο プ ʯʮGPSʯΛΠϯ プ οτ৘ใͱ͠ɺं྆ͷ੍ޚʹ͍ͭͯ͸༷ʑͳঢ়گΛ૝ఆͯ͠ʮϧʔϧ ベ ʔεʯ で プ ϩ グ ϥϜΛ௥Ճ͢Δͱ͍͏Ξ プ ϩʔν で ͢ɻ͔͠͠ɺྫ͑͹ෳࡶͳඪࣝ΍ࢦࣔɾपғͷਓؒ΍ं྆ͱͷڠௐͳͲʮӡసதͷ༷ʑͳΠϨ ギ ϡϥʔέʔεʯΛશͯʮϧʔϧϕ ʔεʯͰఆٛ͢Δ͜ͱ͸ෆՄೳͰ͋Γɺ͜ͷ΍ΓํͰ͸Lv5ʹ͸౸ୡ͠ͳ͍ͱ͍͏ͷ が ౰ࣾͷ࣋ͭԾઆ で ͢ɻ ηϯαʔ×ϧʔϧϕʔεɿ༷ʑͳঢ়گΛ૝ఆͨ͠ϓϩάϥϜΛ௥Ճ͍ͯ͘͠Ξϓϩʔν ౰ࣾͷԾઆɿطଘͷٕज़ΞϓϩʔνʢηϯαʔʴϧʔϧϕʔεʣͰ͸ɺ શͯͷΠϨΪϡϥʔέʔεʹରԠͰ͖ͣɺ׬શࣗಈӡసʢLv5ʣ͸࣮ݱͰ͖ͳ͍ɻ ೔࢈ϓϩύΠϩοτͷ৔߹ ηϯαʔ(LiDAR) HDϚοϓ GPS ༷ʑͳΠϨΪϡϥʔέʔεʹॊೈʹରԠ͢Δͷ͸ෆՄೳ पғͷਓؒ΍ं྆ͱͷڠௐ ෳࡶͳඪࣝ΍ࢦࣔ
15. ©︎ 2023 Turing Motors. ަ௨؀ڥ͸ϩϯάςʔϧͰɺΞϧΰϦζϜͰରԠ͢Δʹ͸ݶք͕͋Δ 15 ӡసɾަ௨ͷࣄ৅ʹ͸େྔͷΤοδέʔεɾ֎Ε஋͕ଘࡏ͠·͢ɻࣄ৅͕ൃੜ͢Δස౓͸গͳ͍ҰํͰɺ͜ΕΒΛΞϧΰϦζϜͰղܾ͢Δͷ͸೉͍͠Ͱ͢ɻ͢΂ͯͷέʔ εʹରԠ͢Δʹ͸ݶք͕͋Γ·͢ɻෳࡶͳަ௨ඪࣝɺʓʓ͔΋͠Εͳ͍ӡసɺ֎෦ίϛϡχέʔγϣϯʹ͸ߴ౓ͳίϯςΩετཧղ͕ෆՄܽͰ͋ΓɺͦΕΒʹରԠ͠ͳ ͚Ε͹ͳΓ·ͤΜɻ Ҿ༻ݩɿLong-Tail Prediction Uncertainty Aware Trajectory Planning for Self-driving Vehicles
16. ©︎ 2023 Turing Motors. Lv5ʹର͢Δ౰ࣾͷࢥ૝ 16 ਓ্͕ؒखʹӡసͰ͖͍ͯΔͷ͸ηϯαʔ΍HDϚοϓͱ͍ͬͨʮྑ͍໨ʯΛ͍࣋ͬͯΔ͔ΒͰ͸ͳ͘ɺ໨Ͱݟͨ΋ͷΛਖ਼͘͠൑அ͢Δʮྑ͍಄ʯΛ͍࣋ͬͯΔ͔ΒͰ ͢ɻ౰ࣾ͸ɺਓؒͱಉ༷ͷΞϓϩʔνͰ׬શࣗಈӡసͷ࣮ݱΛ໨ࢦ͍ͯ͠·͢ɻͭ·ΓɺΠϯϓοτ৘ใ͸ं྆ʹऔΓ෇͚ͨΧϝϥ͔Βऔಘͨ͠ը૾ͷΈΛ࢖͍ɺͦͷ ը૾৘ใΛద੾ʹ൑அ͠ɺ࣮ࡍʹंΛ੍ޚ͢Δʮྑ͍಄ʯ=ʮߴ౓ͳࣗಈӡసAIʯΛ࡞Δɺͱ͍͏΍ΓํͰ͢ɻ ಄ ׬શࣗಈӡసΛ࣮ݱ͢ΔͨΊʹ͸ɺਓؒͱಉ౳Ҏ্ʹ͜ͷ ੈքΛཧղ͠ɺૉૣ͘ɺਖ਼֬ͳ൑அ͕Ͱ͖Δߴ౓ͳࣗಈӡ సAIʢྑ͍಄ʣΛੵΉ͜ͱ͕ඞཁ ໨ ਓؒͱಉఔ౓ʹपғͷ༷ࢠΛ؍ଌͰ͖ΔΧϝϥ ͕͋Ε͹Α͍ɻ ηϯαʔɺߴਫ਼౓3DϚοϓɺGPSʹΑΔ৘ใ͸ ʮ͋ͬͯ΋Α͍ʯ͕ٯʹ৑௕ʹ΋ͳΓಘΔ
17. ©︎ 2023 Turing Motors. Lv5ʹର͢Δ౰ࣾͷΞϓϩʔν 17 Neural NetworkͷதͰɺ্هϓϩηεΛAI͕ߦ͏ ैདྷͷࣗಈӡసγεςϜ end-to-endͷࣗಈӡసγεςϜ Camera ɾCNN ɾViT ɾ෺ମೝࣝ ɾDepthਪఆ ɾBird-Eye-Viewɺ ɹϘΫηϧͰͷೝࣝ ɾΦϯϥΠϯϚοϓ ɾަ௨ΤʔδΣϯτ
 ɹ(ंɺาߦऀͳͲ)ͷߦಈ༧ଌ ɾΦΫϧʔδϣϯ ɾকདྷͷϚοϓ༧ଌ ɾ࠷దͳܦ࿏ܭը ɾܦ࿏ʹ௥ै͢Δ੍ޚ ैདྷͷࣗಈӡసγεςϜ͸ϧʔϧϕʔεͷΞϓϩʔνΛ࠾༻͓ͯ͠Γɺਓ͕ؒಛ௃Λఆٛ͠ɺͦΕʹج͍ͮͯं͕྆؀ڥΛղऍɾԠ౴͠·͢ɻ͜Ε͸Ϟδϡʔϧ͝ͱʹ෼͔ΕͨγεςϜ Ͱɺྫ͑͹෺ମݕग़ɺंઢೝࣝɺো֐෺ճආͳͲɺͦΕͧΕͷػೳ͕ಠཱͯ͠ಇ͖·͢ɻ͜ͷΞϓϩʔνͷݶք͸ɺݸʑͷϞδϡʔϧ͕࣋ͭ৘ใྔ΍ೳྗʹґଘ͢Δ͜ͱͰɺෳࡶͳঢ় گ΍ະ஌ͷγφϦΦʹରԠ͢Δೳྗ͕ݶΒΕΔ఺Ͱ͢ɻ·ͨɺֶशσʔλʹͳ͍֎Ε஋ʹૺ۰͢ΔͱɺγεςϜ͸ͦͷঢ়گΛద੾ʹॲཧͰ͖ͳ͍Մೳੑ͕͋Γ·͢ɻҰํͰɺTuringͷ ʮend-to-endͷࣗಈӡసγεςϜʯ͸σΟʔϓϥʔχϯάʹج͍͓ͮͯΓɺAI͕ࣗΒಛ௃Λֶश͠ɺ೺Ѳ͠·͢ɻ͜ͷγεςϜ͸ɺं͕྆؀ڥΛೝࣝ͠ɺҙࢥܾఆΛߦ͍ɺૢ࡞Λ࣮ߦ͢ Δ·ͰͷϓϩηεΛҰͭͷ౷߹͞ΕͨχϡʔϥϧωοτϫʔΫͰॲཧ͠·͢ɻ͜ΕʹΑΓɺ৘ใͷྲྀΕ͕࿈ଓతͰ͋ΓɺγεςϜશମ͕ΑΓॊೈʹෳࡶͳঢ়گʹରԠͰ͖·͢ɻ ͜ͷΞϓϩʔνΛࡶʹྫ͑ΔͱɺਫΛӡͿͷʹখ͞ͳόέπͰਫΛॱ࣍ೖΕସ͑ͳ͕ΒӡͿ৔߹ͱɺେ͖ͳҰͭͷେ͖ͳλϯΫंͰҰ౓ʹӡͿΑ͏ͳΠϝʔδͷҧ͍Ͱ͢ɻόέπͷ৔ ߹ɺେ͖͞ͷݶք͕͋ΔͷͰҰ౓ʹӡͿਫͷྔʢ=৘ใʣʹݶք͕͋ΔͷͰ͕͢ɺେ͖ͳ༰ثͷ৔߹ʹ͸ͦͷ੍ݶ͕ͳ͘ͳΓɺେྔͷਫΛ࿙Εͳ͘ӡͿ͜ͱ͕Ͱ͖·͢ɻͭ·Γɺେ͖ͳ ౷߹͞ΕͨωοτϫʔΫΛ࢖༻͢Δ͜ͱͰɺΑΓଟ͘ͷ৘ใΛޮ཰తʹॲཧ͠ɺΑΓෳࡶͳλεΫΛ͜ͳ͢͜ͱ͕Ͱ͖ΔͷͰ͢ɻ Perception Prediction Planning Control Image Encoder Camera
18. ©︎ 2023 Turing Motors. ߴ౓ͳࣗಈӡసAIʢ=ྑ͍಄ʣ͕ελϯυΞϩʔϯͰಈ͘ੈք 18 େن໛ͳࣗಈӡసϞσϧ ෳࡶͳঢ়گ൑அΛ୲౰ ը૾΍ݴޠͳͲΛཧղ͢Δେن໛ج൫Ϟσϧ
 ʢ㲈େن໛ݴޠϞσϧʣͰ࣮૷ ׬શࣗಈӡసΛ࣮ݱ͢ΔͨΊʹ͸ʮߴ౓ͳࣗಈӡసAIʯʹૉૣ͍ं੍྆ޚͱෳࡶͳঢ়گͷཧղ΍ղऍΛཱ྆ͤ͞Δඞཁ͕͋Γ·͢ɻ౰ࣾ͸ɺ͜ͷ՝୊ʹରͯ͠ʮ૯߹త ͳೝ஌ɾҙࢥܾఆΛߦ͏େن໛ϞσϧͰ͋Γɺਓͷࣗવݴޠࢦࣔ΍എܠ஌ࣝʹج͖ͮ૯߹తͳ൑அΛߦ͍ं྆Λಈ͔͢ϞσϧʯΛ࡞͍ͬͯ·͢ɻ·ͨɺͦΕ͕Ϋϥ΢υ Ͱ௨৴͢ΔͷͰ͸ͳ͘ɺंࡌʹ͋ΔSoCʢSystem on a chipʣͰಈ͘ঢ়ଶΛͭ͘Δ΂͘ɺAI Acceralator΍SoCͷ಺੡։ൃʹணख͠·ͨ͠ɻ·ͩࠃ಺׬੒ंϝʔΧʔ͕ ϕοτ͍ͯ͠ͳ͍end-to-endͷΞϓϩʔνͰ׬શࣗಈӡసAI։ൃΛਪ͠ਐΊɺੈʹͳ͍׬શࣗಈӡసEVͱ͍͏ϓϩμΫτ։ൃͷͨΊͷνʔϜ࡞ΓΛਐΊΔ͜ͱ͕ΘΕΘ ΕͷίΞίϯϐλϯεΛڧΊΔཁૉʹͳΔͱ৴͍ͯ͡·͢ɻ ڧྗͳॲཧೳྗΛ࣋ͭSoC LLMɾTransformerͷॲཧʹಛԽͨ͠SoCΛ ಺੡ɾྔ࢈͠ɺେن໛ͳࣗಈӡసϞσϧAIͷ ܭࢉΛࢧ͑Δɻ
19. ©︎ 2023 Turing Motors. EVͷྔ࢈ೳྗΛ֫ಘ͍ͯͨ͘͠Ίͷํ਑ʮ1-100-1,000-10,000Ϟσϧʯ 19 ౰ࣾ͸ʮ1୆-100୆-1,000୆-10,000୆ʯͱ͍͏εέʔϧͰं྆ͷ੡଄/ൢചೳྗΛߴΊ͍ͯ͘ํ਑Λऔ͍ͬͯ·͢ɻʮ1୆ʯ͸վ଄ंɺʮ100୆ʯ͸খن໛޻৔Ͱͷηϧੜ ࢈ɺʮ1,000୆ʯ͸ϑΝϒϨεͰͷྔ࢈ɺʮ10,000୆ʯ͸ࣗࣾͰྔ࢈޻৔Λ֫ಘ͠ϥΠϯੜ࢈Λ͢Δ͜ͱͰ࣮ݱՄೳͳ਺ࣈͰ͢ɻࣗࣾྔ࢈޻৔ͷ֫ಘʹ͸େ͖ͳϋʔυϧ ͕͋Γ·͕͢ɺϑΝϒϨεྔ࢈Ͱ3ສ୆/೥ఔ౓·Ͱ͸ੜ࢈ՄೳͰ͋ΓɺԾʹྔ࢈޻৔औಘλΠϛϯά͕஗Εͨͱͯ͠΋ɺ࣋ଓతͳं྆੡଄/ൢച͕ߦ͑ΔΑ͏ͳࣄۀల։ Λߦ͍·͢ɻ 1୆ɿվ଄ं 2023೥ THE FIRST TURING CAR ୆ɿηϧੜ࢈ 2024೥ Turing Crossover Founders Edition 1,000୆ɿϑΝϒϨεྔ࢈ 2025ʙ2029೥ Turing Crossover 10,000୆ɿࣗࣾྔ࢈ 2030೥ʙ Turing MPV
20. ©︎ 2023 Turing Motors. ޙൃEVϝʔΧʔͱͯ͠ͷউͪے 20 ੒௕͕ূ໌͞Εͨࢢ৔ • Tesla͕૑ۀ͞Εͨ౰࣌ɺTesla͸EVࢢ৔ͷଘࡏΛূ໌͢Δඞཁ͕͋ͬͨ • Ұํݱࡏ͸ɺEVࢢ৔ͷ੒௕͸ࣗ໌(※)Ͱ͋Γɺޙൃ૊ͷ౰ࣾ͸ࢢ৔ͷূ໌ʹίετΛ෷͏ඞཁ͸ͳ͍
 ※ࢢ৔ʹ͍ͭͯ͸ޙड़ ࢈ۀͷਫฏ෼ۀԽ • Teslaͷ૑ۀ౰࣌ͱൺ΂ͯɺEV࢈ۀ͸ਫฏ෼ۀԽ͕ਐΈɺαϓϥΠϠʔͱద੾ʹ࿈ܞ͢Δ͜ͱͰޙൃͰ΋࠷୹ͰͷEV੡଄͕Մೳ • ʮं྆ͦͷ΋ͷΛఏڙ͢Δձࣾʯ΍ʮं྆੡଄Λडୗ͢Δձࣾʯ΋ෳ਺ଘࡏ͠ɺྔ࢈·ͰͷϓϩηεΛγϣʔτΧοτ͢Δ͜ͱ͕Մೳ ೔ຊͱ͍͏ʮ஍ͷརʯ • ݱ࣌఺Ͱ೔ຊͷEVԽ཰͸ੈքʹൺ΂ͯେ͖͘஗Ε͍ͯΔ͕ɺ͜Ε͔Βେ্͖͘ঢ͢ΔݟࠐΈɻࢢ৔֦େͷλΠϛϯάͰʮ৽نࠃ࢈EVϝʔ Χʔʯͱ໊ͯ͠৐ΓΛ্͛Δ͜ͱͰɺࢢ৔ͷ֦େʹ൐͏ԸܙΛԸܙΛड͚΍͘͢ͳΔ • ΞϝϦΧ΍தࠃͰ͸ଟ͘ͷEVɾࣗಈӡసελʔτΞοϓ͕஀ੜ͍ͯ͠ΔҰํɺ೔ຊʹ͓͍ͯΘΕΘΕͱಉ͡ϙδγϣχϯάͷελʔτΞο ϓ͸ଘࡏ͠ͳ͍ͱݴͬͯ΋աݴͰ͸ͳ͍ɻ೔ຊࠃ಺ʹ͸ଟ͘ͷ༏लͳࣗಈंΤϯδχΞ͕͓Γɺٕज़ऀͷ࠾༻ͱ͍͏؍఺Ͱʮ஍ͷརʯ͕͋ ΔͨΊɺ࠾༻ɾ૊৫࡞Γʹ͓͚Δ໌֬ͳΞυόϯςʔδͱͳΔ • Tesla͕૑ۀ͞Ε͔ͯΒ20೥ɻ౰ࣾ͸EVϝʔΧʔͱͯ͠͸ޙൃ૊ʹ͋ͨΓ·͢ɻΤϯδϯंͱൺ΂ͯEVͷ෦඼఺਺͕൒ݮ͠ɺ৽نࢀೖ͕͠΍͘͢ͳͬͨͱ͸͍͑ɺ৽͠ ͘EVϝʔΧʔΛ্ཱͪ͛ɺྔ࢈ϑΣʔζ·Ͱ౸ୡ͢Δͷ͸༰қͰ͸͋Γ·ͤΜɻҰํͰɺ౰ࣾ͸ҎԼ3ͭͷ؍఺͔Βʮࠓ͜ͷॠؒͷ೔ຊʯ͸৽͘͠EVϝʔΧʔΛ্ཱͪ ͛Δʹ͸ϕετͳλΠϛϯάͩͱߟ͍͑ͯ·͢ɻ
21. ©︎ 2023 Turing Motors. ʮ1୆㱺100୆㱺1,000୆㱺10,000୆ʯͷઓུʹैͬͯҎԼͷ੡඼Λॱ࣍౤ೖ༧ఆ 21 2030೥·Ͱͷ੡඼͸جຊతʹ೔ຊࠃ಺ͰͷൢചΛ૝ఆ͍ͯ͠·͢ɻࣗࣾͰ10,000୆Ҏ্ͷ҆ఆͨ͠ྔ࢈ೳྗΛ֫ಘ͢Δ·Ͱͷؒ͸ɺϓϨϛΞηάϝϯτΛத৺ͱͨ͠੡ ඼ల։Λߦ͍·͢ɻͦͷͨΊࠃ಺֎ͷ։ൃاۀɾ૊৫ͱͷަবΛ෯޿࣮͘ࢪɻ2023೥࣮੷ͱͯ͠ྦྷܭ20ճ΄Ͳͷւ֎ग़ு͕͋Γɺάϩʔόϧʹ׆༂͢Δػձ͕͋Γ· ͢ɻ THE FIRST TURING CAR Turing Crossover Founders Editions Turing Crossover Turing MPV ൢച೥ 2023೥ 2024೥ 2026೥ʙ 2030೥ʙ Ձ֨ଳ 2,000ສԁ 1,500ສԁ 650ສԁʙ800ສԁ 600-800ສԁ ૝ఆΧελϚʔ w Πϊϕʔλʔ͔ͭ5VSJOHͷίΞϑΝϯ૚ w Πϊϕʔλʔ͔ͭ5VSJOHͷίΞϑΝϯ૚ w ʮ೔࢈ΞϦΞʯಉ༷ͷސ٬૚Λ૝ఆ w ΞϧϑΝʔυ౳ߴڃϛχόϯͱಉ༷ͷސ٬૚Λ ૝ఆ ૝ఆ೥ؒൢച୆਺ ୆ʢൢചࡁΈʣ ୆ ʙ ୆  ୆ʙ ಛ௃ w Ϩϕϧ૬౰ͷࣗಈӡసػೳΛ౥ࡌ
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22. ©︎ 2023 Turing Motors. 2030೥·Ͱ։ൃϩʔυϚοϓ 22 2023 2024 2025 2026 2027 2028 2029 2030 ࣗಈӡసAI։ൃ ं྆։ൃ େن໛GPUΫϥελͷઃஔ ೔ຊͷಓ࿏Λֶश͢ΔͨΊσʔλج൫ͷߏங Lv2ػೳͷਐԽɿ৴߸ػೝࣝɾӈࠨંɾো֐෺ճආ ֶशύΠϓϥΠϯͷ੔උͱ౷߹తͳӡ༻ ࣗಈӡసγϛϡϨʔλʔͷ੔උ Turing Crossover༻ंࡌܭࢉػɾOSɾࣗಈӡసγεςϜͷ։ൃ ϚϧνΧϝϥʹΑΔEnd-to-EndͳυϥΠόʔϞσϧ ࣗવݴޠΛؚΉେن໛ϚϧνϞʔμϧϞσϧͷֶश ੈքϞσϧʹΑΔڧԽֶश Ϟσϧͷѹॖɺߴ଎Խɺ҆ఆԽ Starship༻ंࡌܭࢉػɾOSɾࣗಈӡసγεςϜͷ։ൃ Turing Crossover100୆੡଄ Turing Crossoverઃܭ/σβΠϯ ྔ࢈ܕTuring Crossover։ൃ Turing MPVࢼ࡞ं։ൃ ྔ࢈ܕTuring Crossover੡଄ ࣗࣾྔ࢈޻৔ͷ֫ಘ ྔ࢈޻һͷ֬อ/τϨʔχϯά ࣗࣾྔ࢈޻৔ͷ੔උ/ۚܕͷ༻ҙ Turing MPVͷྔ࢈ ৽ं྆ͷاը ಺૷౳ͷαϓϥΠϠωοτϫʔΫͷߏங ౰ࣾ͸ɺ2024೥ʙ2025೥ʹ100୆ͷηϧੜ࢈EVͷ੡଄ɾൢചɺ2026೥ʙ2030೥ͷʙ4,000୆ͷϑΝϒϨεྔ࢈EVͷ੡଄ɾൢചɺ2030೥Ҏ߱ʹ͸ࣗࣾ޻৔Ͱྔ࢈ͨ͠ 10,000୆Ҏ্ͷEVͷൢചͱʮ׬શࣗಈӡసͷ࣮ݱʯΛ໨ඪͱ͓ͯ͠ΓɺͦͷͨΊʹҎԼͷ༷ͳϩʔυϚοϓͰ։ൃΛਐΊ͍ͯ͘༧ఆͰ͢ɻ
23. ©︎ 2023 Turing Motors. ݚڀ੒Ռɾ࿦จൃද 23 1.Yuichi Inoue, Yuki Yada, Kotaro Tanahashi, Yu Yamaguchi, NuScenes-MQA: Integrated Evaluation of Captions and QA for Autonomous Driving Datasets Using Markup Annotations, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, pp. 930-938, 2024. 2.Kotaro Tanahashi, Yuichi Inoue, Yu Yamaguchi, Hidetatsu Yaginuma, Daiki Shiotsuka, Hiroyuki Shimatani, Kohei Iwamasa, Yushiaki Inoue, Takafumi Yamaguchi, Koki Igari, Tsukasa Horinouchi, Kento Tokuhiro, Yugo Tokuchi, Shunsuke Aoki, Evaluation of Large Language Models for Decision Making in Autonomous Driving, Symposium on Machine Learning for Autonomous Driving collocated with NeurIPS, 2023. 3.Daiki Shiotsuka, Yuto Nakamura, Kohei Iwamasa, Yu Yamaguchi, Shunsuke Aoki, Camera-based Context-aware Traf fi c Light Detection for Self-Driving Vehicles, Symposium on Machine Learning for Autonomous Driving collocated with NeurIPS, 2023. 4.Shunsuke Aoki, Issei Yamamoto, Daiki Shiotsuka, Yuichi Inoue, Kento Tokuhiro, Keita Miwa, SuperDriverAI: Towards Design and Implementation for End-To-End Learning-Based Autonomous Driving, IEEE Vehicular Networking Conference (IEEE VNC), pp. 195-198, 2023. ΄͔ಛڐ2݅ɾҙঊ2݅ग़ئத ओͳֶज़࿦จɾࠃࡍձٞ࿦จ
24. ©︎ 2023 Turing Motors. 24 1. ԿΛ໨ࢦ͢ձ͔ࣾʁ 2. Ͳ͏΍ͬͯ׬શࣗಈӡసΛ࣮ݱ͢Δͷ͔ʁ 3. ࢢ৔ʹ͍ͭͯ 4. Χϧνϟʔʹ͍ͭͯ 5. νʔϜʹ͍ͭͯ 6. ืूɾ࠾༻ϓϩηεʹ͍ͭͯ 7. Appendix
25. ©︎ 2023 Turing Motors. άϩʔόϧͰ৳ͼଓ͚͍ͯΔEVԽ཰ 25 ৽ंൢചʹ͓͚ΔEV ʢBEV / PHEVʣ ͷ઎ΊΔׂ߹͸೥ʑ৳ͼଓ͚͓ͯΓɺ2022೥ʹ͸άϩʔόϧͰͷ৽ंൢചͷ͏ͪ13%ΛEV͕઎ΊΔ·Ͱୡ͠·ͨ͠ɻ·ͨɺϘετϯ ίϯαϧςΟϯάάϧʔϓͷ෼ੳʹΑΔͱɺ͜ͷൺ཰͸2030೥ʹ͸44%ɺ2035೥ʹ͸62%·Ͱ৳ͼΔͱ༧ଌ͞Ε͓ͯΓ ʮEVԽʯ ͷ܏޲͸ෆՄٯͳ΋ͷͱͳ͍ͬͯ·͢ɻ 0% 25% 50% 75% 100% 2019೥ ࣮੷ 2022೥ ࣮੷ 2025೥ 2030೥ 2035೥ άϩʔόϧͰ৳ͼଓ͚͍ͯΔEVԽ཰ 2.5% (227ສ୆) 13% (1,052ສ୆) 25% 44% 62% ग़యɿ 2019೥ٴͼ2022೥ͷ࣮੷஋͸ɺEV VOLUMESʢhttps://www.ev-volumes.com/ ʣɻ 2025೥ɺ2030೥ٴͼ2035೥ͷ༧ଌ஋͸ɺϘετϯίϯαϧςΟϯάάϧʔϓ
26. ©︎ 2023 Turing Motors. Ұํɺݱঢ়ͷ೔ຊͷEVԽ཰͸໿2%ʹཹ·Δ 26 άϩʔόϧͰͷEVԽ཰ͷ৳௕ʹ΋ؔΘΒͣɺ೔ຊͷEVԽ཰͸ະͩʹඇৗʹ௿͍ ʢ2022೥Ͱ໿2%ʣ ··Ͱ͢ɻ͜Ε͸ࠃ࢈ϝʔΧʔ͕ੵۃతʹEVΛࢢ৔౤ೖ͍ͯ͠ͳ͍ͱ͍͏ ͜ͱʹ΋ىҼ͍ͯ͠·͕͢ɺάϩʔόϧ܏޲Λ౿·͑Δͱɺࠓޙͷ೔ຊࠃ಺ͷEVࢢ৔ʹ͸େ͖ͳϙςϯγϟϧ͕͋Δͱߟ͑·͢ɻ 0% 20% 40% 60% 80% 2013 ࠃผEVԽ཰ͷਪҠ 2019 2022 ݱঢ়ͷ೔ຊͷEVԽ཰͸໿2ˋ ʢʹେ͖ͳϙςϯγϟϧʣ ʢ#&7ٴͼ1)&7ͷ߹ܭʣ ϊϧ΢Σʔ
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    ೔ɹຊ ग़యɿEV VOLUMES ʢhttps://www.ev-volumes.com/ ʣ
27. ©︎ 2023 Turing Motors. ʮྔ࢈ʯ·ͰͨͲΓண͚ͨ৽ڵEVϝʔΧʔ͸ࢢ৔͔Β΋ߴ͘ධՁ͞Ε͍ͯΔ 27 άϩʔόϧͰͷEVࢢ৔ͷ৳ͼʹ൐͍ɺதࠃ΍ถࠃͰ͸ैདྷͷࣗಈंձࣾͰ͸ͳ͍৽ڵEVϝʔΧʔ͕ଟ਺ग़ݱ͠ɺͦͷதͰ΋ಛग़͢΂͖੒ޭΛऩΊͭͭ͋Δձ͕ࣾෳ਺ݱΕ ͍ͯ·͢ɻͦΕΒ৽ڵEVϝʔΧʔ͸কདྷͷ੒௕ظ଴͔Βࢢ৔͔Β΋ߴ͘ධՁ͞ΕΔ܏޲͕͋Γ·͢ɻ ্৔೥ ೥ؒൢച୆਺ ച্ߴ ࣌Ձ૯ֹ 2010೥ 130ສ୆ 11ஹԁ 110ஹԁ 2002೥ 92ສ୆ 6.5ஹԁ 14ஹԁ 2018೥ 12ສ୆ 1.0ஹԁ 2.2ஹԁ 2020೥ 12ສ୆ 0.56ஹԁ 1.6ஹԁ 2021೥ 2ສ୆ 0.2ஹԁ 2.1ஹԁ ʮྔ࢈ʯ·ͰḷΓண͚ͨ৽ڵEVϝʔΧʔ͸ࢢ৔͔Β΋ߴ͘ධՁ͞Ε͍ͯΔ
28. ©︎ 2023 Turing Motors. 2030೥࣌఺ͷ૝ఆࢢ৔ن໛ 28 EVࢢ৔͚ͩͰ΋TAM300ஹԁɺSAM120ஹԁɺSOM4.5ஹԁͷڊେͳϚʔέοτ͕ଘࡏ͍ͯ͠·͢ɻ͜ͷڊେϚʔέοτ͕׬શࣗಈӡసͷ࣮ݱʹΑΓɺ͞Βʹେ͖͘޿͕ ΔՄೳੑ΋ൿΊ͍ͯ·͢ɻ ໿ 4.5ஹԁ SAM ʢ4FSWJDFBCMF
    "EESFTTBCMF
    .BSLFUʣ ໿ 120ஹԁ ໿ 300ஹԁ ໿ 500ஹԁ SOM ʢ4FSWJDFBCMF
    
    0CUBJOBCMF
    .BSLFUʣ TAM ʢ5PUBM
    "EESFTTBCMF
    .BSLFUʣ PAM ʢ1PUFOUJBM
    "EESFTTBCMF
    .BSLFUʣ ׬શࣗಈӡసͷ࣮ݱʹΑΔະ։ࢢ৔
    ˞ ੈքͰͷ৽ंൢച୆਺ԯ୆ºສԁ ৽ंൢച୆਺ͷ͏ͪ&7Խ཰Λͱ૝ఆ ೔ຊࠃ಺ͷ৽ंൢച୆਺ͷ͏ͪ&7Խ཰ΛͰࢼࢉ ※ӡస໔ڐະอ༗ं΁ͷं྆ൢച͕ग़དྷΔͱ͠ɺं྆ൢചՄೳ਺͕1.7ഒఔ౓ʹͳΔͱԾఆ
29. ©︎ 2023 Turing Motors. ૝ఆࢢ৔͕ͳͥ500ஹԁ΁ͱ֦େ͢Δͷ͔ 29 ׬શࣗಈӡసͷ࣮ݱʹΑΓʮ޿େͳະ։ͷࢢ৔ʯ͕ग़ݱ ݱࡏɺʮ׬શࣗಈӡసʯ͸·ͩ୭ʹ΋࣮ݱ͞Ε͍ͯ·ͤΜɻ΋͠ɺTuring͕ʮ׬શࣗಈӡసʯΛ࣮ݱͰ͖ͨ৔߹ɺEVϝʔΧʔͱͯ͠ͷച্ʹՃ͑ͯɺӡసʹۤखҙ͕ࣝ ͋Δɺ΋͘͠͸໔ڐΛ͍࣋ͬͯͳ͍ʮӡసऑऀʯ૚΁ͷࣗಈंൢചɺBtoBͰͷं྆ఏڙɺଞࣗಈंϝʔΧʔ΁ͷࣗಈӡసٕज़ͷϥΠηϯεఏڙ etc…ͱ͍ͬͨେ͖ͳΞο ϓαΠυΛݟࠐΉ͜ͱ͕Ͱ͖·͢ɻྫ͑͹೔ຊࠃ಺ʹݶఆͯ͠΋ʮӡసऑऀʯͷׂ߹͸43%ʹ΋ͷ΅Γɺ͜ͷ૚ʹं྆ൢചͷՄೳੑ͕޿͕Δ͚ͩͰ΋ඇৗʹେ͖ͳ৳ͼ ͕ظ଴Ͱ͖·͢ɻ·ͨશੈքͷӡస໔ڐอ༗ऀ਺͸໿20ԯਓɻҰํ20ࡀʙ69ࡀͷਓޱ͸໿55ԯਓ͓Γɺӡస໔ڐΛ࣋ͨͳ͍શͯͷ૚͕ର৅ʹͳΓಘΔͱߟ͑Δͱɺ͍͔ ʹ৽͘͠ݱΕΔࢢ৔͕޿େ͔͕Θ͔Γ·͢ɻ ӡస໔ڐదྸਓޱ 1ԯ959ສ7000ਓ ໔ڐΛॴ༗͓ͯ͠Γӡసʹ఍߅ͳ͠    ໔ڐະॴ༗ ໔ڐॴ༗͍ͯ͠Δ͕
    ϖʔύʔυϥΠόʔ 43% ӡసऑऀൺ཰ ೔ຊͷӡస໔ڐదྸਓޱʹ઎ΊΔӡసऑऀͷׂ߹(※) (※)಺ֳ෎ʮྩ࿨2೥ަ௨҆શനॻʯͱࡾҪॅ༑ւ্ՐࡂอݥגࣜձࣾʮϖʔύʔυϥΠόʔʹ ؔ͢Δ࣮ଶௐࠪʯͷσʔλΛݩʹTuring͕ࢼࢉ͠ɺάϥϑΛ࡞੒
30. ©︎ 2023 Turing Motors. ࣗಈӡసͷࢢ৔ 30 ϋΠϒϦουं Χϝϥ + end to end ͷࣗಈӡసAI ηϯαʔ(LiDAR) HDϚο プ GPS + ϧʔϧϕʔεͷγεςϜ ..etc ࣗಈӡసͷྖҬ͸େ͖͘ೋͭͷϓϨΠϠʔʹ෼͔Ε·͢ɻҰͭ͸ʮηϯαʔ(LiDAR)ʯʮHDϚοϓʯʮGPSʯΛ࣠ͱͨ͠γεςϜΛߏங͢ΔϓϨΠϠʔɺ΋͏Ұͭ͸Χ ϝϥΛओମͱͨ͠ΤϯυπʔΤϯυͷࣗಈӡసγεςϜΛ։ൃ͢ΔϓϨΠϠʔͰ͢ɻΘΕΘΕ͸Teslaͱಉ͘͡ΧϝϥϕʔεͷࣗಈӡసγεςϜΛ࡞͍͖ͬͯ·͢ɻ ˞ॎ࣠͸಺೩ػؔɺԣ࣠͸ࣗಈӡసʹର͢ΔΞϓϩʔνΛ͍ࣔͯ͠·͢ɻ EV(ిؾࣗಈंʣ
31. ©︎ 2023 Turing Motors. ถɾதɾԤͷࣗಈӡస࣮ݱʹ޲͚ͨਐḿ 31 ࢹ఺Λࠃ֎ʹ޲͚ͯݟΔͱɺ׬શࣗಈӡసΛ໨ࢦ͍ͯ͠Δͷ͸TeslaͷΈͰ͢ɻPony.aiɺWaymo͸ϩϘλΫγʔத৺ͰϨϕϧ4ͷࣗಈӡసʹཹ·͍ͬͯ·͢ɻTesla͸ࣗಈ ӡసͷྖҬʹରͯ͠਺ઍԯԁҎ্ͷ։ൃ༧ࢉΛ౤͓ͯ͡Γɺ։ൃϝϯόʔ΋1000ਓҎ্͍·͢ɻ தࠃʹ͓͍ͯ͸ Baidu Apollo ͕Ϩϕϧ2+΍Ϩϕϧ4ͷࣗಈӡసઓུΛਐΊ͓ͯΓɺ׬શࣗಈӡసΛ໨ࢦ͢ϓϨΠϠʔ͕͍·͢ɻதࠃશମͱͯࣗ͠ಈӡస෼໺ʹੵۃతʹٕ ज़౤ࢿΛ͢Δ෩౔͕͋ΓɺதࠃͷϝʔΧʔ֤͕ࣾࣗಈӡసಛ۠Λ׆༻͠ͳ͕Β΋ͷ͍͢͝଎͞Ͱ։ൃΛਐΊ͍ͯ·͢ɻࣗಈӡసͷγεςϜ։ൃͷڝ૪͸͔ͳΓա೤͓ͯ͠ ΓɺࢢൢंϨϕϧͰࣗಈӡసͷਫ४ͷߴ͞ΛΞϐʔϧ͍ͯ͠·͢ɻ·ͨɺԤถͰ͸ΠΪϦεͷWayve͕end to endͷࣗಈӡసAI։ൃʹ޲͚ͯಈ͍͓ͯΓɺ͢Ͱʹ300ԯԁ ۙ͘ͷࢿۚௐୡΛ࣮ࢪ͍ͯ͠·͢ɻ͜͏͍ͬͨঢ়گ͔ΒؑΈͯɺ͓ͦΒ͘ɺ2028೥લޙʹ׬શࣗಈӡసAIΛ࣮ݱ͢ΔϓϨΠϠʔ͸ੈք͔Βग़ͯ͘Δͱࢲͨͪ͸ߟ͍͑ͯ ·͢ɻ ถதԤͰ͸ࣗಈӡసͷྖҬʹେ͖ͳࢿຊɾਓ͕౤ೖ͞Ε͍ͯ·͢ɻ͜ͷྖҬͰ΋͠΋൴Β͕೼ݖΛѲΔ͜ͱʹͳͬͨ࣌ɺ೔ຊͷࣗಈं࢈ۀͷະདྷ͸ྑ͍γφϦΦ΁ͱਐ ·ͳ͍Մೳੑ͕ߴ͍Ͱ͠ΐ͏ɻ
32. ©︎ 2023 Turing Motors. ೔ຊͷࣗಈं࢈ۀʹର͢Δ࢖໋ 32 ೔ຊͷ࢈ۀن໛͸Էച126ஹԁɺిؾػث85ஹԁɺ૯߹঎ࣾ66ஹԁɺۚ༥64.4ஹԁɺࣗಈं 63.9ஹԁɺখച63.1ஹԁɺITۀք13ஹԁͱͳ͍ͬͯ·͢ɻ೔ຊͷࣗಈं࢈ۀ͸ɺച্ن໛໿60 ஹԁɺ550ສਓ͕ۈ຿͢Δڊେ࢈ۀͰ͢ʢ※1ʣɻ·ͨɺւ֎ചΓ্͛ൺ཰͸7~8ׂʢ※2ʣͱͳ ͓ͬͯΓɺੈքʹউͯΔڝ૪ྗΛ࣋ͪɺւ֎ͰͦͷଘࡏײΛൃش͍ͯ͠Δ࢈ۀͰ͋Δͱݴ͑· ͢ɻ͔͠͠AIɾEVԽͷ೾ʹ৐Γ੾Ε͓ͯΒͣɺ͜ͷ··ͩͱऔΓ࢒͞Εͯ͠·͏ͱ͍͏ڧ͍ة ػײ͕͋Γ·͢ɻ EVࢢ৔ʹ͓͍ͯɺ2023೥1݄~6݄ͷൢച୆਺ͷTOP20ʹϥϯΫΠϯ͢Δͷ͸TOYOTAͷ17Ґɺ ൢച୆਺͸70,337୆Ͱ͢ʢ※3ʣࣗಈंഉग़Ψεن੍ʹΑΓɺEVԽͷྲྀΕ͸ͲΜͲΜਐΜͰ͍͘ Ͱ͠ΐ͏ɻԾʹEVྖҬͰ೔ຊ͕ෛ͚ͯ͠·͏͜ͱ͕͋Ε͹ɺࠓޙͷ೔ຊͷࣗಈं࢈ۀ͸ࠓͷཱ ͪҐஔΛҡ࣋͢Δͷ͸೉͍͔͠΋͠Ε·ͤΜɻ·ͨɺࣗಈӡస΍ंͷιϑτ΢ΣΞԽͱ͍ͬͨ จ຺ʹ͓͍ͯɺTesla΍தࠃEVʹউͭϓϨΠϠʔ͸ੜ·Ε͍ͯͳ͍ঢ়ଶͰ͢ɻ ະདྷͷ͜ͱ͸୭ʹ΋Θ͔Γ·ͤΜɻΘΕΘΕͷߟ͑͸ᐜ༕͔΋͠Εͳ͍͠ɺࣗಈӡసɾEVࢢ৔ ʹ͓͚Δউഊ͸·͍͍ͩͭͯͳ͍ͱݴ͑·͢ɻͨͩҰ͔ͭ֬ͳͷ͸ɺ೔ຊ͔Β͜ͷྖҬͰେ͖ ͳ௅ઓΛ͢ΔϓϨΠϠʔ͸·͍ͩͳ͍ͱ͍͏͜ͱͰ͢ɻΘΕΘΕ͸͜ͷ20~30೥ؒͰ೔ຊͷࣗ ಈं࢈ۀ͕ੈքͰউͪɺ೼ݖΛѲΔͱ͍͏γʔϯΛ࡞ͬͯߦ͖͍ͨͱߟ͍͑ͯ·͢ɻ ※1ɿग़యݩɿ೔ຊࣗಈं޻ۀձϨϙʔτ https://www.jama.or.jp/statistics/facts/industry/ ※2ɿग़యݩɿ౦༸ܦࡁONLINE https://toyokeizai.net/articles/-/340604?page=2 ※3ɿग़యݩɿWorld EV Sales Now 19% Of World Auto Sales! by José Pontes on ʰClean TechnicaʱΑΓҾ༻ https://blog.evsmart.net/ev-news/ ev-sales-global-19percent/
33. ©︎ 2023 Turing Motors. 33 1. ԿΛ໨ࢦ͢ձ͔ࣾʁ 2. Ͳ͏΍ͬͯ׬શࣗಈӡసΛ࣮ݱ͢Δͷ͔ʁ 3. ࢢ৔ʹ͍ͭͯ 4. Χϧνϟʔʹ͍ͭͯ 5. νʔϜʹ͍ͭͯ 6. ืूɾ࠾༻ϓϩηεʹ͍ͭͯ 7. Appendix
34. ©︎ 2023 Turing Motors. ࢲ͕ͨͪʮTuringΛ૑ΔʯͨΊʹ࠷΋େ੾ʹ͍ͯ͠ΔՁ஋؍ 34 ࣾһ਺͕20໊Λ௒͑ͨλΠϛϯάͰɺࣾһશһͰू·Γɺ࣍ͷTuringʹͱͬͯඞཁͳ΋ͷΛ࿩͠߹͍όϦϡʔΛઃఆ͠·ͨ͠ɻଟ͘ͷҙݟ͕͋ͬͨதͰ΋ɺશһͷҙݟ ͸ෆࢥٞͱ͜ͷ4ͭͷݴ༿ʹऩଋ͍͖ͯ͠·ͨ͠ɻ ҆શୈҰ ఻͑Δ౒ྗͱཧղ͢Δ౒ྗ Turing͸͞·͟·ͳόοΫάϥ΢ϯυͷਓ͕ڞʹಇ͘৔ॴͰ͢ɻηΫγ ϣφϦζϜΛ௒͑ͯྑ͍੡඼Λͭ͘ΔͨΊʹ΋ɺݴ༿ݣ͍ɾઐ໳༻ޠͷ ࢖༻ʹ஫ҙ͠ɺ໌շͳίϛϡχέʔγϣϯΛ໨ࢦ͠·͠ΐ͏ɻ ͍͍΍ͭʹͳΖ͏ Turing͸໌Δ͍͜ͱɾݩؾͳ͜ͱɾ΍͍͜͞͠ͱΛେ੾ ʹ͢Δ૊৫Ͱ͢ɻεΩϧɾܦݧ͕͋ͬͯ΋पғʹѱ͍Ө ڹΛ༩͑Δਓ͸ܾͯ͠࠾༻͠·ͤΜ͠ɺධՁ͠·ͤΜɻ Turing͸ैۀһͷ҆શͱ݈߁Λେ੾ʹ͠·͢ɻ҆શʹؔ͢Δϧʔ ϧΛकΔ͚ͩͰͳ͘ɺࣄނɾࡂ֐Λ๷ࢭ͢ΔͨΊʹ೔ʑͷةݥ ༧஌׆ಈΛߦ͍·͠ΐ͏ɻ௕͍࣌ؒΛ͔͚ͯ௅ઓ͢Δ૊৫Ͱ͢ɻ ݈߁໘ʹ΋࠷େͷέΞΛ͍ͯͩ͘͠͞ɻ Turing͸େ͖ͳ௅ઓΛ͠ɺࣾձʹΠϯύΫτΛ༩͑ΔͨΊͷ ձࣾͰ͢ɻେ͖ͳ௅ઓΛ͢ΔͨΊʹTuringʹ͍Δ͜ͱΛ๨Ε ͣʹɺʮNo͡Όͳ͚Ε͹Goʯͷਫ਼ਆΛେ੾ʹ͠·͠ΐ͏ɻ
35. ©︎ 2023 Turing Motors. ʮTuringΛ૑ΔʯͨΊʹ࠷΋େ੾ʹ͍ͯ͠ΔՁ஋؍ᶃ 35 ʮ׬શࣗಈӡసͷ࣮ݱʯ΍ʮྩ࿨ॳͷ׬੒ंϝʔΧʔ্ཱͪ͛ʯͱ͍͏୭΋ ౴͑Λ͍࣋ͬͯͳ͍໨ඪΛୡ੒͢Δʹ͸ɺ৽͍͜͠ͱʹͲΜͲΜ௅ઓ͍ͯ͠ ͔ͳ͍ͱ͍͚·ͤΜɻͦͷελϯεΛ๨Εͣɺ௅ઓΛυϥΠϒ͢Δ࢟੎Ͱ͍ ΔͨΊʹʮGO GOʯͱ͍͏ݴ༿ʹ͠·ͨ͠ɻઌखΛͱΓଓ͚Δ͜ͱͷେ੾ ͞ͱ͍͏ΑΓ͸ɺ׬શࣗಈӡసɾྩ࿨ൃͷ׬੒ंϝʔΧʔͮ͘Γͱ͍͏લྫ ͕΄ͱΜͲͳཱྀ͍Λྗڧ͘ޙԡ͢͠Δҙຯ߹͍ΛࠐΊ͍ͯ·͢ɻ ࣮ࡍʹStable DiffusionʢText to Imageͷੜ੒AIϞσϧʣΛ࢖ͬͨं྆ίϯη ϓτ։ൃɺLLMΛ༻͍ͨࣗಈӡసγεςϜͷPoC௅ઓͳͲɺࣾձͰ·ͩࣄྫ ͕ͳ͍΋ͷ΋GO GOͷελϯεͰ࣮ߦ͠·ͨ͠ɻͦͷ݁Ռɺ৽͍͜͠ͱʹ ௅ઓͨ͜͠ͱͰٕज़తͳ՝୊΍஌ݟͳͲΛಘΒΕɺϝσΟΞʹ΋େ͖͘औΓ ্͛ΒΕ·ͨ͠ɻ ಛʹɺLLMΛ༻͍ͨं੍྆ޚ΍ϚϧνϞʔμϧֶशϥΠϒϥϦʮHeronʯͷ ։ൃͳͲɺը૾ͱݴޠ৘ใΛབྷΊͨࣗಈӡసAI։ൃͷํ޲ੑ͸ɺίϯϐϡʔ λʔϏδϣϯ෼໺ͷτοϓΧϯϑΝϨϯεʮCVPRʯʹ͓͚Δࠓ೥ͷBest of Paperʹબ͹ΕΔͳͲɺΘΕΘΕͷ৴͡Δํ޲ੑ͕ؒҧ͍ͬͯͳ͍ͱ͍͏ϑ ΝΫτ͕ੜ·Ε͍ͯ·͢ɻ
36. ©︎ 2023 Turing Motors. ʮTuringΛ૑ΔʯͨΊʹ࠷΋େ੾ʹ͍ͯ͠ΔՁ஋؍ᶄ 36 Turing͸AIɾιϑτ΢ΣΞɾϋʔυ΢ΣΞͱҟͳΔόοΫάϥ΢ϯυΛ࣋ ͭਓࡐ͕ू·ͬͨձࣾͰ͢ɻࣗ਎ͷόοΫάϥ΢ϯυ͸૬खʹͱͬͯ౔஍צ ͷͳ͍΋ͷͰ͋Δ͜ͱ͕΄ͱΜͲɻ͔ͩΒͦ͜ɺ૬खʹ఻͑Δ౒ྗͱ૬खͷ ͜ͱΛཧղ͢Δ౒ྗ͕େ੾Ͱ͢ɻҟͳΔٕज़Λӽڥͯ͠ΠϊϕʔγϣϯΛى ͜͢ʹ͸ͦ͏͍ͬͨελϯε͕େࣄͩΑͶͱ͍͏࿩ʹͳΓɺ͜ͷValue͕ੜ ·Ε·ͨ͠ɻ ྫ͑͹ɺTuringͰ͸ུޠ΍ಠಛͳΧλΧφޠɾݴ͍ճ͠Λ΍ΊΑ͏ͱ͍͏෩ ౔͕͋Γ·͢ɻҙຯ΍എܠΛஸೡʹ֬ೝͨ͠Γɺͦͷ্Ͱద੾ͳ૬ޓཧղΛ ਐΊΔΑ͏ʹ഑ྀ͍ͯ͠·͢ɻશମձٞͰ΋ུޠ΍ಠಛͳݴ͍ճ͠͸΍ΊΑ ͏ͱ͍͏࿩͕Α͘͞Ε͍ͯ·͢ɻ AIɾιϑτ΢ΣΞɾϋʔυ΢ΣΞͱҟͳΔྖҬͷΤϯδχΞ͕ू·͍ͬͯΔ தɺ֤ྖҬͰݸผʹੜ·Εͨ༻ޠ΍ಠಛͳ֓೦Λద੾ʹѻ͏ͷ͸ඇৗʹ೉ қ౓͕ߴ͍Ͱ͢ɻΘΕΘΕ͸ଟ͘ͷ࠽ೳ͕Ұಉʹू·Δ૊৫͔ͩΒͦ͜ɺࡉ ͔͍୯ޠɾΩʔϫʔυͷཻ౓Ͱ఻͑ํʹͩ͜Θ͍ͬͯ·͢ɻ·ͨɺΘ͔Βͳ ͍୯ޠ΍ݴ༿৲ΓΛద੾ʹ֬ೝ͢Δ͜ͱ͕৆ࢍ͞Ε͍ͯ·͢ɻ ఻͑Δ౒ྗͱ ཧղ͢Δ౒ྗ
37. ©︎ 2023 Turing Motors. ʮTuringΛ૑ΔʯͨΊʹ࠷΋େ੾ʹ͍ͯ͠ΔՁ஋؍ᶅ 37 ʮϒϦϦΞϯτδϟʔΫ(Brilliant Jerk)ʯͱ͍͏ݴ༿͕͋Γ·͢ɻεΩϧ͕͋Γ ܦݧ΋๛෋Ͱ༏ल͚ͩΕͲɺҰॹʹಇ͘ਓʹߴѹతͳଶ౓Λͱͬͯ͠·ͬͨ ΓɺҤॖͤͯ͞͠·ͬͨΓ͢Δਓͷ͜ͱΛࢦ͠·͢ɻͦ͏͍ͬͨਓ͕૊৫ʹҰ ਓ͍Δ͚ͩͰ૊৫શମͷੜ࢈ੑ͕Լ͕ͬͯ͠·͍·͢ɻͦͷͨΊࣗ෼͕ͨͪͦ ͏͍͏ਓͰ͸ͳ͍Α͏ʹ͢Δͱ͍͏؍఺ͱɺͦ͏͍ͬͨਓΛ࠾༻͠ͳ͍Α͏ʹ ͠Α͏ͱ͍͏৺͕͚Λେࣄʹ͍ͯ͠·͢ɻ ૑ۀظ͔ΒCTOͷ੨໦͕͜ͷൃݴΛ܁Γฦ͍ͯ͠·͢ɻ੨໦ࣗ਎͕Ph.DΛऔಘ ͨ͠ݚڀࣨੜ׆΍ϏοάςοΫͰͷܦݧΛ௨ͯ͡ɺ͍͍ਓͰ͋Δ͜ͱͷେࣄ͞ Λମݧ͓ͯ͠Γɺ܁Γฦ͜͠ͷݴ༿Λ༻͍͍ͯͨ͜ͱ͕Value஀ੜͷΩοΧέͰ ͢ɻTuringͰ͸׬શࣗಈӡసͷ࣮ݱɺθϩ͔Βͷྔ࢈ϝʔΧʔͷ૑ग़ͳͲ೉͍͠ Πγϡʔʹ௅ઓ͠·͢ɻͦͷͨΊɺਓؒؔ܎΍ίϛϡχέʔγϣϯ΁ͷҧ࿨ײ ͳͲɺίτʹ޲͔͏͏͑ͰোนͱͳΓಘΔ఺ΛۃྗഉআͰ͖ΔΑ͏ͳಈ͖Λ͠ ͍ͯ·͢ɻ ͍͍΍ͭʹͳΖ͏
38. ©︎ 2023 Turing Motors. ʮTuringΛ૑ΔʯͨΊʹ࠷΋େ੾ʹ͍ͯ͠ΔՁ஋؍ᶆ 38 ׬શࣗಈӡసͷΠϝʔδ͸͔͍͍ͬ͜΋ͷͰ͋Δͱಉ࣌ʹɺʮऑऀΛٹ͏ʯ ʮަ௨ࣄނΛͳ͘͢ʯͱ͍͏ଆ໘Λ͍࣋ͬͯ·͢ɻӡసʹΑΔࢮऀΛͳ͘͢ͱ ͍ͬͨ໘Ͱͷ҆શୈҰɺ׬੒ंϝʔΧʔʹͳΔଘࡏͱͯ҆͠શ΁ͷҙࣝΛ΋ͱ ͏ͱ֎෦ʹ޲͚ͨଆ໘ɺࣾһΛकΔҙຯͰ΋͜ͷݴ༿Λେࣄʹ͠Α͏ͱ͍͏ ࿩ʹͳΓ·ͨ͠ɻ ྫ͑͹ɺTuringͰ͸dev_incidentͱ͍͏Slackνϟϯωϧ͕͋Γ·͢ɻͦ͜Ͱ͸ ࣮ࡍʹى͖ͨ։ൃෆ۩߹΍τϥϒϧ͕ஸೡʹใࠂ͞Ε͍ͯ·͢ɻ૑ۀॳظ͔Β ܧଓͯ͠ӡ༻͞Ε͓ͯΓɺӡ༻͕௠෗Խͨ͜͠ͱ͸Ұ౓΋͋Γ·ͤΜɻࣾһ͕ ҆શʹۀ຿Λߦ͏͜ͱʹߴ͍ΞϯςφΛு͍ͬͯ·͢ɻࣾһ͕ओମͱͳͬͯ҆ શ؅ཧͱ޲͖߹͓ͬͯΓɺSlackνϟϯωϧͷӡ༻͔ΒυΩϡϝϯτͷ੔ཧ΋ ஸೡʹ࣮ࢪ͍ͯ͠·͢ɻ ҆શୈҰ
39. ©︎ 2023 Turing Motors. TuringͰେࣄʹ͞Ε͍ͯΔ;Δ·͍ɾՁ஋؍ 39 TuringͰ͸ʮφϥςΟϒʯͱ͍͏υΩϡϝϯτܗ͕ࣜଘࡏ͠·͢ɻφϥςΟϒ͸௚ ༁͢Δͱʮ෺ޠʯͱ͍͏ҙຯΛ࣋ͪɺࣄ࣮΍ใࠂ͕ཏྻ͞Εͨ୯ͳΔυΩϡϝϯ τͰ͸͋Γ·ͤΜɻͦͷϓϩδΣΫτΛߦ͏໨తɺઓུɺഎܠ஌ࣝͳͲΛ෺ޠޱ ௐͰهͨ͠΋ͷͰ͢ɻ ࢲͨͪ͸φϥςΟϒΛඇৗʹେ੾ʹ͓ͯ͠ΓɺνʔϜΛจষͰ·ͱΊ্͛ɺಋ͘ ͱ͍͏εΩϧΛߴ͘ධՁ͍ͯ͠·͢ɻ࢓ࣄΛ͍ͯ͠ΔͱେྔͷυΩϡϝϯτΛಡ ΈࠐΈ·͢ɻυΩϡϝϯτҰͭͻͱͭʹ໨త͕͋Δ͔ɾͳ͍͔ɺͦͯͦ͠ΕΒ͕ ༗ػతʹ׆༻͞Ε͍ͯΔ͔͸ࣄۀͷڝ૪ྗͱ͍͏؍఺Ͱେࣄͳ؍఺Ͱ͢ɻ TuringͰ͸φϥςΟϒɾυΩϡϝϯτΛهࡌ͠૊৫Λಈ͔ͤͳ͍ਓ͸࠾༻͠ͳ͍ ͠ɺঢਐͰ͖ͳ͍ͱ໌จԽ͍ͯ͠·͢ɻ4ͭͷValueͰ͸໌จԽ͞Ε͍ͯͳ͍ӅΕ ͨՁ஋؍ͱͳ͓ͬͯΓɺΘΕΘΕͷΧϧνϟʔΛࢧ͍͑ͯΔͷͰ͢ɻ ͜ͷจԽ͸AmazonͷφϥςΟϒจԽ͕Ұͭͷഎܠͱͳ͍ͬͯ·͢ɻࣾ௕ͷࢁຊ΋ note΍XͰ͜ͷํ޲ੑΛൃ৴͓ͯ͠Γɺ૊৫Ͱͷӡ༻͕పఈ͞Ε͍ͯ·͢ɻφϥς ΟϒυΩϡϝϯτͷӡ༻ʹΑͬͯࣄۀઓུɾ։ൃઓུɾਐḿ͕ద੾ʹڞ༗͞Εͯ ͓ΓɺࣾһͷΦϯϘʔσΟϯάʹ͓͍ͯ΋ޮՌ͕ಘΒΕ͍ͯ·͢ɻ φϥςΟϒυΩϡϝϯτ
40. ©︎ 2023 Turing Motors. ։ൃελΠϧͱجຊతͳߟ͑ 40 ʲ։ൃελΠϧɾ؀ڥʳ ։ൃελΠϧ͸εΫϥϜΛಋೖ͍ͯ͠·͢ɻ·ͨɺJira΍NotionͳͲͰνέοτΛ࡞੒͠ɺϓ ϩδΣΫτ؅ཧ͠ͳ͕Β։ൃΛਐΊ͍ͯ·͢ɻεϓϦϯτ͸2िؒʹҰ౓ͷϖʔεͰ͢ɻܭࢉ ػ΍PCͳͲ։ൃ؀ڥʹ͸ੵۃతʹ౤ࢿ͍ͯ͠·͢ɻେن໛GPUΫϥελʔ΁ͷ౤ࢿͳͲΛච ಄ʹ։ൃ؀ڥ΍Ϧιʔε͸५୔Ͱ͢ɻ ʲίϛϡχέʔγϣϯʳ ෑډͷͳ͍ϫϯϑϩΞͷΦϑΟεͷͨΊɺࣾһಉ͕࢜ϑϥοτʹίϛϡχέʔγϣϯ͍ͯ͠ ·͢ɻॎԣࣼΊͷͭͳ͕Γ͕ੜ·ΕΔΑ͏ʹෆఆظͰϥϯν͕ηοτ͞ΕΔͳͲɺۮൃతͳ ձ࿩͕ੜ·ΕΔ࢓૊ΈΛ͍ͭͬͯ͘·͢ɻ TuringͰ͸ιϑτ΢ΣΞͱϋʔυ΢ΣΞ͕ߴ࣍ݩʹ༥߹ͨ͠اۀจԽΛߏங͢Δ͜ͱΛ໨ࢦ͍ͯ͠·͢ɻ͜Ε·Ͱࣗಈंۀքʹ͍ͳ͔ͬͨਓࡐ͕ࢀը͢ΔྲྀΕΛங͘͜ͱ ͕ॏཁͰ͢ɻͦͷͨΊɺҰ෦ͷਓ͚͕ͩར༻͢Δดٕͨ͡ज़Ͱ͸ͳ͘ɺΦʔϓϯͳٕज़Λ࠾༻͢Δ͜ͱͰଟ͘ͷਓ͕ंͷ։ൃʹܞΘΔ؀ڥΛ࡞͍ͬͯ·͢ɻ ·ͨɺ͞·͟·ͳϨΠϠʔͷ։ൃΛฒߦͯ͠ߦ͍ͬͯΔ͔Βͦ͜ɺ֤։ൃͷҙࢥܾఆͷεϐʔυΛߴΊΔͨΊʹ֤ϨΠϠʔʹνʔϜϦʔμʔΛఆΊͨ૊৫ӡӦΛ͍ͯ͠· ͢ɻ͜ΕʹΑΓɺ֤νʔϜʹ͸Ұఆͷࡋྔ͕༩͑ΒΕɺߴ଎ʹ։ൃΛਐΊ͍ͯ·͢ɻ ༏लΤϯδχΞʹJoinͯ͠΋Β͏ͨΊʹ΋ɺ͋͘·Ͱ΋ϓϩμΫτ͕࠷΋େࣄͰ͋Δͱ͍͏લఏͷ΋ͱɺ֎෦ൃදɾֶձࢀՃɾձ৯ࢧԉɺςοΫϒϩάͷࣥච͸ੵۃతʹ ࢧԉ͍ͯ͠·͢ɻ
41. ©︎ 2023 Turing Motors. 41 1. ԿΛ໨ࢦ͢ձ͔ࣾʁ 2. Ͳ͏΍ͬͯ׬શࣗಈӡసΛ࣮ݱ͢Δͷ͔ʁ 3. ࢢ৔ʹ͍ͭͯ 4. Χϧνϟʔʹ͍ͭͯ 5. νʔϜʹ͍ͭͯ 6. ืूɾ࠾༻ϓϩηεʹ͍ͭͯ 7. Appendix
42. ©︎ 2023 Turing Motors. ૊৫ਤ 42 ࣄۀɾίʔϙϨʔτɾ։ൃػೳΛਨ௚ʹ্ཱͪ͛ɺ։ൃ෦໳ʹ͓͍ͯ͸AIɾιϑτ΢ΣΞɾϋʔυ΢ΣΞͷ෦໳Λ্ཱ͍ͪ͛ͯ·͢ɻγʔυ͔Β2೥Ҏ಺ʹ૊৫ͷ࠷খߏ ੒Λอ༗͓ͯ͠Γɺ֤νʔϜʹকདྷతʹϚωδϝϯτΛ୲͏ਓࡐΛ഑ஔ͍ͯ͠Δঢ়ଶͰ͢ɻγϦʔζAͷٸ֦େʹ΋଱͑͏ΔਓһΛ֫ಘ͠·ͨ͠ɻ͔͜͜Β͜ͷ1೥Ͱਖ਼ࣾ һΛ30໊͔Β150໊ʹ͠ɺ5ഒͷن໛ʹ֦େͤ͞·͢ɻ ιϑτ΢ΣΞάϧʔϓ ੍ޚγεςϜνʔϜ ं྆ɾࣗಈӡసʹؔ͢Δ
    04ΞϓϦέʔγϣϯΛ։ൃ ं྆։ൃάϧʔϓ ϦαʔννʔϜ ϚϧνϞʔμϧͳࣗಈӡసϞσϧͷ։ൃ Ϟσϧ։ൃνʔϜ ࣗಈӡసϞσϧͷ։ൃ ։ൃ $90T 69νʔϜ *7*ɾίϯύχΦϯΞϓϦͷ։ൃ ϑΝΠφϯε ࢿۚௐୡɾPL؅ཧ ίʔϙϨʔτ ๏຿ɾ࿑຿ɾܦཧɾࣄ຿ HR PR ਓࣄɾ޿ใ ࣄۀ։ൃ ޻৔্ཱͪ͛ɾิॿۚ֫ಘ
43. ©︎ 2023 Turing Motors. ίʔϙϨʔτ 7ਓ VehicleνʔϜ 7ਓ UXνʔϜ 3ਓ ੍ޚγεςϜνʔϜ 4ਓ Ϟσϧ։ൃνʔϜ 3ਓ ϦαʔννʔϜ 3ਓ CXO 3ਓ ૸ߦύʔτφʔ 6ਓ ίʔϙϨʔτ 15ਓ VehicleνʔϜ 14ਓ UXνʔϜ 11ਓ ੍ޚγεςϜνʔϜ 4ਓ Ϟσϧ։ൃνʔϜ 8ਓ ϦαʔννʔϜ 5ਓ CXO 3ਓ ໊ 66 ૊৫ߏ੒ 43 0 17.5 35 52.5 70 21೥8݄ 22೥4݄ 22೥8݄ 23೥1݄ 23೥3݄ 23೥6݄ 23೥11݄ 66 40 30 24 15 8 2 Seed Round ૑ۀ͔Β2೥Ͱਖ਼ࣾһ30໊ۙ͘ɾࣾһ਺70໊ۙ͘ͷ૊৫΁ ߏ੒һ਺ ※ΠϯλʔϯɺΞϧόΠτɺۀ຿ҕୗΛؚΉ ໊ 30 ϑϧλΠϜ
44. ©︎ 2023 Turing Motors. ϦαʔννʔϜʹ͍ͭͯ 44 ࢲͨͪͷ࠷ऴ໨ඪ͸ɺ׬શࣗಈӡసΛݱ࣮ͷ΋ͷʹ͢Δ͜ͱͰ͢ɻͦͷୡ੒ͷͨ Ίʹɺେن໛ֶशͷͨΊͷMLOpsͷߏஙɺ׬શࣗಈӡసΛࢧ͑Δେن໛ࣗಈӡస Ϟσϧͷݚڀ։ൃΛੵۃతʹਐΊ͍ͯ·͢ɻ େن໛ͳGPUΫϥελΛར༻͠ɺϏδϣϯϕʔεࣗಈӡసͷͨΊͷਂ૚ֶशϞσ ϧ΍Ϩϕϧ5ࣗಈӡసʹར༻͢ΔϚϧνϞʔμϧج൫Ϟσϧͷݚڀ։ൃΛߦͬͯ ͍·͢ɻ ϦαʔννʔϜͰ͸ɺ୭΋ୡ੒ͨ͜͠ͱͷͳ͍Ϩϕϧ5ࣗಈӡసٕज़Λݚڀ։ൃ ͢ΔϦαʔνϟʔɺݚڀ༻ͷσʔλج൫Λߏங͢ΔσʔλΤϯδχΞɺֶशج൫ Ͱ͋ΔGPUΫϥελ؀ڥΛ੔උ͢ΔΠϯϑϥΤϯδχΞΛืू͍ͯ͠·͢ɻ ▪ݴޠɿPython, C++౳ ▪ϥΠϒϥϦɿpytorch, OpenCV, MMDetection, Hugging Face౳ ▪ϛυϧ΢ΣΞ: kubernetes, Slurm ٕज़ελοΫ ▪GPU؀ڥ: H100, A100, V100౳ ▪CloudαʔϏε: AWS, GCP, Lambda Cloud
45. ©︎ 2023 Turing Motors. Ϟσϧ։ൃνʔϜ 45 Ϟσϧ։ൃνʔϜ͸Turing͕ൢച͢Δंʹ౥ࡌ͢ΔࣗಈӡసAIΛ։ൃ͍ͯ͠· ͢ɻ௚ۙͰ͸ɺ2024೥ʹൢച͢Δं͕྆λʔήοτͰ͢ɻ ༏ΕͨAIΛ࡞ΔͨΊʹ͸ɺେྔͷ૸ߦσʔλΛχϡʔϥϧωοτϫʔΫʹֶश͞ ͤΔඞཁ͕͋Γ·͢ɻ͜ͷͨΊʹ͸Turing͕ಠࣗʹऔಘͨ͠େྔͷ૸ߦσʔλΛ ޮ཰Α͘؅ཧɾར׆༻Ͱ͖Δج൫͕ۃΊͯॏཁͰ͢ɻࢲୡ͸૸ߦσʔλϓϥοτ ϑΥʔϜΛύϒϦοΫΫϥ΢υ্ʹಠࣗʹ։ൃ͠׆༻͍ͯ͠·͢ɻ ·ͨɺֶशύΠϓϥΠϯ΍γϛϡϨʔλͱ͍ͬͨධՁج൫Λ੔උ͢Δ͜ͱͰɺϞ σϧͷֶशͱධՁͷϧʔϓΛߴ଎ʹճ͠ɺϞσϧͷਫ਼౓Λޮ཰Α͘ߴΊଓ͚ΒΕ ΔΑ͏ʹ͍ͯ͠·͢ɻਫ਼౓ͷߴ͍Ϟσϧ͸࣮ࡍʹंʹσϓϩΠ͞Εɺࣗ෼ͨͪͰ ςετυϥΠϒ͍ͯ͠·͢ɻ ٕज़ελοΫ ▪ݴޠɿC++ɺPython ▪ϑϨʔϜϫʔΫɾπʔϧɿPyTorchɺOpenCVɺCUDAɺONNXɺWanB ▪ϓϥοτϑΥʔϜɿJetsonɺLinux ▪Ωʔϫʔυ MLOpsɺΫϥ΢υɺίϯϐϡʔλϏδϣϯɺਂ૚ֶशɺ෼ࢄฒྻֶशɺΦʔ τϥϕϦϯάɺࣗݾҐஔਪఆɺ෺ମݕग़ɺܦ࿏ܭըɺσʔλϕʔεɺγϛϡ ϨʔλɺKaggle
46. ©︎ 2023 Turing Motors. ੍ޚγεςϜνʔϜ 46 ▪ݴޠɿCɺC++ɺPython ▪Ωʔϫʔυɿं྆ӡಈ੍ޚɺը૾ॲཧɺࣗݾҐஔਪఆɺ૊ΈࠐΈLinuxɺOTA ੍ޚγεςϜνʔϜ͸ɺػցֶशϞσϧͷंମ΁ͷܨ͗͜ΈΛߦ͍ͬͯ·͢ɻػ ցֶशϞσϧΛ༻͍ͯ҆શͳࣗಈӡసγεςϜͱͯ͠੒ཱͤ͞ΔͨΊʹ͸ɺ͞· ͟·ͳྖҬͰͷΤϯδχΞϦϯά͕ඞཁͰ͢ɻ ۩ମతʹ͸ɺϞσϧ͕ग़ྗͨ͠ܦ࿏ʹ௥ैͤ͞ΔͨΊͷंମ੍ޚͷ࡞ΓࠐΈɺࣗ ಈӡసιϑτ΢ΣΞͱଟ਺ͷηϯαͷڠௐಈ࡞ͷ૊ΈࠐΈOSʹΑΔ࣮ݱɺࣗಈ ӡసػೳΛOTAͰΞοϓσʔτͤ͞Δ࢓૊Έ࡞Γɺࣗಈӡసػೳͷ๏نద߹ͳͲ Ͱ͢ɻ ΘΕΘΕ͸ଟذʹΘͨΔ໰୊ʹऔΓ૊ΜͰ͍·͢ɻ ٕज़ελοΫ
47. ©︎ 2023 Turing Motors. UX EngineeringνʔϜ 47 ▪ݴޠɿKotlinɺJavaɺC++ɺC#ɺRust ▪πʔϧɿUnity ▪ϥΠϒϥϦ: Jetpack ▪ϏϧυπʔϧɿSoongɺMakeɺGradle ͜ͷνʔϜͷϛογϣϯ͸εϚϗͰಘΒΕ͍ͯΔମݧΛγʔϜϨεʹं྆ମݧʹ ࣋ͪࠐΉ͜ͱͰ͢ɻ׬શࣗಈӡసEV͕࣮ݱͨ͠ੈքʹ͓͍ͯɺͦΕ͸ಈ͘εϚϗ ͱಉٛͱݴΘΕΔ͔΋͠Ε·ͤΜɻ͓ͦΒ͘ɺୈೋͷՈͱͳΔͰ͠ΐ͏ɻ ΘΕΘΕ͸ιϑτ΢ΣΞͷྗͰɺंۭ྆ؒͷՁ஋ΛߴΊ͍͖ͯ·͢ɻ ͦΕΛܗʹ͢΂͘ɺंࡌΞϓϦɺंࡌOS͔ΒσόΠευϥΠόͳͲιϑτ΢ΣΞ ͷߴϨΠϠʔ͔Β௿ϨΠϠ·Ͱ࣮૷͍͖ͯ͠·͢ɻ ٕज़ελοΫ ▪΍͍ͬͯΔ͜ͱ AndroidΞϓϦ։ൃɾ σόΠευϥΠόͷ։ൃ Android Open Source ProjectϕʔεͷंࡌOS։ൃ
48. ©︎ 2023 Turing Motors. Vehicle EngineeringνʔϜ 48 ࠓޙɺੜ࢈ɾൢച͢Δं྆ͷ։ൃ΍ࢼ࡞ɺαϓϥΠνΣʔϯͷߏஙɺ๏نೝূɺ ੜ࢈ٕज़ͷཱ֬ͳͲɺଟذʹΘͨΔٕज़։ൃςʔϚʹऔΓ૊ΜͰ͍·͢ɻ ंମઃܭ͸ɺϘσΟͷ಺֎૷ɺγϟγɺϋʔωεͳͲΛUX΍͓٬༷Ձ஋ɺ҆શ ੑɺ๏نΛߟྀͭͭ͠ं྆ͱͯ͠ύοέʔδϯά͠·͢ɻి૷ઃܭ͸ɺిࢠ੍ޚ σόΠεɺ੍ޚιϑτ΢ΣΞͷ։ൃΛߦ͍·͢ɻ ػೳ҆શɺαΠόʔηΩϡϦςΟͳͲͷ҆શཁ݅Λߟྀͨ͠ΞʔΩςΫνϟϨϕ ϧͷϋʔυ΢ΣΞ΍ιϑτ΢ΣΞͷγεςϜઃܭΛߦ͍ɺշదͳ৐Γ৺஍ͱͳΔ Α͏ʹৄࡉͳ੍ޚιϑτ΍ϋʔυ΢ΤΞͷ࣮૷࢓༷Λܾఆ͠·͢ɻ͜ΕΒΛ݁߹ ͠ɺ࣮ݧ΍ධՁΛνʔϜ಺ͰҰ؏ͯ͠ߦ͍·͢ɻࢲͨͪ͸ɺෳ਺ͷྖҬͰਂ͍ܦ ݧΛ࣋ͭ໠ऀΛٻΊ͍ͯ·͢ɻ ɾ3D Experience(CATIA V6) ɾMATLAB/Simulink ɾిؾCADʢDesign Sparkʣ ɾΦγϩείʔϓ ɾCANղੳπʔϧ ɾMicro Auto BoxͳͲͷϥϐουϓϩτπʔϧ ɾ΍ΔؾεΠονʢؾ߹/ࠜੑʣ ٕज़ελοΫ
49. ©︎ 2023 Turing Motors. ૊ΈࠐΈLinuxΤϯδχΞ 49 TuringͰ͸ΤοδίϯϐϡʔλʹLinuxΛ౥ࡌͯࣗ͠ಈӡసγεςϜΛಈ࡞ͤͯ͞ ͓ΓɺϓϩμΫτͷൃചʹ޲͚ͯࠓޙ͸҆ఆੑ/৑௕ੑ/ύϑΥʔϚϯε/ηΩϡϦ ςΟͳͲΛߟྀͨ͠ϓϥοτϑΥʔϜͷ։ൃʹऔΓ૊Ήඞཁ͕͋Γ·͢ɻ ·ͨɺΘΕΘΕ͸ςεϥͷΑ͏ʹιϑτ΢ΣΞΞοϓσʔτͰਐԽ͢ΔΫϧϚΛ ໨ࢦ͓ͯ͠ΓɺOS΍ࣗಈӡసγεςϜͷOTA(Over The Air)։ൃʹ΋औΓ૊Έ· ͢ɻ ϓϩμΫτʹ౥ࡌ͢ΔͨΊͷ૊ΈࠐΈLinuxߏஙɺLinux౥ࡌ੡඼ͷOTA։ൃ/ӡ ༻ɺΧϝϥ/GNSS/IMUͱ͍ͬͨηϯα΍Ethernet/CANͱ͍ͬͨ௨৴पΓͷऔΓ ѻ͍ܦݧΛ͓࣋ͪͷΤϯδχΞΛืूΛ͍ͯ͠·͢ɻ ˙ඞਢٕज़ελοΫ
    ɾ-JOVYΧʔωϧσόΠευϥΠόϢʔβϥϯυ 6CVOUV ͷߏஙɺΧελϚΠζͱ੡඼΁ͷద༻
    ɾ૊ΈࠐΈιϑτ΢ΣΞʹؔ͢ΔҰൠతͳ஌ࣝ
    ɾ$$ 1ZUIPOΛ࢖ͬͨ։ൃܦݧ ˙׻ܴٕज़ελοΫ
    ɾΧϝϥ(/44*.6ͳͲͷηϯαͷऔΓѻ͍
    ɾ$"/&UIFSOFUͳͲͷ௨৴ٕज़ͷऔΓѻ͍
    ɾ/7*%*" ಛʹ+FUTPO ੡ͷ૊ΈࠐΈϘʔυΛ࢖ͬͨ։ൃܦݧ
    ɾ-JOVY౥ࡌ੡඼ͷ05"։ൃӡ༻ܦݧ
    ɾϦΞϧλΠϜγεςϜɺ৑௕ੑΛ࣋ͬͨγεςϜɺγεςϜ҆ఆԽٕज़ʹؔ͢Δ஌ݟ
    ɾOS/ωοτϫʔΫʹؔ͢ΔηΩϡϦςΟʹؔ͢Δ஌ݟ ٕज़ελοΫ
50. ©︎ 2023 Turing Motors. ίʔϙϨʔτνʔϜ 50 ͜Ε·Ͱͷϥ΢ϯυ͸ࠃ಺VC͔Βͷࢿۚௐୡ Λߦ͖ͬͯ·͕ͨ͠ɺγϦʔζBҎ߱͸ࠃ֎΍ ػؔ౤ࢿՈͳͲଟ͘ͷύʔτφʔʹϑΝΠφ ϯεΛ࣮ߦ͠·͢ɻͦͷͨΊɺଟ༷ͳόοΫ άϥ΢ϯυΛ࣋ͭܦݧऀΛٻΊ͍ͯ·͢ɻ ϑΝΠφϯε TuringͰ͸ΞϥΠΞϯε֫ಘ΍ϩϏΠϯάɺิ ॿۚɾ޻৔༻஍ͷ֫ಘɺߦ੓ͱͷ࿈ܞͳͲ׭ ຽ໰Θͣଟ͘ͷຯํΛ֫ಘ͍ͯ͘͠ඞཁ͕͋ Γ·͢ɻ׬શࣗಈӡసͷࣾձ࣮૷Λਪਐ͢Δ ʹ͸ଟ༷ͳܦݧΛ࣋ͬͨ஥͕ؒඞཁͰ͢ɻ ࣄۀ։ൃ ࠓޙTuringͰ͸਺ेԯʙ਺ඦԯԁͷࢿۚΛӡ ༻͠100໊Ҏ্ͷ૊৫΁ͱ੒௕͍͖ͯ͠·͢ɻ ΘΕΘΕ͕ΞΫηϧΛ౿Έଓ͚Δʹ͸ͦΕΛ ࢧ͑ΔίʔϙϨʔτͷଘࡏ͕ඞཁෆՄܽͰ ͢ɻ๏຿ɾ࿑຿ɾܦཧͷܦݧऀΛ͓଴ͪͯ͠ ͍·͢ɻ ίʔϙϨʔτ ࠃ಺֎͔Βѹ౗తʹ༏लͳਓࡐΛऒ͖͚ͭɺ ֫ಘ͍ͯ͘͜͠ͱ͸Turingͷࢸ্໋୊Ͱ͢ɻલ ྫʹͱΒΘΕͳ͍߈Ίͷ޿ใɾ࠾༻Λ࣮ߦ͠ ͍ͯ͘͜ͱ͕ٻΊΒΕ·͢ɻٕज़޿ใɺ3ਓ໨ Ҏ߱ͷHRϝϯόʔΛٻΊ͍ͯ·͢ɻ ਓࣄɾ޿ใ
51. ©︎ 2023 Turing Motors. 51 1. ԿΛ໨ࢦ͢ձ͔ࣾʁ 2. Ͳ͏΍ͬͯ׬શࣗಈӡసΛ࣮ݱ͢Δͷ͔ʁ 3. ࢢ৔ʹ͍ͭͯ 4. Χϧνϟʔʹ͍ͭͯ 5. νʔϜʹ͍ͭͯ 6. ืूɾ࠾༻ϓϩηεʹ͍ͭͯ 7. Appendix
52. ©︎ 2023 Turing Motors. TuringʹJoin͢Δ୉ޣຯ part1 52 શͯΛAIʹ೚ͤΔ ʮEnd-to-Endʯࣗಈӡసιϑτ ΢ΣΞΛ։ൃ͍ͯ͠Δձࣾ͸ ೔ຊͰTuringͷΈ ʮ׬શࣗಈӡసʯͱ͍͏ਓྨͷάϥϯυνϟϨϯδ ʹ௅ΊΔ؀ڥͰ͢ɻैདྷͷࣗಈंϝʔΧʔ͕ϧʔϧ ϕʔεͷࣗಈӡసγεςϜͷ։ൃΛਐΊ͍ͯΔத ͰɺEnd-to-Endͷࣗಈӡసιϑτ΢ΣΞ։ൃʹଟ͘ ͷϦιʔεΛ౤ೖ͍ͯ͠Δձࣾ͸TuringͷΈɻ ࣗಈӡస × LLMͷྖҬ͸શੈքͰڝ૪͕͸͡·ͬ ͨ͹͔Γͷࢢ৔Ͱ͢ɻੈքਫ४ͷઓ͍ΛٻΊΒΕΔ ৔ॴͰɺ͜Ε·Ͱʹͳ͍ܦݧ͕ಘΒΕΔͰ͠ΐ͏ɻ ࣗಈंͱ͍͏ ଟ͘ͷਓ͕࢖͏޻ۀ੡඼ͷ ։ൃʹܞΘΔ͜ͱ͕Ͱ͖Δ ं͸޻ֶ࠷ߴๆͷ޻ۀ੡඼ͱݴΘΕ͍ͯ·͢ɻͦͷ ϓϩμΫτʹ͓͍ͯɺࣗ਎ͷॻ͍ͨίʔυͰࣗಈं Λಈ͔͠ɺΤϯυϢʔβʔʹಧ͚Δ͜ͱ͕Ͱ͖· ͢ɻ ιϑτ΢ΣΞͱϋʔυ΢ΣΞΛߴ౓ʹ༥߹ͤ͞Δͱ ͍͏ϛογϣϯΛܝ͛ΔTuringͰ͸͞·͟·ͳϨΠ ϠʔͷΤϯδχΞͱ࢓ࣄΛਐΊΔػձ͕͋Γ·͢ɻ ࣗ਎ͱҟͳΔྖҬ΍ࢹ࠲ͷਓࡐͱ࢓ࣄΛ͢Δ͜ͱ Ͱɺ͜Ε·Ͱʹͳ͍ܦݧ͕Ͱ͖Δ͸ͣͰ͢ɻ AIɾιϑτ΢ΣΞʹڧ͍ ܦӦνʔϜͷ΋ͱͰ։ൃʹ औΓ૊Ή͜ͱ͕Ͱ͖Δ Turingͷ૑ۀऀɾίΞϝϯόʔ͸AIɾιϑτ΢ΣΞ ʹڧ͍όοΫάϥ΢ϯυΛ΋ͪ·͢ɻͦͷͨΊɺ AIɾιϑτ΢ΣΞͱ͍͏͜Ε·ͰͷࣗಈंۀքͰӨ ڹྗ͕େ͖͘ͳ͔ͬͨ෼໺ʹ͓͍ͯɺద੾ͳϦʔμ ʔγοϓΛൃش͠ɺ։ൃઓུɾํ਑ɾ૊৫ͮ͘ΓΛ ओಋͰ͖·͢ɻ લྫͷͳ͍͜ͱʹऔΓ૊Ήνϟϯε΋ଟ͘ɺଟ͘ͷ ࣔࠦ΍ؾ͖ͮɾػձΛಘΒΕΔͰ͠ΐ͏ɻ
53. ©︎ 2023 Turing Motors. TuringʹJoin͢Δ୉ޣຯ part2 53 AIɾιϑτ΢ΣΞɾϋʔυ΢Σ ΞྖҬͷτοϓϥϯφʔͱಇ͘ ػձΛಘΒΕΔ ্৔اۀAI෦໳ͷCXOܦݧऀɺϝϧΧϦɾαΠόʔ ΤʔδΣϯτɾϦΫϧʔτग़਎ͷγχΞΤϯδχ ΞɺKaggle GrandmasterɺAWSͷγχΞΞʔΩς ΫτܦݧऀɺϓϨΠεςʔγϣϯͷاը͔Βྔ࢈ ·ͰΛख͕͚ͨΤϨΩΤϯδχΞɺେاۀͰAI Accelarator։ൃΛखֻ͚͖ͯͨελοϑΤϯδχ Ξɺ׬੒ंϝʔΧʔͰ৽ं։ൃͷ։ൃ੹೚ܦݧऀͳ Ͳɺ֤ΤϯδχΞϦϯάྖҬͷτοϓϥϯφʔͱಇ ͚·͢ɻ൴Βͱ੾᛭ୖຏ͢Δ͜ͱͰɺߴ͍ࢹ࠲ɾ৽ ͍͠ࢹ఺Λಘͳ͕Β࢓ࣄ͕Ͱ͖Δ͸ͣͰ͢ɻ 0→1Ͱํ਑ܾΊ΍ ઓུࡦఆ͔Β औΓ૊ΊΔ AIɾιϑτ΢ΣΞɾϋʔυ΢ΣΞͷ֤ྖҬʹ͓͍ ͯɺ·ͩاըஈ֊ɾߏ૝ஈ֊ͷϓϩδΣΫτ΋ଟ͘ ଘࡏ͠·͢ɻͦͷͨΊɺ0→1ͷํ਑ܾΊ΍ઓུࡦ ఆ͔Β࣮ߦ·ͰʹऔΓ૊ΊΔ؀ڥͰ͢ɻ ·ͨɺTuringͰ͸ं྆։ൃʹ͓͍ͯ΋ΞδϟΠϧɾ εϐʔσΟʔʹ։ൃΛ͍ͯ͠·͢ɻAIɾιϑτ΢Σ Ξɾϋʔυ΢ΣΞͷ͋ΒΏΔϨΠϠʔͰͦͷํ਑Λ ؏͍͓ͯΓɺιϑτ΢ΣΞͷจԽΛڧ࣋ͪ͘ࠐΜͩ ։ൃΛߦ͍ͬͯ·͢ɻ ਓྨະ౿ͷ ՝୊ʹ௅ઓ͢Δػձ͕ ๛෋ʹ͋Δ ׬શࣗಈӡసΛ࣮ݱ͢ΔͨΊͷج൫Ϟσϧͷ࣮ݱɺ ࠃ಺࠷େن໛ͷେن໛GPUΫϥελʔͷߏஙɺ OTAͷ։ൃɺ౷߹ECUͷ࣮ݱɺcell to chasisͱ͍͏ ंମઃܭʹ͓͚Δ৽͍͠σϑΝΫτελϯμʔυߏ ଄ͷ࣮ݱɺੜ࢈ϥΠϯͷθϩϕʔεͷ্ཱͪ͛ͳ Ͳɺߴ೉қ౓ͳٕज़՝୊ʹऔΓ૊Ήػձ͕͋Γ· ͢ɻ AIɾιϑτ΢ΣΞɾΤϨΩɾϋʔυ΢ΣΞͳͲ͞· ͟·ͳྖҬʹ͓͍ͯ௅ઓɾ੒௕ͷνϟϯε͕͋Γ· ͢ɻ
54. ©︎ 2023 Turing Motors. ݱϝϯόʔͷೖࣾཧ༝ 54 ৽͍ٕ͠ज़΍Πγϡʔͱઓ͏޾ͤ ΤϯδχΞͱͯ͠޾ͤͩͳͱײ͡Δͷ͸ɺ৽͍ٕ͠ज़΍։ൃྖҬʹܞΘΕΔ͜ͱͰ͢ɻTuringͰ͸͜ Ε·Ͱɺগ਺ਫ਼ӶͰ։ൃΛߦͳ͖ͬͯͨͷͰࣗ਎ͷܦݧɾίΞεΩϧΛ࣠ͱͭͭ͠΋৽͍͜͠ͱʹ ͲΜͲΜνϟϨϯδͰ͖·ͨ͠ɻࣗ෼ͷܦݧͷ֎ͷ࢓ࣄͱ޲͖߹͏ͷ͸ඇৗʹָ͔ͬͨ͠Ͱ͢Ͷɻ ࠓޙ͸ଟ͘ͷ஥ؒΛ࠾༻͠ɺ100୆ɺ1,000୆ɺ10,000୆ͷं྆ൢചΛ࣮ݱͤ͞ʹ͍͖·͢ɻᙺΕΔ ໨ඪʹ೔ʑϫΫϫΫ͠ͳ͕Βಇ͍͍ͯ·͢ɻ ܦӦ৘ใͷಁ໌ੑͷߴ͞΍ίτʹ޲͖߹͏ελϯε ৘ใͷಁ໌͞΍ͦΕΛࣗΒਪਐ͢ΔܦӦਞͷελϯεɺٕज़՝୊ʹ޲͖߹͍ղܾͰ͖Δ؀ڥʹऒ͔ Ε·ͨ͠ɻ໘઀΍ମݧೖࣾͷબߟεςοϓͰҰॹʹಇ͘ϝϯόʔͷίϛϡχέʔγϣϯͷؾ࣋ͪΑ ͞΍՝୊ղܾೳྗͷߴ͕͞ೖࣾͷܾΊखʹͳ͍ͬͯ·͢ɻԿΑΓɺंϝʔΧʔʹͳΔͱ͍͏໨ඪɾ ࠓ·Ͱʹͳ͍ະདྷΛݟਾ͑ͨνϟϨϯδ͕Ͱ͖Δ؀ڥͩͱൃ৴ɾબߟΛ௨ͯ͡ײ͡Δ͜ͱ͕Ͱ͖ͨ ͷͰೖࣾ͠·ͨ͠ɻ࣮ࡍʹೖࣾͯ͠΋ͦͷײ֮͸มΘΒͣɺܦӦͱ։ൃͷΠγϡʔ͕࿈ಈ͍ͯ͠Δ ͜ͱΛഽʹײ͡ͳ͕Βָ͘͠ಇ͚͍ͯ·͢ɻ தࢁ ࿱ʢWataru Nakayamaʣ 2023೥7݄ʹTuringʹೖࣾɻϚϨϦגࣜձࣾ(چΧϧιχοΫΧϯηΠ)Λܦͯגࣜձࣾ ຊాٕज़ݚڀॴʹೖࣾɻͦͷޙTuring΁ɻ2024~2025೥ൢചं྆ͷϓϩδΣΫτϦʔ μʔΛ຿ΊΔɻ
55. ©︎ 2023 Turing Motors. ݱϝϯόʔͷೖࣾཧ༝ 55 ୭΋౴͑ͷͳ͍໰͍ʹඞࢮʹ޲͖߹͏ ׬શࣗಈӡసAI͸·ͩ୭΋࣮ݱͰ͖͍ͯ·ͤΜɻ͜ͷ໰୊ʹର͢Δղܾࡦ͸ੈքதͲ͜Λ୳ͯ͠΋ ͳ͍ͷͰ͢ɻͦͷͨΊΞΧσϛοΫͱϏδωεͷ྆໘Ͱ࣮ݱͷछΛ୳͠ɺ͋ΒΏΔ͜ͱʹτϥΠ͠ ͍ͯ·͢ɻTuringͰ͸࿦จࣥචͳͲΞΧσϛΞͷྖҬͰ΋όϦϡʔൃشΛ͍ͯ͠·͢ɻઌ୺ٕज़ྖҬ ͱࣗಈӡసɾंͮ͘ΓͳͲͷࣾձ࣮૷ͷ྆໘ʹ৮ΕΒΕΔͷ͸ඇৗʹ޾ͤͰ͢Ͷɻ ܦӦͱ։ൃͷۙ͞ ׬શࣗಈӡసͱ͍͏ਓྨͷάϥϯυνϟϨϯδʹ௅ઓͰ͖ɺ͔ͭ׬੒ंϝʔΧʔΛ໨ࢦ͢ͱ͍͏େ ͖ͳϛογϣϯʹऒ͔ΕɺೖࣾΛܾҙ͠·ͨ͠ɻೖࣾޙʹ׬શࣗಈӡస࣮ݱͷͨΊͷઓུ΍ετʔ Ϧʔͷղ૾౓ͷߴ͞ʹڻ͖·ͨ͠ɻ·ͨɺ։ൃઓུʹ͍ͭͯܦӦਞͱϝϯόʔ͕ৗʹٞ࿦Λ͍ͯ͠ Δ఺΋ૉఢͩͳͱײ͍ͯ͡·͢ɻܦӦͱ։ൃͷڑ཭͕ۙ͘൴Βͷελϯε΋໌֬ͳͷͰɺ৺஍Α͘ ಇ͚͍ͯ·͢ɻ ୨ڮ ߞଠ࿠ʢKotaro Tanahashiʣ 2023೥5݄ʹTuringʹೖࣾɻϦΫϧʔτʹͯMLɾιϑτ΢ΣΞΤϯδχΞͱͯ͠׆ ༂ɻະ౿ϓϩδΣΫτͷPMΛ຿ΊΔɻTuringͰ͸End-to-endࣗಈӡసͷ։ൃΛϦʔ υɻ
56. ©︎ 2023 Turing Motors. ݱϝϯόʔͷೖࣾཧ༝ 56 ଟ͘ͷϋʔυ΢ΣΞͱιϑτ΢ΣΞͷϋϒʹͳΔ ंͷதʹ͸ඇৗʹଟ͘ͷϋʔυ΢ΣΞ͕͋Γ·͢ɻͦΕΒΛ૊ΈࠐΈιϑτ΢ΣΞͷεΩϧΛ׆͔ ͯͭ͠ͳ͗ࠐΈɺ੡඼ͱͯ͠ඇৗʹڧ͍΋ͷΛ࡞ΓࠐΜͰ͍͘ͷ͸େมͰ͢ɻΤϯδχΞͱͯ͠࿹ͷ ݟͤͲ͜ΖͰ͋Δ͜ͱ͸΋ͪΖΜɺ׬શࣗಈӡసEVͱ͍͏ະདྷͷ৐Γ෺ͷૅΛ࡞Γ্͍͚͛ͯΔͷ ͸ඇৗʹ໘ന͍ͳͱࢥ͍ͬͯ·͢ɻं͸޻ֶ࠷ߴๆͷϓϩμΫτͱݴΘΕ͍ͯ·͢ɻ͜͜ͷ໋ӡΛ ࣗ෼͕Ѳ͍ͬͯΔͱࢥ͑Δͷ͸ඇৗʹΤΩαΠςΟϯάͰ͢ɻ ׬੒ंϝʔΧʔͮ͘Γͱ͍͏௅ઓ͕Ͱ͖Δ৔ॴ͸͚ͩ͜͜ ׬શࣗಈӡసɾ׬੒ंϝʔΧʔͮ͘Γͱ͍͏2ͭͷେ͖ͳϛογϣϯΛ͍࣋ͬͯΔ؀ڥ͸ك༗Ͱ͢ɻ ͦΕΒͷϛογϣϯʹରͯ͠ɺ৽͍ٕ͠ज़ΛऔΓࠐΈͳ͕Β༏लͳϝϯόʔ͕੾᛭ୖຏ͍ͯ͠Δ؀ ڥʹऒ͔Εೖࣾ͠·ͨ͠ɻྩ࿨ͷ࣌୅ʹ׬੒ंϝʔΧʔ͕ੜ·ΕΔɻͦͷετʔϦʔΛؒۙͰݟΕ Δ͜ͱʹඇৗʹϫΫϫΫ͍ͯ͠·͢ɻ ໼෦ ݑ࠸ʢKenya Yabeʣ 2023೥10݄ʹTuringʹೖࣾɻΤοδίϯϐϡʔςΟάʹڧΈΛ࣋ͭΞϓτϙουࣾΛ ܦͯTuringʹδϣΠϯɻ૊ΈࠐΈιϑτ΢ΣΞ΍Τοδίϯϐϡʔλʔ։ൃʹڧ͍ όοΫϘʔϯΛ࣋ͭɻ
57. ©︎ 2023 Turing Motors. ݱϝϯόʔͷೖࣾཧ༝ 57 ੈքΛϑΟʔϧυʹઓ͏ ࣗಈӡసʹ͓͚ΔϚϧνϞʔμϧͳAI։ൃ͸શੈքͰݚڀ΍։ൃ͕ٸϐονͰਐΜͰ͍·͢ɻTuring Ͱ΋ϚϧνϞʔμϧֶशϥΠϒϥϦʮHeronʯΛެ։͠·͕ͨ͠ɺ͜ͷྖҬʹ͓͍ͯσϑΝΫτελ ϯμʔυΛ࡞Γ্͛Δ΂͘೔໷ઓ͍ͬͯ·͢ɻશੈքΛ૬खʹઓ͑Δͷ͸ඇৗʹָ͍͠Ͱ͢Αɻ ໰୊ΛKaggleԽ͠Α͏ ʮࣗಈӡసͷྖҬͱίϯϐϡʔλʔϏδϣϯͷྖҬ͕ۙͮ͘͜ͱΛΠϝʔδͰ͖ͳ͍ʯͱ͍͏ݴ༿ Λ΋Β͏͜ͱ͕Α͋͘Γ·͢ɻॳݟͰ͸͔֬ʹΘ͔ΓͮΒ͍͔΋͠Ε·ͤΜ͕ɺ͜ͷྖҬΛAI΍ػ ցֶशͰղܾ͢Δ͜ͱ͸ΞΧσϛοΫͰ͸ελϯμʔυͱͳΓɺTesla΍WayveͳͲͷϓϨΠϠʔ͕ େ͖ͳ੒ՌΛ্͛ͭͭ͋Δঢ়گͰ͢ɻTuringͰ͸໰୊ΛKaggleԽ͠Α͏ͱ͍͏ݴ༿͕͋Γ·͢ɻ· ͣ͸໰୊΍ςʔϚΛܾΊ͍ͯ͘ɻͦͷϓϩηε͕࣮͸͔ͳΓ໘ന͍Ͱ͢ɻKagglerʹͱͬͯ΋ɺ Turing͸ඇৗʹ໘ന͍؀ڥͩͱࢥ͍ͬͯ·͢ɻ Ҫϊ্ ༤ҰʢYuichi Inoueʣ ژ౎େֶʹͯത࢜߸Λऔಘ͠ɺֶۀͱฒߦ͠ͳ͕ΒKaggle GrandmasterͱͳΔɻ 2022೥4݄ʹTuringʹ৽ଔͰೖࣾɻं྆։ൃɾࣗಈӡసAIͷઌߦݚڀ։ൃΛϦʔυɻ Kaggle Meetup TokyoͳͲίϛϡχςΟʔ΁ͷߩݙ΋ਫ਼ྗతʹऔΓ૊Ήɻ
58. ©︎ 2023 Turing Motors. HR Issues 58 0 100 200 300 400 21೥8݄ 22೥8݄ 23೥11݄ 24೥12݄ 25೥12݄ 400 200 66 15 2 ࣄۀϑΣʔζ͕มΘͬͨ͜ͱͰɺಠࣗͷࣗಈӡసAIɾUX։ൃɺ100୆ͷं྆։ൃɾൢചɺྔ࢈ʹ޲͚ͨࢼ࡞ं։ൃͳͲଟ͘ͷΠγϡʔ͕ੜ·Ε·ͨ͠ɻ ͦ͜ʹ൐͍ɺଟ͘ͷਓࡐΛ࠾༻͢Δ͜ͱΛܾఆɻ೥ؒ100໊Ҏ্ͷΤϯδχΞΛ࠾༻͍͖ͯ͠·͢ɻ ࣄۀઓུͷղ૾౓͕ߴ·Γɺ։ൃઓུ΋໌֬ʹ ͜ͷ2೥ؒͰࣄۀઓུ΍ํ਑ͷղ૾౓͕ߴ·Γɺ։ൃઓུ΍ํ਑΋໌֬ ʹͳ͖ͬͯ·ͨ͠ɻ֤։ൃ૊৫ͰٻΊΒΕΔਓࡐ૾΍ܦݧ΋ఆ·ͬͯ ͖͍ͯ·͢ɻιϑτ΢ΣΞ։ൃͷܦݧऀ͕׆༂Ͱ͖Δ৔͕ͨ͘͞Μ͋ Γ·͢ɻ ֤νʔϜͷίΞϝϯόʔΛ࠾༻͢Δ1೥ؒ ͜Ε͔Βͷ1೥ؒͰ֤νʔϜͷίΞͱͳΔਓࡐΛ࠾༻͍͖ͯ͠·͢ɻࣗ ಈӡసAIɾंͷεϚϗԽɾं྆։ൃʹ͓͚ΔઓུઃܭɾਪਐΛਐΊͯ ͍ͩ͘͞ɻ
59. ©︎ 2023 Turing Motors. ืू৬छͱਓ਺ 59 ϞόΠϧΤϯδχΞ ૊ΈࠐΈLinuxɾOS։ൃ MLΤϯδχΞ ιϑτ΢ΣΞΤϯδχΞ ૊ΈࠐΈΤϯδχΞ ඼࣭อূɾ؅ཧ QAɾςετ ंମઃܭΤϯδχΞ ి૷ઃܭΤϯδχΞ ੜ࢈ٕज़ ίʔϙϨʔτ ޿ใɾٕज़޿ใ ϑΝΠφϯεɾࢿۚௐୡ ࣄۀ։ൃ ϓϩδΣΫτϚωʔδϟʔ ࠾༻ਓࣄ 2໊ 2໊ 2໊ 2໊ 2໊ 1໊ 5໊ 3໊ 10໊ 1໊ 5໊ 5໊ 10໊ 15໊ 5໊ ं྆اը 5໊ ΠϯϑϥΤϯδχΞ 5໊ ιϑτ΢ΣΞάϧʔϓ ϏδωεɾίʔϙϨʔτ 10໊ 45໊ ं྆։ൃάϧʔϓ 25໊ ৬छ
    ਓһ਺ ߹ܭ TuringͰ͸͜ͷ1೥ؒͰ80໊΄Ͳͷਖ਼ࣾһ૿һΛ༧ఆ͍ͯ͠·͢ɻ͜ͷਓ਺ͷ࠾༻Λߦ͏͜ͱͰ࣮ݱ͍ͨ͜͠ͱ΍ɺͦΕ͚ͩͷέΠύϏϦςΟʔ͕ඞཁͳཧ༝Λޙड़͍ͯ͠ ͖·͢ɻ
60. ©︎ 2023 Turing Motors. ετοΫΦϓγϣϯʹ͍ͭͯ 60 ετοΫΦϓγϣϯͱ͸ɺैۀһʹରͯ͠اۀͷגࣜΛҰఆͷՁ֨Ͱߪೖ͢Δݖ རΛ෇༩͢Δ੍౓Ͱ͢ɻ ͜ͷ࢓૊ΈͷҰྫͱͯ͠ɺ೔ຊΛ୅ද͢ΔελʔτΞοϓͷҰͭɺϝϧΧϦ͕͋ Γɺ30໊Ҏ্ͷैۀһ͕6ԯԁҎ্ͷࢿ࢈Λ֫ಘͨ͠ͱݴΘΕ͍ͯ·͢ɻTuringͷ ૑ۀ΋ɺ୅දͷࢁຊ͕લ৬Ͱ͋ΔHEROZͷ্৔ɾετοΫΦϓγϣϯ׆༻ʹΑͬ ͯಘΒΕͨࢿ࢈͕ݪࢿͱͳ͍ͬͯ·͢ɻ TuringͰ͸ՄೳͳݶΓͨ͘͞ΜͷϝϯόʔʹετοΫΦϓγϣϯΛ഑Γɺ࣍ੈ୅ ࢈ۀͷҭ੒΍৽ͨͳΤίϊϛΫε૑ग़ʹ௅ઓ͍͖ͯ͠·͢ɻετοΫΦϓγϣϯ ͷ഑෍͸͜Ε͔ΒͳͷͰɺબߟʹਐΉํ͸ݖརΛ෇༩͞ΕΔՄೳੑ͕ߴ͍Ͱ͢ɻ ΘΕΘΕ͕ఆΊΔ৚݅͸Լهͱͳ͍ͬͯ·͢ɻ ɾTuring্͕৔͢Δ͜ͱ ɾਖ਼ࣾһͰ͋Δ͜ͱ ɾೖ͔ࣾΒ3೥ؒܦաޙʹ50%ͷߦ࢖ݖརΛ෇༩ ɾೖ͔ࣾΒ6೥ؒܦաޙʹ100%ͷߦ࢖ݖརΛ෇༩ ·ͨɺৄࡉͳظ଴஋΍ετοΫΦϓγϣϯ੍౓ͷߏஙഎܠ͸υΩϡϝϯτͰ·ͱ ΊΒΕɺࣾһʹެ։͞Ε͍ͯ·͢ɻ ※ࣾһ਺૿ՃɾࣄۀϑΣʔζมԽʹΑΓετοΫΦϓγϣϯͷ഑෍͕ͳ͘ͳΔՄೳ ੑ͕͋Γ·͢ɻ
61. ©︎ 2023 Turing Motors. ಇ͘؀ڥɾ෱རްੜ 61 We Overtake Teslaͱ͍͏ϛογϣϯ͸਺೥Ͱ͸ͳ͘20೥ۙ͘ͷଟ͘ͷ࣌ؒΛ͔͚ͯୡ੒͢Δ΋ͷͰ͢ɻͦͷͨΊɺத௕ظͰՈ଒΍஥ؒʹԠԉ͠ଓ͚ͯ΋Β͑ΔΑ͏ͳಇ ͖ํ΍αϙʔτΛ࣮ݱ͍ͨ͠ͱߟ͍͑ͯ·͢ɻ ٳ೔ٳՋ ɾ׬શिٳ2೔੍ʢ౔೔ʣɺॕ೔ ɾՆقٳՋɾ೥຤೥࢝ٳՋ ɾ࢈લ࢈ޙɾҭࣇٳՋ ɾࣾձอݥʗ࿑ಇอݥ׬උ ɾ௨ۈख౰ɿ্ݶ4ສԁ/݄ ಇ͖ํɾ੍౓ ɾϑϨοΫελΠϜ੍౓ ɾ෰૷ࣗ༝ ɾϦϞʔτۈ຿ʢࣾ಺نఆ༗ʣ ɾ1 on 1 ɾετοΫΦϓγϣϯ ֶशαϙʔτɾͦͷଞ ɾPC౳։ൃ؀ڥߏஙࢧԉ ɾॻ੶ߪೖʢࣾ಺نఆ༗ʣ ɾΠϕϯτɾΧϯϑΝϨϯεࢧԉ ɾγϟοϑϧϥϯν ɾTuringࣜΦϑΟεάϦί
62. ©︎ 2023 Turing Motors. ಇ͘৔ॴʹ͍ͭͯ 62 ۈ຿஍͸౦ژ౎඼઒۠ɺେ࡚Ӻ͔Βెา1෼ͷ৔ॴͰ͢ɻʢ2024೥1݄22೔ʹ ദͷ༿Ωϟϯύε͔Βେ࡚ʹҠసʣ
 
 ·ͨɺ2023೥6݄ʹं྆ੜ࢈ڌ఺ʮTuring Kashiwa Nova FactoryʯΛઍ༿ݝ ദࢢͰՔಇ։࢝͠·ͨ͠ɻं྆։ൃػೳΛਨ௚্ཱ͍ͪ͛ͯ͠·͢ɻ AIɾιϑτ΢ΣΞΤϯδχΞɾίʔϙϨʔτ͸େ࡚ʹɺं྆։ൃ͸ઍ༿ݝദ ࢢʹͯਪਐ͢Δ༧ఆͰ͢ɻ ࠓޙࠃ಺֎ͷڌ఺૿Ճ΋ࢹ໺ʹೖΕ͓ͯΓɺߦ੓΍ຽؒاۀͱͷఏܞɾަব ΛਐΊ͍ͯ·͢ɻ Kashiwa Nova Factory େ࡚ΦϑΟε
63. ©︎ 2023 Turing Motors. ΦϯϘʔσΟϯάϓϥϯ 63 φϥςΟϒɾυΩϡϝϯτۦಈͰϓϩδΣΫτ͕ਐΜͰ͍ΔͨΊɺೖࣾޙ ͷΩϟονΞοϓ͕͠΍͍͢؀ڥͰ͢ɻ NotionͰશମɾ֤νʔϜͷ։ൃઓུɾํ਑ɾਐḿΛஸೡʹ·ͱΊ͍ͯ· ͢ɻશମձٞ΍աڈͷҙࢥܾఆͷഎܠ͕υΩϡϝϯτ͝ͱʹอଘ͞Ε͍ͯ ΔͷͰɺ͜Ε·Ͱͷઓུɾٕज़ͷҙࢥܾఆϓϩηεΛ೺ѲͰ͖·͢ɻ ܦӦਞ΍Ϛωδϝϯτ͕͜Ε͔Βͷํ਑΍͜Ε·ͰͷҙࢥܾఆΛಁ໌ੑ ߴ͘ൃ৴͓ͯ͠Γɺద੾ͳର࿩͕ͳ͞Ε͍ͯ·͢ɻ
64. ©︎ 2023 Turing Motors. Recruit Processʛਖ਼ࣾһ 64 1೔ମݧೖࣾʹ͍ͭͯ 1೔ମݧೖࣾͰ͸ɺSlack΍NotionͳͲࣾһͱಉ͡ϨϕϧͰࣾ಺৘ใʹΞΫ ηεͰ͖Δ৘ใΛڞ༗͠ɺ഑ଐ༧ఆνʔϜͷࣾһͱ1೔Ұॹʹಇ͍͍ͯͨ ͩ͘ϓϩηεͰ͢ɻ TuringͷΧϧνϟʔΛମײ͍͖ͨͩɺ͓ޓ͍ʹϛεϚον͕ͳ͍͔Λ֬ೝ ͢ΔͨΊͷ৔ʹͳΓ·͢ɻ ※બߟظؒͷ໨҆͸ɺ͓Αͦ2ʙ3िؒͰ͢ɻ ΧδϡΞϧʹ࿩͢ ROUTE 1 ॻྨબߟ ROUTE 2 ໘઀ʢ1ʙ2ճʣ ROUTE 3 1೔ମݧೖࣾ ROUTE 4 ࠷ऴ໘ஊ ROUTE 5 ※1೔ମݧೖࣾͱલޙ͢ΔՄೳੑ͋Γ ಺ఆɾΦϑΝʔ໘ஊ ROUTE 6
65. ©︎ 2023 Turing Motors. Recruit ProcessʛΠϯλʔϯ 65 ମݧೖࣾʹ͍ͭͯ ମݧೖࣾͰ͸ɺSlack΍NotionͳͲࣾһͱಉ͡ϨϕϧͰࣾ಺৘ใʹΞΫη εͰ͖Δ৘ใΛڞ༗͠ɺ഑ଐ༧ఆνʔϜͷࣾһͱ࠷௕2िؒҰॹʹಇ͍ͯ ͍ͨͩ͘ϓϩηεͰ͢ɻ TuringͷΧϧνϟʔΛମײ͍͖ͨͩɺ͓ޓ͍ʹϛεϚον͕ͳ͍͔Λ֬ೝ ͢ΔͨΊͷ৔ʹͳΓ·͢ɻ ΧδϡΞϧʹ࿩͢ ROUTE 1 ॻྨબߟ ROUTE 2 ໘઀ʢ1ʙ2ճʣ ROUTE 3 ମݧೖࣾʢ࠷௕2िؒʣ ROUTE 4 ࠷ऴ໘ஊ ROUTE 5 ※1೔ମݧೖࣾͱલޙ͢ΔՄೳੑ͋Γ ಺ఆɾΦϑΝʔ໘ஊ ROUTE 6
66. ©︎ 2023 Turing Motors. ໘઀ͰݟۃΊ͍ͯΔϙΠϯτ 66 Q.ͲͷΑ͏ͳ఺Λݟ͍ͯ·͔͢ʁ ໘઀ϑΣʔζͰେࣄʹ͍ͯ͠Δͷ͸ʮߩݙԾઆΛ͍࣋ͬͯΔ͔ʯͱ͍͏఺Ͱ͢ɻTuringͷࣄۀઓུɾ։ൃλΠϜϥΠϯɾݱঢ়ͷମ੍ɾࣗ਎ͷܦݧ΍εΩϧηοτ ΛؑΈͨ࣌ʹɺͲΜͳߩݙ͕Ͱ͖Δ͔ɺͦΕ͸ͳ͔ͥΛԾઆཱ͍ͯͯΔ͔Λݟ͍ͯ·͢ɻ ͜ͷࢿྉ΍ςοΫϒϩάɺ૑ۀϝϯόʔͷXͷൃ৴ͳͲɺTuringͰ͸ൃ৴ΛڧԽ͍ͯ͠·͢ɻ͔ͦ͜ΒԾઆཱͯΛ͠ɺ໘઀Λ༗ҙٛͳ࣌ؒʹͯ͠΄͍͠Ͱ͢ɻ࠾༻ ΠϕϯτɺΦϑΟεɾ޻৔ݟֶͳͲΧδϡΞϧʹ࿩ͤΔػձ΋͋ΔͷͰɺࣗ਎ͷߩݙԾઆΛਂΊΔ৔ͱͯ͠ɺͦ͏͍ͬͨػձ΁ͷΤϯτϦʔ΋͓଴͍ͪͯ͠· ͢ɻ Q.ͲΜͳਓ͕໘઀Λ௨ա͍ͯ͠·͔͢ʁ Լه͕ἧ͍ͬͯΔํ͸໘઀ͷϑΣʔζΛ௨ա͠ɺମݧೖࣾ΁ͱਐΜͰ͍·͢ɻ ɾTuringͷϏδϣϯɾϛογϣϯʹڞײ͍ͯ͠Δ ɾߩݙԾઆΛ͓࣋ͬͯΓɺࣗ਎ͷεΩϧͱTuringͰͷػձΛඥ͚͍ͮͯΔ ɾܦݧɾεΩϧ͚ͩͰͳ͘ۀ຿ʹऔΓ૊Ή࢟੎ɾελϯεͷ໘ͰTuringͷΧϧνϟʔΞοϓσʔτʹߩݙͯ͘͠ΕΔՄೳੑ͕͋Δ TuringͰ͸ΧϧνϟʔʹϑΟοτ͍ͯ͠Δ͔ͱ͍͏఺͚ͩͰ͸ͳ͘ɺΧϧνϟʔΛΑΓΑ͘Ξοϓσʔτͯ͘͠ΕΔ͔Ͳ͏͔΋େࣄͳ఺ͱͯ͠બߟͷաఔͰݟͯ ͍·͢ɻͥͻҰॹʹ࠷ߴͷ૊৫Λ͍͖ͭͬͯ͘·͠ΐ͏ɻ
67. ©︎ 2023 Turing Motors. ମݧೖࣾͰݟۃΊ͍ͯΔϙΠϯτ 67 Q.ͲͷΑ͏ͳ఺Λݟ͍ͯ·͔͢ʁ TuringͰ͸γχΞͳํΛٻΊ͍ͯ·͢ɻͦͷͨΊϛογϣϯΛߴ͍ϨϕϧɾεϐʔυͰ਱ߦͰ͖Δ͔Ͳ͏͔ɺܦݧ͕ͳ͍෼໺ΛΞϯϥʔχϯάͭͭࣗ͠਎ͷܦݧ ΛΞυΦϯͨ͠Ξ΢τϓοτΛग़͍͚ͯͨͩ͠Δ͔Λݟ͍ͯ·͢ɻ ·ͨɺελϯεͷ໘ʹ͓͍ͯ΋TuringͷόϦϡʔΛମݱ͞Ε͍ͯΔ͔Λݟ͍ͯ·͢ɻTuringͰ͸ɺࣄۀํ਑΍ઓུ͕౎౓มΘΓ·͢ɻ͜ͷձࣾ͸SaaS΍to Cελ ʔτΞοϓͱ͸ҟͳΓɺϚʔέοτʹϓϩμΫτΛ·ͩఏڙͰ͖͍ͯ·ͤΜɻͦͷͨΊɺݟ͍͑ͯͳ͍՝୊΍ϘʔϧΛर͏ᄿ֮ɾਪਐྗͷߴ͞ɾࢹ࠲ߴ͘ۀ຿Λ ߦ͏࢟੎ͳͲ͸ॏཁͳཁૉͰ͢ɻ༩͑ΒΕͨ࢓ࣄΛ͜ͳ͢ελϯεͰ͸ͳ͘ɺࣗ෼Ͱ࢓ࣄΛੜΈग़͠ίτΛલʹਐΊΔελϯε͕͋Δ͔Ͳ͏͔Λݟ͍ͯ·͢ɻ Q.ମݧೖࣾ௨աʹ͓͚ΔΤοηϯε͸͋Γ·͔͢ʁ ࣗ਎ͷߩݙԾઆΛ࣋ͪɺφϥςΟϒͰࣾһʹઆ໌Λ͍ͯͩ͘͠͞ɻ ମݧೖࣾͷऴΘΓʹ1ຕͷφϥςΟϒΛهࡌͯ͠΋Β͍·͢ɻ಺༰͸ʮTuringͷ஥ؒʹͳͬͨ৔߹ɺࣗ਎ͷܦݧ΍εΩϧΛ׆͔ͯ͠ͲΜͳ׆༂͕Մೳ͔ʯͱ͍͏΋ ͷͰ͢ɻฐࣾͷ։ൃઓུɾํ਑ɾਐḿΛݟ্ͨͰԾઆཱͯͯ͠આ໌͍͖ͯͨͩ͠·͢ɻφϥςΟϒʹ͍ͭͯ͸ԼهͷnoteΛ֬ೝ͠·͠ΐ͏ɻ φϥςΟϒʹϫΫϫΫ͢ΔͳΒɺͦͷϓϩδΣΫτ͸੒ޭ͢Δʢnoteهࣄɿhttps://note.com/issei_y/n/n91538560e5d8ʣ
68. ©︎ 2023 Turing Motors. Α͋͘Δ࣭໰ 68 Q.બߟϓϩηε͸ͲΕ͘Β͍͔͔Γ·͔͢ʁ Ԡื͔Β಺ఆ·Ͱ͸2ʙ4िؒఔ౓Ͱ͢ɻ৬छʹΑͬͯҟͳΔ৔߹͕͋Γ·͕͢ɺީิऀ༷ͷ౎߹ʹ߹ΘͤͯΞϨϯδՄೳͰ͢ɻ͝૬ஊ͍ͩ͘͞ɻ Q.͙͢ʹస৬Λߟ͍͑ͯΔΘ͚Ͱ͸ͳ͍Ͱ͕͢ɺԠื͸ՄೳͰ͔͢ʁ ΋ͪΖΜ׻ܴ͍ͯ͠·͢ɻʮ·ͩԠื·Ͱ͸…ʯͱ͍͏ํ͸ɺࣾһͱͷΧδϡΞϧ໘ஊʹͥͻ͓ਃ͠ࠐΈ͍ͩ͘͞ɻ Q.ϦϞʔτͰ΋ಇ͚·͔͢ʁ ࣗ਎΍͝Ո଒ͷମௐͳͲࣄલঝೝ͕͋ͬͨ৔߹͸ϦϞʔτͰͷबۀ΋ՄೳͰ͢ɻ Q.ϑϨοΫελΠϜ੍౓ʹ͍ͭͯڭ͍͑ͯͩ͘͞ 10:00~15:00͕ίΞλΠϜͷϑϨοΫε੍౓͕͋ΔͷͰॊೈͳಇ͖ํ͕Ͱ͖·͢ɻ Q.ࣾ಺Ͱ৘ใ͸ͲͷΑ͏ʹΦʔϓϯʹ͞Ε͍ͯ·͔͢ʁ TuringͰ͸ॴଐ͢Δ֤ϝϯόʔ͕ࣗ཯ͯ͠ҙࢥܾఆ͕Ͱ͖ΔΑ͏ɺՄೳͳݶΓ৘ใΛެ։͍ͯ͠·͢ɻ۩ମతʹ͸ܦӦਞͷҙࢥܾఆ΍։ൃਐḿ͸ຖिͷશମձٞ ΍SlackͳͲΦʔϓϯͳ৔ͰɺηϯγςΟϒͳ߲໨ʢಛʹ࠾༻৚݅ͳͲਓࣄతͳܾఆʣΛআ͖શͯΛެ։͍ͯ͠·͢ɻ Q.ͲΜͳਓΛ࠾༻͍ͨ͠Ͱ͔͢ʁ We Overtake Teslaͱ͍͏Ϗδϣϯɾϛογϣϯʹڞײͯ͘͠ΕΔํΛٻΊ͍ͯ·͢ɻΘΕΘΕ͸લਓະ౸ͷ௅ઓʹ਺ଟ͘औΓ૊ΜͰ͍·͢ɻউͭͨΊʹՌ׶ͳν ϟϨϯδΛҰॹʹਐΊͯ͘ΕΔํΛ͓଴͍ͪͯ͠·͢ɻ
69. ©︎ 2023 Turing Motors. 69 1. ԿΛ໨ࢦ͢ձ͔ࣾʁ 2. Ͳ͏΍ͬͯ׬શࣗಈӡసΛ࣮ݱ͢Δͷ͔ʁ 3. ࢢ৔ʹ͍ͭͯ 4. Χϧνϟʔʹ͍ͭͯ 5. νʔϜʹ͍ͭͯ 6. ืूɾ࠾༻ϓϩηεʹ͍ͭͯ 7. Appendix
70. ©︎ 2023 Turing Motors. ʢࢀߟʣ৽ڵEVϝʔΧʔ༂ਐͷഎܠɿιϑτ΢ΣΞͷڧΈɾθϩϕʔεͰͷΫϧϚ࡞Γ 70 ৽ڵEVϝʔΧʔ͸ɺITόοΫάϥ΢ϯυͷ૑ۀऀͷϦʔμʔγοϓʹΑΓɺߴ౓ͳंࡌΠϯϑΥςΠϯϝϯτ(IVI)γεςϜ΍ӡసࢧԉػೳͳͲɺফඅऀΛऒ͖͚ͭΔι ϑτ΢ΣΞͷ࣮૷Λ࣮ݱ͍ͯ͠·͢ɻ·ͨɺTeslaͷΪΨΩϟεςΟϯάͷΑ͏ʹɺطଘͷৗࣝʹଊΘΕͳ͍ΫϧϚ࡞ΓΛల։͍ͯ͠·͢ɻ XpengɿIVIγεςϜ ӡస੮தԝͷίϯτϩʔϧύωϧ͔Βं྆ͷ͋ΒΏΔ ෦෼ͷ੍ޚ͕ՄೳɻԻڹ΍ө૾ͳͲं಺ΤϯλʔςΠ ϯϝϯτʹ΋ରԠ '4%
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71. ©︎ 2023 Turing Motors. BENCHMARKɿTESLA 71 ೥૑ۀ ೥
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