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生成AIが科学とRAにもたらしていること:メタサイエンスの視点から

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 生成AIが科学とRAにもたらしていること:メタサイエンスの視点から

2026年6月30日にRA協議会・テーマ別勉強会「生成AIとURA業務」ミニシンポジウムにて発表した内容の資料です。

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Ryuichi Maruyama

June 30, 2026

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  1. 20260630ɹ ؙࢁࢿྉ 2010-2012 ౦ژ޻ۀେֶ ૯߹ཧ޻ֶݚڀՊ म࢜ʢ޻ֶʣ 2012-2020 ৿๺ग़൛גࣜձࣾ ॻ੶ฤूऀ 2020-2024

    Պֶٕज़ৼڵػߏ ݚڀ։ൃઓུηϯλʔ ϑΣϩʔ • ओஶϨϙʔτɿʰ֦ு͢Δݚڀ։ൃΤίγεςϜʱʢ2023.03ʣͳͲ • ڞஶϨϙʔτɿʰ࣍ੈ୅AIϞσϧͷݚڀ։ൃʱʢ2024.03ʣͳͲ 2024 Ұൠࣾஂ๏ਓAIΞϥΠϝϯτωοτϫʔΫࣄ຿ہ্ཱͪ͛ ϝλαΠΤϯεݚڀձ্ཱͪ͛ิॿ 2025.04ʙ AIελʔτΞοϓ ޿ใνʔϜॴଐϥΠλʔ ڞஶॻʰݱ୅ࣾձΛੜ͖ΔͨΊͷ AI×఩ֶʱ ʢ୩ޱ஧େɾླ໦و೭ɾؙࢁོҰʣ ژ౎େֶ౷߹ܕෳ߹Պ໨ʮਓ޻஌ೳͱਓؒࣾձʯʢ2026.04~ʣࢦఆڭՊॻ ؙࢁོҰ ɹMARUYAMA Ryuichi 2 Պֶίϛϡχέʔγϣϯ + ݚڀίϛϡχςΟӡӦ ʹ޿ٛͷݚڀΞυϛχετϨʔγϣϯʁ
  2. 20260630ɹ ؙࢁࢿྉ ໨࣍ 1. ϝλαΠΤϯεӡಈͱ͸Կ͔ ɹถӳΛத৺ʹ޿͕ΔɺՊֶΛ“ΑΓΑ͘͢Δ”ͨΊͷݚڀˍ࣮ફͷϜʔϒϝϯτ 2. ϝλαΠΤϯε × AI

    for Science ੜ੒AI͸ɺ͍·Պֶͷલఏ৚݅Λ΋ͬͱ΋ٸ଎ʹม͑ͭͭ͋ΔҼࢠ 3. ใࠂɿAI for RA ษڧձ ݚڀࢧԉʢRAʣۀ຿ͱAI ― ୈ7ճϝλαΠΤϯεษڧձʢ2026.5ʣΑΓ
  3. 20260630ɹ ؙࢁࢿྉ ໨࣍ 1. ϝλαΠΤϯεӡಈͱ͸Կ͔ ถӳΛத৺ʹ޿͕ΔɺՊֶΛ“ΑΓΑ͘͢Δ”ͨΊͷݚڀˍ࣮ફͷϜʔϒϝϯτ 2. ϝλαΠΤϯε × AI

    for Science ੜ੒AI͸ɺ͍·Պֶͷલఏ৚݅Λ΋ͬͱ΋ٸ଎ʹม͑ͭͭ͋ΔҼࢠ 3. ใࠂɿAI for RA ษڧձ ݚڀࢧԉʢRAʣۀ຿ͱAI ― ୈ7ճϝλαΠΤϯεษڧձʢ2026.5ʣΑΓ
  4. 20260630ɹ ؙࢁࢿྉ ϝλαΠΤϯεͱ͸ʁ ఻౷తϝλαΠΤϯε˞ • ՊֶΛݚڀର৅ʹ͢Δॾֶ໰ ◦ ྫɿՊֶ఩ֶɾՊֶ࢙ɾSTS • Պֶԣஅతͳํ๏࿦Λࢦ͢͜ͱ΋

    ◦ ྫɿ౷ܭֶ΍৘ใֶͳͲ ࡢࠓͷϝλαΠΤϯεʮӡಈʯ • ՊֶͷΑΓΑ͍ӦΈΛ໨ࢦ͢ݚڀˍ࣮ફ • 2010೥୅ޙ൒ʙถࠃɾӳࠃΛத৺ʹىͬͨ͜ • disciplineͰ͸ͳ͘“movement” ※఻౷తϝλαΠΤϯεͷ༻ޠ͸ɺ ϝλαΠΤϯεݚڀձͷਗ਼ਫӈڷࢯʹΑΔɻ
  5. 20260630ɹ ؙࢁࢿྉ ϝλαΠΤϯεӡಈͷ͓͜Γ • ୈ1ճMetascience Conference: 2019೥9݄ɺ ελϯϑΥʔυେֶͰ։࠵ • NSF,

    DARPA, Sloanࡒஂ, Wellcome Trust, Facebook, Y combinatorͳͲ͕ࢀՃɻ ͦͷޙɺ੓ࡦతͳಈ͖ʹ 2010೥୅ऴ൫ʹొ৔
  6. 20260630ɹ ؙࢁࢿྉ ͳͥϝλαΠΤϯε͕΋Γ͕͋Δͷ͔ʁ ͳͥϝλαΠΤϯεʹ஫໨͕ू·Δͷ͔ʁɹ 1. ֦େ͢ΔRˍDެత౤ࢿͷΠϯύΫτͷઆ໌΁ͷཁٻ 2. Պֶͷఀ଺΁ͷݒ೦ 3. RˍDγεςϜͷඇޮ཰ੑͷݒ೦

    4. ࠶ݱੑɾݚڀΠϯςάϦςΟ໰୊ 5. ֶज़ίϛϡχέʔγϣϯͷ؀ڥมԽ 6. ݚڀ؀ڥͷ՗྽ԽͱՊֶత୎ӽੑʢexcellenceʣͷ໰͍௚͠ 7. AIͳͲΛ࢖ͬͨ৽ͨͳݚڀධՁͷՄೳੑ Research on Research Institute Executive Director, James Wilsdonࢯͷઆ໌ɹग़యɿhttps://doi.org/10.6084/m9.figshare.27850683.v1 https://researchonresearch.org/team/james-wilsdon /
  7. 20260630ɹ ؙࢁࢿྉ Ұͭͷಛ௃ɿଟ༷ͳηΫλʔ͔Βͷࢀೖ “ϝλαΠΤϯε” ՊֶΛର৅ͱ͢Δ ॾ෼໺ͷݚڀऀ Պֶٕज़ࣾձ࿦ɺՊֶ࢙ɺՊ ֶ఩ֶɺetc. ֤෼໺ͷՊֶऀ ࣗ਎ͷ෼໺ͷ݈શੑʹ͍ͭͯ໰୊ҙ͔ࣝ

    Βɻ৺ཧֶ΍όΠΦϝσΟΧϧܥ͕ଟ ͍ɻ σʔλαΠΤϯςΟετ ఆྔతͳՊֶͷݚڀΛຊۀͱͯ͠ख͕͚Δݚ ڀऀɻ ՊֶͷมֵΛ୲͏ ৽ڵاۀɾΞϯτϨϓϨφʔ ՊֶͷγεςϜతͳվળɾมֵΛ໨ࢦ͢ɻ ຽؒࢿۚఏڙऀ ʢϑΟϥϯιϩϐʔʣ ϝλαΠΤϯεͷ஌ݟར༻ͱɺϝλαΠΤϯεࣗମͷଅਐʹؔ৺ɻ ੓ࡦཱҊऀɾެతॿ੒ػؔ ΑΓΑ͍੓ࡦཱҊ΍ࣄۀઃܭͷͨΊͷϝ λαΠΤϯε஌ݟ΁ͷظ଴ɻ
  8. 20260630ɹ ؙࢁࢿྉ “ϝλαΠΤϯε” ϝλαΠΤϯεӡಈͱ͸ ࢀߟจݙɿPeterson & Panofsky (2023). Metascience as

    a scientific social movement. ࠶ݱੑͷةػ ֶज़৘ใͷ ϏοάσʔλԽ ΦʔϓϯαΠΤϯε ӡಈ “Meta-research” “Science of Science” “Research on Research” Պֶͷ◦◦ֶ • STS • Պֶ࢙ɾՊֶ఩ֶ • Πϊϕʔγϣϯݚڀ • Պֶܭྔֶ • STI੓ࡦݚڀ … ݚڀΤίγεςϜมֵΛ୲͏اۀ΍ ΞϯτϨϓϨφʔ ֤υϝΠϯͷՊֶ • ৺ཧֶ • ੜ෺ֶ • ҩֶ • ࣾձՊֶ • … എܠ ϝλαΠΤϯεӡಈΛߏ੒͢Δ΋ͷ ڞ༗͞Εͨ໨త هड़తଆ໘ ෳࡶԽ͢ΔʮࣾձతӦΈ ͱͯ͠ͷՊֶʯΛཧղ͢ Δ ࣮ફతଆ໘ ͦͷ஌ݟΛੜ͔ͯ͠ʮࣾ ձతӦΈͱͯ͠ͷՊֶʯ ΛΑΓྑ͘ม͑Δ 2000೥୅ޙ൒~ σʔλαΠΤϯ ςΟετ ϑΟϥϯιϩϐʔ ͔Βͷ౤ࢿ ֤ࠃ੓෎΋ ʮϝλαΠΤϯεʯͷϥϕϧΛ࠾༻
  9. 20260630ɹ ؙࢁࢿྉ ςʔϚͷྫɿLottery Fundingʢແ࡞ҝநग़ܕࢿۚ഑෼ʣ ͳͥແ࡞ҝͳͷ͔ • ϐΞϨϏϡʔʹΑΔॿ੒৹ࠪͷ໰୊఺ɿਃ੥ॻ࡞੒ ͷίετɺ৹ࠪʹ͓͚ΔอकόΠΞεͳͲ ϝλαΠΤϯεʹΑΔݕূ •

    ͦͷରࡦͱͯ͠RoRI౳͸෦෼తͳແ࡞ҝநग़ partial randomization ͷޮՌݕূΛଓ͚͖ͯͨ ೔ຊͰ΋... • SPReAD 1000Ͱ͸ɺʮແ࡞ҝநग़΍AIͷิॿత ׆༻ͳͲɺػಈత͔ͭ௅ઓతͳ৹ࠪख๏Λಋೖʯ • ʮݚڀධՁٴͼࢿۚ഑෼ख๏ͷվળʹࢿ͢Δ஌ݟ Λ֫ಘ͠ɺࠓޙͷݚڀධՁγεςϜ౳ͷݕ౼ʹ΋ ׆༻͢Δʯ
  10. 20260630ɹ ؙࢁࢿྉ ୈ7ظՊֶٕज़ɾΠϊϕʔγϣϯجຊܭը ୈ1ষ 6.ୈ̓ظجຊܭըͷํ਑ ʢ3ʣՊֶٕज़ɾΠϊϕʔγϣϯ੓ࡦͷਪਐʹ ࡍͯ͠ͷཹҙࣄ߲ “͜͏ͨ͠Պֶٕज़ɾΠϊϕʔγϣϯʹؔ͢Δ ׆ಈͷมԽʹՃ͑ͯɺՊֶͦͷ΋ͷʹ͍ͭͯ Պֶతख๏Λ༻͍ͯݚڀର৅ͱ͢ΔϝλαΠ

    ΤϯεɺαΠΤϯεΦϒαΠΤϯεͱ͍ͬͨ ݚڀ͕ਐΊΒΕ͍ͯΔɻ͜͏ͨ͠஌ݟΛ౿· ͑ɺਓྨͷ஌త׆ಈͱͯ͠ͷՊֶͷଟ༷ͳ໘ ͰͷޮՌ೺Ѳ΍ɺݚڀධՁͷࡏΓํʹ͍ͭͯ ਵ࣌ݟ௚͍ͯ͘͜͠ͱ͕ඞཁͰ͋Δɻ”
  11. 20260630ɹ ؙࢁࢿྉ ໨࣍ 1. ϝλαΠΤϯεӡಈͱ͸Կ͔ ถӳΛத৺ʹ޿͕ΔɺՊֶΛ“ΑΓΑ͘͢Δ”ͨΊͷݚڀˍ࣮ફͷϜʔϒϝϯτ 2. ϝλαΠΤϯε × AI

    for Science ੜ੒AI͸ɺ͍·Պֶͷલఏ৚݅Λ΋ͬͱ΋ٸ଎ʹม͑ͭͭ͋Δ 3. ใࠂɿAI for RA ษڧձ ݚڀࢧԉʢRAʣۀ຿ͱAI ― ୈ7ճϝλαΠΤϯεษڧձʢ2026.5ʣΑΓ
  12. 20260606ɹ ؙࢁࢿྉ AI for Science͸ۃΊͯඇఆৗ Lu, C., Lu, C., Lange,

    R.T. et al. Towards end-to-end automation of AI research. Nature 651, 914–919 (2026). https://doi.org/10.1038/ s41586-026-10265-5 Պֶऀͱͯ͠ͷAIͷ࣮ྗ͸ࢭ·Δ͜ͱͳ͘޲্ • AIͷมԽ͕ɺScienceͷมԽΑΓ΋଎͍ɻ • ୭΋“AI-Ready” ʹͳΜͯͳΕͳ͍ɻ
  13. 20260630ɹ ؙࢁࢿྉ ੓ࡦͷϦΞΫγϣϯɿAIϝλαΠΤϯςΟετҭ੒ Metascience and AI Fellowship UKRI Metascience Grants

    • AI࣌୅ͷՊֶͷϝλαΠΤϯεݚڀ΁ͷάϥϯτ • 2024೥ͷRound 1͸23݅࠾୒ɻςʔϚྫɿAI Peer Review/ AI-Assisted Integrity Assessment of RCTs • 2026೥ͷRound 2 ʢ£600ສʣ: ςʔϚ͸AIϝλα ΠΤϯεɺݚڀػؔઃܭɺαΠΤϯτϝτϦΫε • ʮAI͕Պֶͷϓϩηεɾೝࣝ࿦ɾΤίγεςϜ ʹ༩͑ΔӨڹʯʹಛԽͨ͠ϑΣϩʔγοϓ • Sloan Foundation/UKRI/SSHRCͷڞಉʹΑΔ2 ೥ؒͷϑΝϯυ • ର৅ɿ఩ֶɾՊֶࣾձֶɾϝλαΠΤϯεઐ໳ ͷPhDऔಘࡁएख
  14. 20260630ɹ ؙࢁࢿྉ • WCRIɿݚڀެਖ਼ʹؔ͢Δੈքձٞ (2026೥5݄)Ͱ ͸ɺ3ຊͷϝΠϯςʔϚͷච಄ͱͯ͠ʮAIͷϦεΫ ͱศӹʯΛٞ࿦ • ʮGlobal Reporting

    Standard for AI Disclosure in ResearchʯΛࡦఆதɻ • ʮAIར༻ͷ୤εςΟάϚԽʯΛૂ͏ɻ https://council.science/wp-content/uploads/2025/12/WCRI-AI-Disclosure-preparatory-reading.pdf ؙࢁོҰ / ੜ੒AI × ϝλαΠΤϯε × ΦʔϓϯαΠΤϯε 10 ֶձͷϦΞΫγϣϯʢྫʣ
  15. 20260630ɹ ؙࢁࢿྉ AIτοϓΧϯϑΝϨϯεͰى͍ͬͯ͜Δ͜ͱ ձٞ Կ͕ߦΘΕ͔ͨ NeurIPS 2025 • ࠾୒࿦จ5,290ຊத4,841ຊΛGPTZero͕εΩϟϯ •

    3ʙ5໊ͷઐ໳ՈࠪಡΛܦͨ࠾୒࿦จ53ຊʹݬ֮Ҿ༻100݅ʢ໿1%ʣ͕ࠞೖʢGPTZero reportʣ NeurIPS 2026 • LLMࢧԉࠪಡͷޮՌɾϦεΫΛେن໛RCTͰݕূத ɾ৹ࠪһΛ࿦จ͝ͱʹ3৚݅ʹϥϯμϜׂ౰ɿ(1) LLMࢧԉͳ͠ɺ(2) ࣗ༝ܗࣜLLMࢧԉɺ(3) ߏ଄ԽLLMࢧԉ ICLR 2026 • ౤ߘશ19,490ຊɾࠪಡ75,800݅ΛPangram͕εΩϟϯ • ࠪಡͷ21%ʢ໿15,899݅ʣ͕׬શAIੜ੒ͱ൑ఆʢPangram Labsʣ ICML 2026 • ʮ૬ޓ৹ࠪʢreciprocal reviewʣʯ੍Λಋೖɿ౤ߘऀશһʹࠪಡ΋՝͢ • Policy AʢLLMશ໘ېࢭʣ·ͨ͸Policy BʢݶఆతڐՄʣΛࣄલಉҙɻෆՄࢹͷϓϩϯϓτΠϯδΣΫγϣϯΛ౤ ߘPDFʹ࢓ࠐΈAIੜ੒ϨϏϡʔΛݕग़ • Policy Aબ୒ऀ506໊ɾ795݅ͰLLM࢖༻Λݕग़ • 497ຊʢશ౤ߘͷ໿2%ʣΛσεΫ٫ԼʢICMLެࣜ੠໌ʣ AAAI 2026 • ຊτϥοΫશ22,977ຊʹAIࠪಡΛ1݅ͣͭࣗಈੜ੒͢Δ࣮ݧ ϝλαΠΤϯεత“ΧΦε”ͱ“࣮ݧ”ͷ࠷લઢͱͯ͠ͷAIτοϓΧϯϑΝϨϯε
  16. 20251114ɹ ؙࢁࢿྉ • 2025೥12݄ɺopenRxivʢbioRxivʗmedRxivӡӦʣ ͕AIੜ੒ͱࢥΘΕΔ࿦จͷٸ૿Λड͚ɺϓϨϓϦ ϯτ΁ͷࣗಈϑΟʔυόοΫΛੜ੒͢ΔAIϨϏϡ ʔπʔϧಋೖΛൃදɻ • 2026೥2݄ɺArXiv͕શ౤ߘʹӳޠ൛ʢݪޠ·ͨ͸ ຋༁ʣͷఴ෇ΛٻΊΔϙϦγʔΛࢪߦɻ

    • 2026೥5݄ɺArXiv͕AIʹΑΔϋϧγωʔγϣϯࢀ ߟจݙ΍ɺ໌നͳੜ੒AI࢖༻ࠟ੻ΛؚΉ౤ߘʹͭ ͍ͯɺஶऀΛ1೥ؒ౤ߘېࢭͱ͢Δݫേํ਑΁ɻ ʢҰ෦෼໺Ͱʣpreprint & ࠪಡΛ࣠ͱ͢Δֶज़৘ใྲྀ௨ͷ“ऴΘΓͷ࢝·Γ”ʁ ྫɿҰ෦෼໺ͷֶज़৘ใྲྀ௨Ͱى͍ͬͯ͜Δ͜ͱ
  17. 20260606ɹ ؙࢁࢿྉ ֶज़ग़൛ͷະདྷ͸Ͳ͜ʹʁɹҰͭ͸ɺblogͱXʹɻ ICLR࿦จɺஶऀͷπΠʔτʹΑΔ঺հ ~ 1000 views ձٞऴྃޙɺSakana AIͰϒϩάԽʴ πΠʔτɿ

    ~ 80ສ view (Elon Musk΋൓Ԡʣ ࿦จࢽ΍ձٞͰ͸ͳ͍ͱ͜ΖͰֶज़৘ใͷൃݟɺ ධՁɺҾ༻͕ߦΘΕ͍ͯΔɻ
  18. 20260630ɹ ؙࢁࢿྉ ໨࣍ 1. ϝλαΠΤϯεӡಈͱ͸Կ͔ ถӳΛத৺ʹ޿͕ΔɺՊֶΛ“ΑΓΑ͘͢Δ”ͨΊͷݚڀˍ࣮ફͷϜʔϒϝϯτ 2. ϝλαΠΤϯε × AI

    for Science ੜ੒AI͸ɺ͍·Պֶͷલఏ৚݅Λ΋ͬͱ΋ٸ଎ʹม͑ͭͭ͋ΔҼࢠ 3. ใࠂɿAI for RA ษڧձ ݚڀࢧԉʢRAʣۀ຿ͱAI ― ୈ7ճϝλαΠΤϯεษڧձʢ2026.5ʣΑΓ
  19. 20260630ɹ ؙࢁࢿྉ AI for RAษڧձ ”AI for Science΁ͷؔ৺͕ߴ·͍ͬͯΔࡢࠓɻݚڀͷຊମ ΑΓ΋ઌʹAIʹ΍ͬͯ΄͍͜͠ͱ͕ͳ͍Ͱ͠ΐ͏͔ʁɹݚ ڀඅਃ੥΍ใࠂॻͷ࡞੒ɺֶձɾΠϕϯτӡӦͱ͍ͬͨɺ

    ݚڀΞυϛχετϨʔγϣϯۀ຿Ͱ͢ɻ ࠓͷݚڀऀ΍URAɺݚڀॴͷελοϑ͸ͱͯ΋๩͘͠ɺຫ ੑతʹελοϑ͸ෆ଍͠ɺೣͷख΋आΓ͍ͨͷ͕ݱঢ়ͳ͸ ͣɻ͜͏ͨ͠ݚڀΞυϛχετϨʔγϣϯʢRAʣͷྖҬ ͦ͜ɺAI͕ྗΛൃشͰ͖ΔͷͰ͸ͳ͍Ͱ͠ΐ͏͔ɻ …Ұ౓ؔ৺ͷ͋Δਓ͕ू·ͬͯ৘ใڞ༗Ͱ͖Δ৔Λͭ͘Γ ͍ͨͱࢥ͍ɺ͜ͷษڧձΛاը͠·ͨ͠ɻ”
  20. 20260630ɹ ؙࢁࢿྉ AI for RA ษڧձʢୈ7ճϝλαΠΤϯεษڧձʣ ςʔϚɿʮAI for RA ―

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  21. 20260630ɹ ؙࢁࢿྉ AI for RAษڧձͰͷ࿩୊ྫ • RAۀ຿ͷ஌ݟΛ“εΩϧ”ͱͯ͠هड़ɾڞ༗͢Δ AIʹ౉ͤΔܗʹʢߴ໦ࢯʗGitHub: ra-skillsʣ •

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