AIネイティブスタートアップにおけるプロダクト開発の新常識 / Product Development Tips in AI-Native Startups

【概要】
「AIネイティブスタートアップにおけるプロダクト開発の新常識」

AI時代のプロダクト開発では、AI活用を個別施策に留めず、開発プロセスや意思決定まで含めて学習ループを高速化することが競争力になります。
そのために、「観察・提示・試作・即行動（OODA）」を徹底し、推測や議論への依存を減らして事実に基づく検証を進めます。
PeopleXでは「Build／Ship／Design／Anticipate」の原則により、価値創出に集中しつつ小さくリリースして学び、AI前提で業務と体験を再設計しております。

【イベント】
2026/1/25 KNOTS 2026
https://knots.crossrel.jp/

【PeopleX採用強化中】
Engineer Entrance Book: https://engineer-entrance.peoplex.jp/

Transcript

1. AIωΠςΟϒελʔτΞοϓʹ͓͚Δ ϓϩμΫτ։ൃͷ৽ৗࣝ ʙ։ൃ଎౓ͱҙࢥܾఆ඼࣭Λಉ࣌ʹ্͛Δ“ݪଇͱܕ”ʙ
2. © 2026 PeopleX, inc. ࣗݾ঺հ 2 גࣜձࣾPeopleX / Engineering Group Tech Lead ελʔτΞοϓ૑ۀϝϯόʔɺAbemaTVͳͲΛܦͯɺPeopleXʹࢀըɻ AI্࢘ɺAI໘઀ɺPeopleWorkͳͲAI/HRྖҬͷ৽نαʔϏεΛ12ϲ݄ Ͱ5ຊ্ཱͪ͛ɻ ݱࡏ͸AI໘઀ͷ։ൃΛϦʔυɻಘҙྖҬ͸TypeScript, Goɻ JUMPEI SAKATSU ex- ࡔ௡ ५ฏ CyberAgent ❤ α΢φ, Cursor, Claude Code @saka2jp
3. ໨࣍ INDEX 1. ςʔϚ঺հ 2. Skip Walterࢯͷ4ͭͷఏݴ 3.PeopleXʹ͓͚Δ࣮ફͱఏݴ 4. ·ͱΊ ʙAI࣌୅ɺϓϩμΫτ։ൃͰԿ͕มΘΔʁʙ ʙAIωΠςΟϒͳϓϩμΫτ͸ɺͲ͏࡞Δʁʙ ʙPeopleXͰ͸ɺͲ͏ӡ༻ʹམͱ͍ͯ͠Δʁʙ ʙ໌೔͔ΒԿΛ΍Δʁʙ
4. © 2026 PeopleX, inc. ຊ೔ͷςʔϚ 4 AI׆༻Λ"఺"ͰऴΘΒͤͳ͍ ͋ΒΏΔ৔໘ͰAI׆༻Λ໛ࡧ͠ɺ ࣄۀՁ஋Λ࠷େԽ͢Δ PeopleXʹ͓͚Δ ɾϓϩμΫτ΁ͷAI׆༻ ɾ։ൃϓϩηε΁ͷAI׆༻ ɾࣄۀతͳऔΓ૊Έ ͳͲΛ੺དʑʹ঺հ ର৅ɿAIલఏͰ։ൃ଎౓ͱҙࢥܾఆ඼࣭Λ্͍͛ͨਓ
5. ର࿩ܕAI໘઀αʔϏε PeopleX AI໘઀ AI Interview
6. © 2026 PeopleX, inc. ɾ24࣌ؒ365೔໘઀࣮ࢪՄೳ ɾ೔ఔௐ੔ෆཁͰϦʔυλΠϜ୹ॖ ɾ໷ؒɺ౔೔Ͱ΋໘઀͕Մೳ ɾاۀଆ͸ɺ࿥ըͱจࣈى͜͠Ͱ֬ೝ ɾީิऀຬ଍౓ͷߴ͍ମݧ ର࿩ܕAI໘઀ʮPeopleX AI໘઀ʯ֓ཁ 6 ީิऀମݧʹͩ͜Θͬͨର࿩ܕ ͍ͭͰ΋/Ͳ͔͜ΒͰ΋໘઀Մೳ ࠾༻໨తʹ߹ΘͤͨΧελϚΠζ ɾ৽ଔɺத్ɺύʔτɾΞϧόΠτ ɾޏ༻ܗଶʹ߹Θ࣭ͤͨ໰ΧελϚΠζ ɾ৬छผεΩϧධՁΛϦϦʔε༧ఆ ɾੜ੒AIʹΑΔର࿩ܕ໘ஊ ɾਂ۷Γ࣭໰ʹΑΔߴ͍Ϩϕϧͷ໘઀ରԠ ɾਓؒΑΓ΋ʮۓுͤͣʹͷͧΊΔʯ ɾάϩʔόϧͰ΋ରԠՄೳͳ໘઀׭
7. © 2026 PeopleX, inc. ର࿩Λى఺ʹɺ࠾༻ɺҭ੒ɺ׆༂ɾఆணΛࢧ͑ΔPeopleXʮAIϫʔΧʔγϦʔζʯ 7 ࠾༻ AI໘઀ ٬؍తͳσʔλʹجͮ͘ධՁ εΩϧՄࢹԽ ඞཁεΩϧͷఆٛ อ༗εΩϧͷଌఆ εΩϧGAPͷಛఆ ࠾༻ϖϧιφͷݟ௚͠ ҭ੒ AIϩʔϓϨ ࣮ફతͳτϨʔχϯάͷࣗಈԽ εΩϧҭ੒ Must ۀ຿ඞਢεΩϧͷशಘ Will ࣗ཯తͳΩϟϦΞ։ൃ ׆༂ɾఆண AI໘ஊ ܧଓతͳΤϯήʔδϝϯτ޲্ ίϯσΟγϣϯ೺Ѳ ೖࣾޙ໘ஊ ΩϟϦΞ૬ஊ ϋϥεϝϯτ 1on1
8. Skip Walterࢯͷ4ఏݴ Framework
9. © 2026 PeopleX, inc. Skip WalterࢯʹΑΔ4ͭͷఏݴ 9 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ Show, Don’t Tell આ໌͢ΔͳɺݟͤΑ આ໌Ͱ͸ͳ࣮͘෺ΛݟͤΔ Prototype, Don’t Guess ਪଌ͢Δͳɺࢼ࡞ͤΑ ਪଌͰٞ࿦ͤͣࢼ࡞඼Ͱ࿦఺Λ֬ఆ͢Δ Act, Don’t Delay ஗ΕΔͳɺߦಈͤΑ ϧʔϓΛૣ͘ճֶͯ͠श༏ҐΛऔΔ ܉ࣄઓུՈ John BoydࢯͷҙࢥܾఆϞσϧ OODAʢObserve-Orient-Decide-ActʣΛɺϓϩμΫτ։ൃݱ৔ʹԠ༻
10. © 2026 PeopleX, inc. Observe, Don’t AskʢਘͶΔͳɺ؍࡯ͤΑʣ 10 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ ԿΛݴ͍ͬͯΔͷ͔ ɾϢʔβʔ΍ݱ৔ʹରͯ͠ʮͲ͏࢖͍ͬͯΔ͔ʁʯʮԿ͕ཉ͍͔͠ʁʯͳͱ࣭໰த৺ͰਐΊΔͱɺ ɹهԱͷޡࠩɾݐલɾݴޠԽͷݶքͰɺ࣮ଶ͔ΒζϨ΍͍͢ ɾ·ͣ͸࣮ࡍͷߦಈɾखॱͳͲΛ؍࡯ͤΑͱ͍͏ओு ɾಛʹɺϏσΦ؍࡯ͷҖྗΛ܁Γฦ͠ڧௐ https://skipwalter.net/2020/09/19/observe-dont-ask-show-dont-tell/
11. © 2026 PeopleX, inc. Show, Don’t Tellʢઆ໌͢ΔͳɺݟͤΑʣ 11 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ ԿΛݴ͍ͬͯΔͷ͔ ɾ؍࡯Ͱಘͨจ຺΍ࣄ࣮Λ࢓༷ॻ΍ޱ಄Ͱ఻͑Δͱɺड͚ख͕೴಺ิ׬ͯ͠ޡղ͕ੜ·ΕΔ ɾҙࢥܾఆऀɾ։ൃऀʹର࣮ͯ͠෺ΛݟͤΔ͜ͱ͕ॏཁͱ͍͏ओு ɾ۩ମྫͱͯ͠ɺ؍࡯ಈըΛ୹͍ϋΠϥΠτʹͯ͠ڞ༗͢ΔͳͲ Show, Don’t Tell આ໌͢ΔͳɺݟͤΑ આ໌Ͱ͸ͳ࣮͘෺ΛݟͤΔ https://skipwalter.net/2020/09/19/observe-dont-ask-show-dont-tell/
12. © 2026 PeopleX, inc. Prototype, Don’t Guessʢਪଌ͢Δͳɺࢼ࡞ͤΑʣ 12 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ ԿΛݴ͍ͬͯΔͷ͔ ɾϢʔβʔετʔϦʔ΍ཁٻॻ͚ͩͩͱɺ։ൃऀ͸ਪଌΛ࣮ࠞͥͯ૷͢Δ͜ͱʹͳͬͨΓɺ ɹ࣮૷ϑΣʔζͰ࿦఺͕ੜ·Εख໭ΓʹͳΔέʔε͕͋Δ ɾܾΊΔલʹϓϩτλΠϓΛ࡞ΓɺݕূͰҙࢥܾఆ͢Δ ɾࢴࣳډϨϕϧͷϥϑͰ΋Α͘ɺRapid prototypingΛਪ঑ Show, Don’t Tell આ໌͢ΔͳɺݟͤΑ આ໌Ͱ͸ͳ࣮͘෺ΛݟͤΔ Prototype, Don’t Guess ਪଌ͢Δͳɺࢼ࡞ͤΑ ਪଌͰٞ࿦ͤͣࢼ࡞඼Ͱ࿦఺Λ֬ఆ͢Δ https://skipwalter.net/2020/09/29/observe-dont-ask-show-dont-tell-part-3/
13. © 2026 PeopleX, inc. Act, Don’t Delayʢ஗ΕΔͳɺߦಈͤΑʣ 13 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ ԿΛݴ͍ͬͯΔͷ͔ ɾҰճͷҙࢥܾఆͷਫ਼౓Λ্͛Δ͜ͱʹΑΓɺϧʔϓΛ଎͘ճֶͯ͠श༏ҐΛऔΔ ɾখ͞ͳग़ՙʢfeature fl ag / limited rollout / ࣾ಺ઌߦʣͰʮ؍࡯Մೳͳݱ࣮ʯΛ૿΍͢ ɾ׬ᘳͳ߹ҙΛ଴ͨͣɺ҆શͳ࣮ݧͱͯ͠લʹਐΊΔʢϩʔϧόοΫՄೳੑΛઃܭʹؚΊΔʣ ɾʮ੿଎ͰಥͬࠐΊʯͰ͸ͳ͘ɺ؍࡯->ڞ༗->ࢼ࡞Ͱෆ࣮֬ੑΛԼ͛ͨ͏͑Ͱɺ ɹ஗ԆίετΛ࠷খԽ͢ΔߦಈΛબ΂ͱ͍͏ओு Show, Don’t Tell આ໌͢ΔͳɺݟͤΑ આ໌Ͱ͸ͳ࣮͘෺ΛݟͤΔ Prototype, Don’t Guess ਪଌ͢Δͳɺࢼ࡞ͤΑ ਪଌͰٞ࿦ͤͣࢼ࡞඼Ͱ࿦఺Λ֬ఆ͢Δ Act, Don’t Delay ஗ΕΔͳɺߦಈͤΑ ϧʔϓΛૣ͘ճֶͯ͠श༏ҐΛऔΔ https://skipwalter.net/2020/09/29/observe-dont-ask-show-dont-tell-part-3/
14. PeopleXʹ͓͚Δ࣮ફͱఏݴ PeopleX’s Principles
15. © 2026 PeopleX, inc. PeopleXʹ͓͚Δ࣮ફͱఏݴ 15 Build, Don’t Code ίʔυΑΓՁ஋Λ࡞Ε ੡඼։ൃͷϓϩηεશମʹয఺Λ౰ͯΔ Anticipate, Don’t Automate ࣗಈԽΑΓઌճΓͤΑ ސ٬ͷࣄۀ੒Ռʹܨ͕ΔਅҼʹ౿ΈࠐΉ Ship, Don’t Polish ຏ͘ΑΓग़ͤ খ͘͞ૣ͘ެ։͠ɺֶश଎౓Ͱ඼࣭Λ্͛Δ Design, Don’t Patch ৔౰ͨΓΑΓઃܭͤΑ ڥքͱ੹຿ΛܾΊɺอकͰ͖Δߏ଄ͰAIΛ׆͔͢
16. © 2026 PeopleX, inc. Build, Don’t CodeʢίʔυΑΓՁ஋Λ࡞Εʣ 16 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ Ͳ͏͍͏͜ͱ͔ ɾAI࣌୅ʹ͓͍ͯ͸ίʔυΛॻ͚Δ͜ͱͷՁ஋͕ബΕ͍ͯΔ ɾ”How” ͚ͩͰ͸ͳ͘ “What” ʹ੹೚Λ࣋ͭʢϓϩμΫτΤϯδχΞϦϯάʣ ɾνʔϜ͸ػೳΛ࡞ΔͷͰ͸ͳ͘੒Ռʹ੹೚Λ࣋ͭ Build, Don’t Code ίʔυΑΓՁ஋Λ࡞Ε ੡඼։ൃͷϓϩηεશମʹয఺Λ౰ͯΔ
17. © 2026 PeopleX, inc. ࣮ફྫ ϩʔυϚοϓࡦఆձٞ 17 Ͳ͏͍͏͜ͱ͔ ɾBiz × Dev × Expert × CS Ͱٞ࿦͠ϩʔυϚοϓΛࡦఆ ɾࢢ৔ಈ޲ͷΩϟονΞοϓʢࠃ಺֎ͷڝ߹੡඼ͷௐࠪɾݚڀʣɺސ٬ཁ๬ͷώΞϦϯάͳͲΛɹɹ ɹ௨ͯ࣍͡ͷ࢛൒ظʹऔΓ૊Ή಺༰Λܾఆ͢Δ
18. © 2026 PeopleX, inc. ࣮ફྫᶃ ϓϩτλΠϓϑΝʔετ 18 Ͳ͏͍͏͜ͱ͔ ɾՁ஋͕ݕূͰ͖͍ͯͳ͍ػೳ͸ɺ·ͣ͸ϓϩτλΠϓΛߏங ɾϓϩτλΠϓϕʔεͰ Biz × Dev × Expert Ͱٞ࿦ ɾAIωΠςΟϒͳػೳ͸ɺΤϯδχΞ͕ٕज़ݕূɾϓϩτλΠϓߏங ɾUX/UIϚλʔͳػೳ͸ɺσβΠφʔ͕৘ใઃܭɾϓϩτλΠϓߏங ɾPdM × Designer × Engineer ͰεΫϫοτΛ૊੒͠ɺ೔࣌ͷ୹͍ΠςϨʔγϣϯͰϓϩτλΠϓݕূΛճ͢
19. © 2026 PeopleX, inc. ࣮ફྫᶃ ϓϩτλΠϓϑΝʔετ 19 https://note.com/miku_designer/n/n2b0d04c05335
20. © 2026 PeopleX, inc. ঺հɿCursor Browser 20 ɾΤσΟλ಺ଂϒϥ΢β ɾཁૉΛϒϥ΢β্Ͱબ୒ͯ͠ࢦఆՄೳ ɾࣗવݴޠϕʔεͷ൥Θ͍͠ࢦ͕ࣔෆཁ
21. © 2026 PeopleX, inc. ࣮ફྫᶄ μογϡϘʔυߏங 21 Ͳ͏͍͏͜ͱ͔ ɾ੒ޭࢦඪΛܭଌͰ͖Δ࢓૊Έ࡞Γ ɾAI׆༻ʢҟৗݕ஌ / SQLͷੜ੒ / ܭଌ߲໨ͷࡦఆʣ
22. © 2026 PeopleX, inc. Ship, Don’t Polishʢຏ͘ΑΓग़ͤʣ 22 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ Ͳ͏͍͏͜ͱ͔ ɾAIࢧԉ։ൃͷීٴʹΑͬͯ ”How” ͷॏཁ౓͕૬ରతʹ໭͖ͬͯͨ ɾϦϦʔε଎౓Λ্͛ΔͨΊͷ HowʢઃܭݪଇɺΨʔυϨʔϧɺඪ४ԽɺηΩϡϦςΟɺ৴པੑɺίετ࠷దԽʣ ɹ΁ͷൺॏ্͕͕Δ ɾAIੜ੒ίʔυͷ૿ՃͰɺϨϏϡʔʗՄ؍ଌੑʗมߋ༰қੑͷઃܭ͕ΑΓॏཁʹͳΔ Ship, Don’t Polish ຏ͘ΑΓग़ͤ খ͘͞ૣ͘ެ։͠ɺֶश଎౓Ͱ඼࣭Λ্͛Δ
23. © 2026 PeopleX, inc. ࣮ફྫᶅ ػೳϑϥάͱείʔϓઃܭ 23 Ͳ͏͍͏͜ͱ͔ ɾػೳϑϥάʴஈ֊ެ։ʢࣾ಺ˠҰ෦ސ٬ˠશମʣΛඪ४ԽʢֶͼΛಘͳ͕Β֦େ͢Δʣ ɾ“࠷଎Ͱग़ͤΔ࠷খ୯Ґ”ʹϑΝʔετείʔϓΛ੾Δ ɾʮ׬ᘳͳ࢓༷ʯΑΓʮݕূՄೳͳϦϦʔεʯΛ༏ઌ͠ɺຏ͖ࠐΈ͸ظݶΛܾΊͯޙ޻ఔʹճ͢ https://www.linkedin.com/pulse/mvp-bike-car-fred-voorhorst/
24. © 2026 PeopleX, inc. Design, Don’t Patchʢ৔౰ͨΓΑΓઃܭͤΑʣ 24 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ Ͳ͏͍͏͜ͱ͔ ɾ඼࣭Λ୲อ͢Δ“ੜ੒ͷܕ”ͱɺֶश͕ճΔ“։ൃϓϩηε”Λઃܭ ɾ։ൃϓϩηεͦͷ΋ͷΛAIͷֶशαΠΫϧʹ૊ΈࠐΈɺ૊৫શମͷੜ࢈ੑΛඈ༂తʹߴΊΔ Design, Don’t Patch ৔౰ͨΓΑΓઃܭͤΑ ڥքͱ੹຿ΛܾΊɺอकͰ͖Δߏ଄ͰAIΛ׆͔͢
25. © 2026 PeopleX, inc. ࣮ફྫᶆ Compound Engineering 25 Ͳ͏͍͏͜ͱ͔ ɾ։ൃ͢Ε͹͢Δ΄Ͳɺͦͷܦݧ͕AIʹ஝ੵʢCompoundʣ͞Εɺ࣍ͷ։ൃΛΑΓ଎͘ɾ؆୯ʹ͢Δ ɾϨϏϡʔͰ൑໌ͨ͠όά΍վળ఺ΛSkills΍ΨΠυϥΠϯͱͯ͠อଘ ɾClaude Code GitHub ActionsͰࣗಈϨϏϡʔ
 https://every.to/chain-of-thought/compound-engineering-how-every-codes-with-agents
26. © 2026 PeopleX, inc. Anticipate, Don’t AutomateʢࣗಈԽΑΓઌճΓͤΑʣ 26 Observe, Don’t Ask ਘͶΔͳɺ؍࡯ͤΑ ࣭໰ͰຒΊΔલʹ؍࡯Ͱࣄ࣮ΛऔΔ Ͳ͏͍͏͜ͱ͔ ɾAIΤʔδΣϯτͷීٴʹΑΓɺۀ຿վળϨϕϧͷΞϓϦέʔγϣϯ͸ސ٬ࣗ਎͕୹࣌ؒͰࣗ࡞Ͱ͖Δ࣌୅ ɾSaaSͷՁ஋͸ɺ୯ʹطଘۀ຿ͷࣗಈԽͰ͸ࠩผԽ͕೉͍͠ ɾސ٬ͷۀ຿ϑϩʔͷද૚Ͱ͸ͳ͘ɺຊ౰ͷϖΠϯΛཧղ͠ɺAIΤʔδΣϯτ͕࣮ߦओମʹͳΔະདྷΛ ɹલఏͱͯ͠ҰาઌͷղΛઌճΓͯ͠ఏࣔ͢Δ Anticipate, Don’t Automate ࣗಈԽΑΓઌճΓͤΑ ސ٬ͷࣄۀ੒Ռʹܨ͕ΔਅҼʹ౿ΈࠐΉ
27. © 2026 PeopleX, inc. ࣮ફྫᶇ AIΤʔδΣϯτػೳͷߏங 27 Ͳ͏͍͏͜ͱ͔ ɾಛఆۀ຿ΛAIωΠςΟϒʹ࠶ઃܭͨ͠ ɹϫʔΫϑϩʔ / ػೳΛ࡞Δ ɹɾೖྗΛUIͰ੍໿Ͱ͖Δ ɹɾ੒Ռ͕ଌΕΔʢROI͕ग़͠΍͍͢ʣ ɹɾӡ༻͕ճΓ΍͍͢ʢྫ֎͕ด͡Δʣ
28. © 2026 PeopleX, inc. ࣮ફྫᶈ PeopleX Momentum 28 Ͳ͏͍͏͜ͱ͔ ɾձࣾ΍ϓϩμΫτͷετʔϦʔΛڞ༗͠ɺࢢ৔ͱͷظ଴஋ܗ੒Λ͢Δ࢛൒ظʹҰ౓ͷΠϕϯτΛओ࠵ ɾࢢ৔ͷ൓ԠΛ଎΍͔ʹϩʔυϚοϓʹ൓ө https://corp.peoplex.jp/ai-momentum2026
29. © 2026 PeopleX, inc. ࣮ફྫᶉ AIྙཧΨΠυϥΠϯࡦఆͱAIྙཧӡӦҕһձͷઃஔ 29 Ͳ͏͍͏͜ͱ͔ ɾࠃͷʮAIࣄۀऀΨΠυϥΠϯʯΛ౿·͑ɺAI໘઀ఏڙʹ ɹ͓͚Δ౰ࣾͷߟ͑ํɾ९कࣄ߲ɾӡ༻ํ਑Λ໌จԽ ɾఏڙ։࢝લʹ๏ྩ౳ͷج४ద߹ੑΛ৹ࠪ͢Δࣾ಺૊৫Λ ɹ্ཱͪ͛ ɾධՁͷόΠΞεΛਓ͕ؒ࠷ऴ৹ࠪˍϦϦʔεঝೝ https://peoplex.jp/news/20250626/ ৴པੑɾ҆શੑͷ୲อ
 AI໘઀ͱ͍͏ηϯγςΟϒྖҬͰɺ๏ྩɾΨΠυϥΠϯʹԊͬͨఏڙΛపఈ͠ɺ ࣾձత੹೚ΛՌͨ͢ ެฏੑɾϓϥΠόγʔอޢͷڧԽ
 ධՁ΍࣭໰ͷภΓɺݸਓ৘ใͷऔΓѻ͍ϦεΫΛ཈͑ɺ ಋೖاۀɾडݕऀ૒ํʹͱͬͯ҆৺Ͱ͖Δӡ༻ج൫Λ੔͑Δɹɹ
30. ·ͱΊ Summary
31. © 2026 PeopleX, inc. ·ͱΊ 31 ɹAIΛ࢖͍·ͬͯ͘࢖͍͜ͳ͢
 ɹɾௐࠪɾཁ݅Խɾ࣮૷ࢧԉͳͲͷ൓෮࡞ۀ͸AIͰߴ଎ʹճ͢ ɹɾग़ྗ͸υϥϑτͱͯ͠ѻ͍ɺਓ͕ؒલఏɾࣄ࣮ɾ඼࣭ΛϨϏϡʔ͢Δ ɹɾςϯϓϨʗܕԽͯ͠࠶ݱੑΛ্͛ɺݕূαΠΫϧΛ୹ॖ͢Δ ɹਓؒʹ͔͠Ͱ͖ͳ͍͜ͱʹूத͢Δ
 ɹɾʮԿΛ࡞Δ͔ʗͳͥ࡞Δ͔ʯͷҙࢥܾఆͱ༏ઌॱҐ෇͚ʹ࣌ؒΛ࢖͏ ɹɾτϨʔυΦϑ൑அɺϦεΫڐ༰ɺઆ໌੹೚ʢೲಘײͷ୲อʣΛ୲͏ ɹɾҰ࣍৘ใͷղऍͱ߹ҙܗ੒Ͱɺ੒ՌΛ૊৫ͱͯ͠લʹਐΊΔ