Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
狙いはボトルネックだ!小さい課題には目もくれるな / xpjug
Search
Recruit
PRO
September 17, 2021
Technology
1.9k
6
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
狙いはボトルネックだ!小さい課題には目もくれるな / xpjug
XP祭り2021(
https://xpjug.connpass.com/event/218516/)での、前田・高橋の登壇資料となります
。
Recruit
PRO
September 17, 2021
More Decks by Recruit
See All by Recruit
自律型 AI をセキュアに実装!Gemini と MIG で作る動的コード実行環境
recruitengineers
PRO
1
84
Google Cloud Next Tokyo 26登壇時のスクリプト
recruitengineers
PRO
0
73
つくって納得、つかって実感! 大規模言語モデルことはじめ ver2.0
recruitengineers
PRO
6
2.7k
ブラウザ研修 2026
recruitengineers
PRO
8
1.9k
事業価値と Engineering 2026年度版
recruitengineers
PRO
59
30k
トヨタ⽣産⽅式(TPS)⼊⾨
recruitengineers
PRO
3
1.5k
JavaScript 研修 (2026)
recruitengineers
PRO
2
920
TypeScript入門 2026
recruitengineers
PRO
3
1.6k
モダンフロントエンド 開発研修
recruitengineers
PRO
4
1.3k
Other Decks in Technology
See All in Technology
AI Made Us Faster at Solving the Wrong Problems
marceloancelmo
0
150
IR Today: Theory, Practice, and Agents
dtunkelang
0
330
検証フェーズはAIの回答を判断するための学習機会
toru_kubota
2
380
メルカリにおけるAI時代の高速プロトタイピング基盤「Arca」
ryotarai
18
14k
スキルを作る、その前に!複数人で使われるスキルを 作るためのプロセス
junkifurukawa
2
180
『GOエコノミー 』(相乗りサービス) におけるスペック駆動開発
mot_techtalk
1
220
雪かき部 #7 もう怖くない!SELECT文!
foursue
0
270
Oracle Base Database Service 技術詳細
oracle4engineer
PRO
16
120k
20260929_AmazonGuardDutyの検出通知メールにAWS DevOpsAgentの調査結果を追加する
yhana
1
420
AIは爆速なのに、私が詰まっていた話 ― 音声入力と鳴くマスコットでボトルネックを削る
yama3133
0
400
オブザーバビリティを高める AI エージェント体験を考える / Designing AI Agent Experiences That Enhance Observability
aoto
PRO
2
220
[2026 Oracle Technical Deep Dive] エンタープライズAIエージェントを支えるOCIソリューション。ラインナップと特徴を理解しよう! (2026年9月17日開催)
oracle4engineer
PRO
0
280
Featured
See All Featured
The Curse of the Amulet
leimatthew05
3
15k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
420
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
inesmontani
PRO
3
3.7k
sira's awesome portfolio website redesign presentation
elsirapls
0
430
Applied NLP in the Age of Generative AI
inesmontani
PRO
4
2.5k
Keith and Marios Guide to Fast Websites
keithpitt
413
23k
Digital Ethics as a Driver of Design Innovation
axbom
PRO
1
440
Joys of Absence: A Defence of Solitary Play
codingconduct
1
530
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
baasie
1
550
Scaling GitHub
holman
464
140k
Building AI with AI
inesmontani
PRO
1
1.3k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
17k
Transcript
ૂ͍ϘτϧωοΫͩʂ খ͍͞՝ʹ͘ΕΔͳ ʙλϯϫʔΫ8&#νʔϜͷվળͷيʙ 91ࡇΓ
͜Μʹͪʂ
ࣗݾհ ߴڮཅଠ !1PPI4VOOZ גࣜձࣾϦΫϧʔτʜʢ͍ͷͰུʣͷάϧʔϓϚωʔδϟʔ લాͷલϦʔμʔ
։ൃݱͷ՝ɺ͍ͬͺ͍͋Γ·͢ΑͶʁ Ҋ݅ͷ༏ઌ͕ෆ໌֬ όάରԠʹΑΔࠩ͠ࠐΈ࡞ۀͷൃੜ ςετͷඞཁेੑ Խ͠ܗ֚Խͨ͠υΩϡϝϯτ είʔϓΛՔಈͰΧόʔ͢Δ Ҿ͖ܧ͗࿈ܞͷൈ͚࿙Ε ӨڹൣғͷಡΊͳ͍ϓϩάϥϜ ϑϥδϟΠϧͳςετ ೲظͱमਖ਼࣭ͷτϨʔυΦϑߟྀ
ٕज़తෛ࠴ αΠτύϑΥʔϚϯεԆ ։ൃʹඞཁͱͳΔେͳࣝɺͦͯͦ͠ͷෆ ϦϦʔε͕ͨ͠ར༻͞Ε͍ͯͳ͍ػೳ IUUQTXXXqJDLSDPNQIPUPT!/JOQIPUPMJTU6N18CBZ&(D/JCF#%#&CG3T[CF"-ZHJERHJE2HJEZNK&;%+OW5FCLNGIB8U)2LH1$K/HFI)%B D#+$7/K92:(&L)ZONN$WE&KYLNCF$P1IY1U[J25CE[%CN;3"-&$2$4JG:ZOG:ZJBBCTZJKP(%RPDF#(6%2W$1/+F[,[FH;REEL7/6HT+$L:F,L.[W%/#PW",2TF RVFC,NPKCRQH";Q16%CH16%C1)N4+YRQH
ͲΕ͔Βղܾ͖͢ͳͷ͔Έ·ͤΜ͔ʁ IUUQTXXXqJDLSDPNQIPUPTBOFNPOFQSPKFDUPSTJOQIPUPMJTUBV24:[C-4BK/ZLD;JTLNG8[53)'$)U-8;[YI$3N".(BV9S1"FKTUSRZ(5WPP(:8 N;XG.#9"ON6(F,462ZG,+DLXGV.NO'WF:EG-DSTB)OP.$2,ZS2'I3I$6ES/U+FCJSUPIP:3#C:[F2IJ/&YBT/O1H$2K&(&G[L)OY/'O'Y,C$GU:42:LC )HQ"GIDWB2NFK-61K"%#.%1%,+42UT[$'+:XB%F"99YVNO:K1&XW92NV):NC&(OU
͜ͷηογϣϯͰ զʑ͕Ͳ͏՝ΛબΜͰɺ վળ͍ͯͬͨ͠ͷ͔Λ͓͍͖͑ͯ͠·͢ɻ
զʑͳͥ͜͜ʹ͍Δͷ͔ IUUQTXXXqJDLSDPNQIPUPTXFMJLFTIBSJOHJOQIPUPMJTUL4I2XZB$9F&QSKXK(EU)%I(N$-G.&&('8XS8E'SCZ((EU.KZT'N(3'SO&S3XIGO(EU'DZ'SOQ)HR+5)EPOT(p%BU6p%CSIF;Q3YE"%. )EO1T&J$[HP,+K)HJKLW(N79#JJYV(L5H-(3I+&(3B:R(N)HW1C6,(3C8X41FFJI1FF6)3[$COX&"4:J"&:#NH/H)ES(UXE%(&+U)EVFZ1FFDX)BOB57)HJ-QBX'TW%UZX:E)H4(L1)"N )EPE48(L2CT:
IUUQTTQFBLFSEFDLDPNSFDSVJUFOHJOFFSTCVTJOFTTWBMVFBOEFOHJOFFSJOH TMJEF Ϗδωεߏͷཧղ͔Β࢝ΊΔ
IUUQTTQFBLFSEFDLDPNSFDSVJUFOHJOFFSTCVTJOFTTWBMVFBOEFOHJOFFSJOH TMJEF Ϗδωεߏ্ͷզʑͷνʔϜ ͜ͷνʔϜͷ
ٻਓใʹର͢ΔίϯόʔδϣϯϨʔτͷվળ ྑ͍69վળΛࢥ͍͍ͭͯ ͦΕΛ࡞Δ͚ͩͩʂ؆୯ͩͶʂ
ٻਓใʹର͢ΔίϯόʔδϣϯϨʔτͷվળ ྑ͍69վળΛࢥ͍͍ͭͯ ͦΕΛ࡞Δ͚ͩͩʂ؆୯ͩͶʂ ͦΜͳ͜ͱͳ͍
ͦͦΞΠσΞͷՁࢼ͞ͳ͍ͱΘ͔Βͳ͍ʢͦͯ͠ޭͷӄʹʜʣ IUUQTXXXBNB[PODPKQEQ#;517;( ɾ.JDSPTPGUͰςετ͞ΕͨΞΠσΞͷ͏ͪɺվળΛࣔ͢ϝτϦΫεΛ࣮ࡍʹվળ Ͱ͖ͨͷͷʹա͗ͳ͍ ɾ#JOH(PPHMFͷΑ͏ͳଟ͘ͷ࣮ݧʹΑΓ࠷దԽ͞ΕͨྖҬͰɺޭΛݟͭ ͚Δͷ͞Βʹ͘͠ɺΞΠσΞͷޭʙͰ͋Δ ɾʮ͋͠ͳ͕࣮ͨݧओಋͷνʔϜʹ͍ΔͳΒɺͷࣄ͕ࣺͯΒΕΔ͜ͱʹ׳ Ε͍ͯͩ͘͞ɻͦΕʹԠͯ͡ϓϩηεΛߏங͠·͠ΐ͏ʯ ͍͔ʹʮࢼߦճΛ૿͔͢ʯ ʮૣ͘ࣄ࣮ʢֶͼʣΛݕग़͢Δ͔ʯ͕
ϙΠϯτ
྆ํܭଌͯ͠ΈΔͱɺ྆ํͱ՝͕͋ΔͱΘ͔Δ IUUQTTQFBLFSEFDLDPNQPPITVOOZEFWTVNJ
ͦΕҎ্Θ͔Βͳ͍ͱ͖ɺηοτϕʔεతʹߟ͑Δ IUUQTXXXTMJEFTIBSFOFUJLFZEFWTVNJ
ཁ͢ΔʹʮʢϦιʔεͷൣғͰʣࢥ͍͍ͭͨ͜ͱશ෦Δʯ IUUQTTQFBLFSEFDLDPNQPPITVOOZEFWTVNJ
Ͳ͏͔ͯͭͬ͑͠ΔϙΠϯτʢϘτϧωοΫʣͷൃݟͱରࡦ IUUQTTQFBLFSEFDLDPNQPPITVOOZEFWTVNJ
Α͘৮Δ෦ͷϑϩϯτΤϯυͷϦΞʔΩ IUUQTDPEF[JOFKQBSUJDMFEFUBJM
ϦʔυλΠϜ͘ͳΓ ֶͼͷग़ྗ૿͑ग़͢
զʑͷઓͬͱ͔ͬͨ
ݟํΛม͑ͯ""333ϞσϧͰݟͯΈΔͱ IUUQTXXXTMJEFTIBSFOFUJLFZTT
ݟํΛม͑ͯ""333ϞσϧͰݟͯΈΔͱ IUUQTXXXTMJEFTIBSFOFUJLFZTT զʑ͕͜͜· ͰऔΓΜͰ ͖ͨͱ͜Ζ ຊͷઓ
IUUQTXXXqJDLSDPNQIPUPTTFPQMBOUFSJOQIPUPMJTUDOG'/&DOG&,DOG'PTEFV9SDOG&3"D37(IDOG'7TDOG'E4[IGDOG&.R,O-[1B/KT[Z.%7F DOG''GS:EPU"6&YDOG'+XU;FDDOG'L6DOG'$K7ZBE'Q(7DOG'/+32F6CX2L8%$4K,KID1F96;CO)#1[J-Q7ZKYU(W;CQ%PCL5E; HV(+[I8USZUL)-U8U7"8[N.,,(8Z8[N)8%$9&8[N+)8[NY1#V;48[N%W8[N".8[NXY8%$;T
(PPHMF4QFFE6QEBUFରԠ αΠτͷߴԽ IUUQTDPEF[JOFKQBSUJDMFEFUBJM
ϖʔδͷಡΈࠐΈ࣌ؒΛݮ͠ɺϘτϧωοΫղফ IUUQTDPEF[JOFKQBSUJDMFEFUBJM Q
͜͜·Ͱ͖ͬͯͨ͜ͱ ๏Ϗδωεߏͷཧղ͔Βɺվળͷํੑͷཧղ ๏։ൃϓϩηεͷνϡʔχϯάʢखͨΓ࣍ୈʣ ๏ϑϩϯτΤϯυͷϦΞʔΩ ๏$44ͷܰྔԽʹΑΔαΠτεϐʔυͷվળ ͯ͞ɺ࣍ʁ
ࢲͨͪͬͱૣ͘࡞ΕΔΜ͡Όͳ͍͔ͳʁ ʢϨϕϧΛ্͛ͯཧͰԥΕʣ
৽ͨͳΔϘτϧωοΫ ϦϦʔε͕ྃͨ͠ɺ "#ςετ͕։࢝Ͱ͖ͳ͍ ͷ͕ൃੜ Ҋ͕݅اը͞Ε͔ͯΒϦϦʔε͞Εɺֶͼ͕ੳ͞ΕΔ·Ͱͷྦྷੵϑϩʔਤ
ࠓ·Ͱ։ൃ͕ϘτϧωοΫ 1-"/ %&7 "ը໘.FBTVSF #ը໘.FBTVSF $ը໘.FBTVSF ɾ ɾ ɾ Ҋ݅
Ҋ݅ Ҋ݅ ։ൃணखͰ͖ͳ͍ Ҋ݅ͷཹ
"#ςετͷʮ͍ͬͨͳ͍ʯ͕ൃੜ 1-"/ %&7 Րྗˢˢ "ը໘.FBTVSF #ը໘.FBTVSF $ը໘.FBTVSF ɾ ɾ ɾ
։ൃணखͰ͖ͳ͍ Ҋ݅ղফ Ҋ݅ Ҋ݅ Ҋ݅ Ҋ݅ ಉ͡ ը໘ͷݕূ͕ཹͯ͠ݕ ূ͕ͪൃੜ ݕূ͍ͯ͠ͳ͍ը ໘ͷൃੜ
ݕূʢ"#ςετʣͷʮՔಇʯվળΛࢦ͢ 1-"/ %&7 Րྗˢˢ "ը໘.FBTVSF #ը໘.FBTVSF $ը໘.FBTVSF ։ൃணखͰ͖ͳ͍ Ҋ݅ղফ Ҋ݅
Ҋ݅ Ҋ݅ .&$&ͳঢ়ଶΛࢦ͢
ݕূʢ"#ςετʣͷʮՔಇʯվળΛࢦ͢ 1-"/ %&7 Րྗˢˢ "ը໘.FBTVSF #ը໘.FBTVSF $ը໘.FBTVSF ։ൃணखͰ͖ͳ͍ Ҋ݅ղফ Ҋ݅
Ҋ݅ Ҋ݅ .&$&ͳঢ়ଶΛࢦ͢ ߴ
ߴᶃQVMMܕͷύϥμΠϜγϑτʢܭըۦಈʣ 1-"/ "ը໘.FBTVSF #ը໘.FBTVSF $ը໘.FBTVSF ɾ ɾ ɾ Ҋ݅ Ҋ݅
Ҋ݅ %&7 Ҋ݅ ᶃ.FBTVSF͕͍ͭࠒ ऴΘΓͦ͏͔ΛϞχ λϦϯάͯ͠ ᶄͦͷը໘ʹؔΘΔ Ҋ݅ͷ։ൃϦʔυλ ΠϜΛ༧ଌͯ͠ ᶅదͳॱ൪ʹʮ࣍ ԿΔ͔ʯΛܾΊΔ ٯࢉͯ͠ܭը
ߴᶄQVMMܕͷύϥμΠϜγϑτʢܭըۦಈʣ 1-"/ "ը໘.FBTVSF #ը໘.FBTVSF $ը໘.FBTVSF ɾ ɾ ɾ Ҋ݅ Ҋ݅
Ҋ݅ %&7 Ҋ݅ ᶃ.FBTVSF͕͍ͭࠒ ऴΘΓͦ͏͔ΛϞχ λϦϯάͯ͠ ᶄͦͷը໘ʹؔΘΔ Ҋ݅ͷ։ൃϦʔυλ ΠϜΛ༧ଌͯ͠ ᶅదͳॱ൪ʹʮ࣍ ԿΔ͔ʯΛܾΊΔ ٯࢉͯ͠ܭը
ܹϜζᶄίϯτϩʔϧෆೳͳύϥϝʔλʔ 1-"/ "ը໘.FBTVSF #ը໘.FBTVSF $ը໘.FBTVSF ɾ ɾ ɾ Ҋ݅ Ҋ݅
Ҋ݅ %&7 Ҋ݅ 99·Ͱʹ::ਓαΠζͷҊ ݅࡞Βͳ͖Ό ˠແཧ ಉҰαΠζͷҊ݅࡞Εͳ͍ ݟੵΓʹਪଌ 㱠ίϛοτϝϯτ όάΛແࢹ͍͚ͯ͠ ͳ͍ "#ςετͷ࣮ϥΠτ ʹ͍͕ͨͦ͠͏͢Δͱ ͨͬͨ࣌ͷରԠίετ·Ͱ ৫Γࠐ·ͳ͍ͱ͍͚ͳ͍ ଟগͷόοϑΝΛ࣋ͭͷ͕ڭՊॻ త͕ͩͦΜͳ༨༟ͳ͍
w খ͘͢͞Εɺ૬ରతʹʮϒϨʯখ͘͢͞Δ͜ͱ͕Ͱ͖Δ w খ͘͢͞Εɺ૬ରతʹʮݟੵΓʯͱʮ࣮ࡍʯͷϒϨখ͘͢͞Δ͜ͱ͕Ͱ ͖Δ w খ͘͢͞ΕɺϦʔυλΠϜΛখ͘͞Ͱ͖Δ w খ͘͢͞Εɺߟྀখ͘͞ͳΓɺઃܭ͕γϯϓϧʹͳΔɻ"#ςετΛຊ ϓϩμΫτͱͯ͠औΓࠐΉ࣌ͷߟྀݮΔ
ղܾࡦʮখ͘͢͞Δʯ
ͬͯΔ͜ͱ͕ҧ͏͔ΒʮΈΜͳͰখ͘͢͞Δʯ ͜ͷ෦͕ΕΔͱ͍ͩ ͿεοΩϦͦ͠͏ʔ ଞͷνʔϜͷঢ়گ99 Ͱʙ ࣍ͷ"#ςετͷۭ͖͕͋ Δͷ̑ޙ͔ͩ Βɺɺɺ ͜ͷҊ݅ͷؒʹ͋ͷվળ Ҋ݅Ͷ͡ࠐΊΔΜ͡Όͳ
͍ʁ ͬͪͩ͜ͱޮՌ͜ͷ͘ Β͍ʹͳΓͦ͏͔ͳʔ
։ൃதʹى͖Δʮ༧ଌ֎ʯΈΜͳͰରॲ Ҋ݅ ৗʹ࠷৽ͷόοΫϩ ά ਓͷۭ͖ঢ়گࠔΓ ͝ͱΛڞ༗
͜ͷͰ վળ݁Ռ͕ग़͍ͯΔঢ়ଶ /PXEPDVNFOUJOHʜ ʜOFYU
"#ςετ͕ϘτϧωοΫԽ͠ɺίΞϩδοΫͷมߋ͕བྷΉҊ݅ͷ૿Ճ
ͦΕʹ͍ɺۀφϨοδͷෆରࡦ IUUQTIPEBJHMPCJTDPKQDPVSTFTGF
4&0ϦεΫରԠ"HBJOʢ$PSF8FC7JUBMTʣ IUUQTTQFBLFSEFDLDPNSFDSVJUFOHJOFFSTUBVOXBLVOJPLFSVDPSFXFCWJUBMTHBJTIBOTIJDFUPTPSFOJZPSJKJBOFUFLJUBNPGBMTF
ඪࢦඪͷվળͷ࣮ࢪ IUUQTTQFBLFSEFDLDPNSFDSVJUFOHJOFFSTUBVOXBLVOJPLFSVDPSFXFCWJUBMTHBJTIBOTIJDFUPTPSFOJZPSJKJBOFUFLJUBNPGBMTF
ՄࢹԽ ϓϩηεվળ ΞʔΩςΫνϟվળ εΩϧΞοϓ αΠτύϑΥʔϚϯεվળ KTͷϦΞʔΩ 4QFFE6QEBUFର Ԡ ͜͜·Ͱͷվળ׆ಈ·ΔͰཐટ֊ஈͷΑ͏ ։ൃ෦ϓϩηε
վળ اըʙݕূ·Ͱͷ ϞχλϦϯά νʔϜษڧձ ༗ࣝऀͷఋࢠೖ Γ $PSF8FC 7JUBMBT "#ςετϞχλ Ϧϯά ேձͰͷΤΫετ ϦʔϜ༏ઌॱҐܾ Ί IUUQTXXXqJDLSDPNQIPUPTLNEPODBTUFSJOQIPUPMJTU)%'YY#;&O67PD3Z:$RP$&CEIB/K8&EGFHP-"FKL+3S2OGF)S;ND[-$7OYI,P[YD8$'FNH4ZY2+FBK7PF+&EBJ&S- C;%DP3)T[,5G/$V84T"N'UG[R$:L:H7BC2IDLC7%+YDLZD')L:CHC;RUZ.S/W6H9.CBO'6,KPPP9;X('-O'29%2G7X+BC2FB%BC2J+QBC5Z2VY$:BC2COBJ$4ZBC2G'FYBF(/DZ42F)4)IO
IUUQTXXXqJDLSDPNQIPUPTLNEPODBTUFSJOQIPUPMJTU)%'YY#;&O67PD3Z:$RP$&CEIB/K8&EGFHP-"FKL+3S2OGF)S;ND[-$7OYI,P[YD8$'FNH4ZY2+FBK7PF+&EBJ&S- C;%DP3)T[,5G/$V84T"N'UG[R$:L:H7BC2IDLC7%+YDLZD')L:CHC;RUZ.S/W6H9.CBO'6,KPPP9;X('-O'29%2G7X+BC2FB%BC2J+QBC5Z2VY$:BC2COBJ$4ZBC2G'FYBF(/DZ42F)4)IO ҰपճͬͯʑͷੵΈॏͶ͕ͬͺΓେࣄ IUUQTTQFBLFSEFDLDPNSFDSVJUFOHJOFFSTUBVOXBLVOJPLFSVDPSFXFCWJUBMTHBJTIBOTIJDFUPTPSFOJZPSJKJBOFUFLJUBNPGBMTF
݁ہ࣭ͱεϐʔυͷͩͬͨ IUUQTTQFBLFSEFDLDPNUXBEBRVBMJUZBOETQFFEBVUVNOFEJUJPO
w Կ͔ΒվળʹऔΓΜͩΒ͍͍͔Θ͔Βͳ͍ঢ়ଶ͔Βɺࣗͨͪͷଘࡏҙٛ ͱతΛ֬ೝͨ͠ w ՝Λݟ͚ͭΔͨΊͷϞχλϦϯάͷ࣮ࢪΛ͠ɺϘτϧωοΫͱͳ͍ͬͯ ΔͷΛվળ͍ͯͬͨ͠ɻʢ։ൃϓϩηεɺεΩϧɺαΠτύϑΥʔϚϯεɺ ΞʔΩςΫνϟʜʣ w վળΛ܁Γฦ͍ͯ͠Δ͏ͪʹɺ͜ͷվળ࡞ۀཐટ֊ஈΛొΔΑ͏ͳͷͩ ͱؾ͍ͨɻ
w ϘτϧωοΫͷվળͷͨΊʹɺ݁ہʮʑͷੵΈॏͶ͕ͬͱେࣄͳͷ ͩʯʢ࣭ͱεϐʔυτϨʔυΦϑͰͳ͍ʣ ·ͱΊ
͓͠·͍ʂ ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ &OKPZZPVSΧΠθϯ