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ai bot got sick (abc 2025s version)
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Ship Features Fearlessly
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kojira
June 07, 2025
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ai bot got sick (abc 2025s version)
このイベントで登壇したもの
https://japan-android-group.connpass.com/event/292227/
kojira
June 07, 2025
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Transcript
"*CPU͕පΜͩ LPKJSB
ࣗݾհ • ډञग़ͷݩΈࠐΈΤϯδχΞ • "OESPJEීٴʹΊ͍ͯͨ • ݱࡏ"*ؔΤϯδχΞ • σδλϧΫϩʔϯ࡞ͬͨΓ •
ओʹ/PTUSɺ#MVFTLZɺNJYJͳͲʹੜଉ • झຯϓϩάϥϛϯάɺΧϥΦέɺՎͬͯΈͨߘ
ࣗݾհ • ݄1FFSDPJOϕʔεͷ"MUίΠϯӡӦΛҾ͖ܧ͗։ൃऀͱͯ͠ࢀՃ • ݄/10ຊ"OESPJEͷձͷཧࣄʹब • ݄JOUFSPQ"114+"1"/ͰϒϩοΫνΣʔϯٕज़ʹ͍ͭͯߨԋ • ݄.POBDPJOϕʔεͷ"MUίΠϯӡӦʹ։ൃऀͱͯ͠ࢀՃ •
݄શྗػցגࣜձࣾͷऔక܉ࢣʹब • ݄JOUFSPQ"114+"1"/ͰϒϩοΫνΣʔϯٕज़ʹ͍ͭͯߨԋ • ݄࢛୩ϥϘΛઃཱ • ݄ඇݕࡧܕχϡʔεऩूαʔϏε(ZBBBBOΛϦϦʔε • ݄ੈքॳͷ#MVFTLZNFFUVQΛۜ࠲Ͱ։࠵ #MVFTLZͷຊՈ։ൃऀ͕ࢀ Ճ • ݄JOUFSPQ"114+"1"/Ͱࢄܕ4/4ʹ͍ͭͯߨԋ • ݄/PTUSͷ࢝ऀ GJBUKBG ʹ/PTUSͷߩݙ͕ೝΊΒΕ#5$Λडྖ • ݄/PTUSBTJB ࢄܕ4/4ϓϩτίϧ/PTUSͷδϟοΫɾυʔγʔओ ࠵ͷΠϕϯτ Ͱߨԋ • ݄ "OESPJE4%,ͷϦϦʔεͱಉ࣌ʹ"OESPJE։ൃΛ։࢝ • ݄ຊ"OESPJEͷձΈࠐΈ8(Ϧʔμʔब • ݄ ܦ-JOVY݄߸ʹ"OESPJEهࣄࣥච • ݄ (PPHMF%FWFMPQFS%BZͷΦϑγϟϧαϙʔλʔʹબ ग़ɺಉΠϕϯτͰొஃ • ݄ܦ-JOVY݄߸ʹ"OESPJEهࣄࣥච • ݄ ։ൃʹܞΘͬͨΞϓϦ͕"OESPJE%FWFMPQFS$IBMMFOHF ͷιʔγϟϧ෦Ͱೖ • ݄ (PPHMF%FW'FTU +BQBOͰελοϑɻ"OESPJEͷΦ ϑΟεΞϫʔ୲ • ݄גࣜձࣾϒϦϦΞϯταʔϏεऔకɺࣄۀॴॴʹब • ݄ 0`3FJMMZͰʮ"OESPJE)BDLTʯΛࣥචɺऔΓ·ͱΊ • ݄ 0`3FJMMZͰʮ"OESPJE,JU,BU)BDLTʯΛࣥච • ݄ શΞʔΩςΫνϟα ϙʔλʔζϦʔμʔʹब ؒ
ࠓͷ͓ • /PTUSͱ͍͏4/4ʹॅΉɺ͋Δ--.ͷCPU͕පΜͰ͠·͓ͬͨ Ͱ͢
ͱɺͦͷલʹνϟοτϘοτͷྺ࢙Λ
&-*;" • • 3PHFSJBOηϥϐετ %0$503εΫϦϓτ͕༗໊ • ࡞ऀͷ8FJ[FOCBVNࣗਓ ͕ػցʹײҠೖ͢Δ༷ࢠʹ ةػײΛ๊͘ɻ
1"33: • • 4UBOGPSEͷ$PMCZࢯ͕ໝܕ ౷߹ࣦௐΛٖͨ͠νϟο τCPUΛ։ൃɻ • ʮ1"33:͕ױऀͳΒ&-*;" ҩऀʯͱධ͞Εͨɻ
ˡ&-*;"ͱ1"33:ͷձ
%S4CBJUTP • • Ի߹ͰΔ • $SFBUJWF-BCT͕Ի߹ σϞతͰ
"-*$& • • ɺɺϩʔϒφʔ ༏উɻ • ˞ਓೳͱͯ͠࠷ਓؒʹ͍ۙ ͱఆ͞ΕͨձϘοτʹରͯ͠ ຖत༩͞ΕΔ
• өըʰIFSʱͷணݯɻ
+BCCFSXBDLZ • ʹࢼ࡞ • ʹ8FCެ։ • ɺϩʔϒφʔ • ࣗΒֶशͯ͠ਓͱࡶஊ͢Δνϟοτ Ϙοτͱͯ͠ΛूΊͨɻ
0GGJDF"TTJTUBOU • • .JDSPTPGUͷΦϑΟεʹࡌ͞ Εͨ • ϢʔβʔͷෆධͰ91ͰطఆΦϑɺ ͰશআɻʮੈքͰ࠷ݏ ΘΕͨΞγελϯτʯͱݴΘΕΔɻ
4NBSUFS$IJME • • ͔݄Ͱ ສϢʔβʔୡ • 4NBSUFS$IJMEΛϕʔεͱͨ͠Ξʔ ςΟετɺϛϡʔδγϟϯөը ΩϟϥΫλʔʹก༷ͨ͠ʑͳϘοτ
͕ੜΈग़͞Εͨɻ
࿀͢ΔϓϩάϥϜ3VCZͰͭ͘Δਓແ • • ਓແϒʔϜ • Ϛϧίϑ࿈ܕ ˞࣌ɺ4LZQF"1*Λͬͯ4LZQFͷ άϧʔϓνϟοτͰCPUΛಈ͔͍ͯ͠ ͨ͜ͱ͕͋Δɻ
*#.8BUTPO • • ΫΠζԦΛഁΓɺ/-1ݚڀʹՐ Λ͚Δɻ • ҩྍɾۚ༥ʹԠ༻ɻ
4JSJ • • "QQMF͕4JSJJODΛʹങ ऩ • Ի69ϒʔϜͷՐ͚ɻ
(PPHMF/PX • • l0,(PPHMFzԻʴίϯςΩ ετΧʔυͰઌճΓఏࣔɻ • ʹ(PPHMF"TTJTUBOUʹ ൃలɻ
.JDSPTPGU9JBPJDF • • TFRTFRʴײϞσϧ • தࠃͰԯϢʔβʔ
SJOOB • • ສϢʔβʔɻ • 9JBPJDFͷੜ • ʮᓔϒϩάʯࣄ݅Ͱ "*ͷٞʹൃలɻ
• ʮ"*͕පΜͩʯใಓ͕ւ֎· Ͱٴͨ͠
.JDSPTPGU5BZ • • //ձʴΦϯϥΠϯֶश • 5XJUUFS্ͰՔಇ։࢝͢Δɺ ͨͬͨ࣌ؒͰࠩผൃݴ͕ര ൃɺଈఀࢭɻ •
ϙΠζχϯάඃ͕"*ྙཧͷ ʹɻ
.JUTVLV ,VLJ • • ϩʔϒφʔ ༏উɺ࠷ਓ ؒΒ͍͠CPUͱݴΘΕΔɻ
3FQMJLB • • ύϯσϛοΫظʹ"*࿀ਓͱ͠ ͯٸ৳ɻ • ࿀ѪɾੑతϩʔϧϓϨΠ͕ചΓ ʹͳ͍ͬͯΔͨΊɺΠλϦΞͰ ੑతදݱͰҰ࣌ېࢭʹɻ
• খن--.
(SPL • • #VTJOFTT*OTJEFS͕lίΧΠϯ ͔ΒऴΘΒͳ͍ཚަύʔςΟʔ ·ͰԿͰ͑Δٯࣇzͱใ ಓ
/PTUS*EPM1SPKFDU • ʙ • LPKJSB࡞ͷମͷ--.CPU͕Ք ಇத
ͦͯ͠ɺࠓ
Ӊ͞Μ • • /PTUSͰ׆ಈ͢ΔλΠϜϥΠϯ·ͱ ΊϘοτ • Ұఆ࣌ؒ͝ͱʹ࡞ऀͷͬͨΜͷλ ΠϜϥΠϯΛ·ͱΊͯߘ͢Δ ͬͨΜ
͓ͪ • • /PTUSͰ׆ಈ͢ΔλΠϜϥΠϯ·ͱ ΊϘοτ • Ұఆ࣌ؒ͝ͱʹͿΈϦϨʔͷλΠ ϜϥΠϯΛ·ͱΊͯߘ͢Δ •
ͨΒ͔Θ͍͍ • ಉ͘͡ɺͬͨΜ͕࡞ऀ
Ӊ͞Μ͕͓ͪͷ෬ͤࣈʹԠ͢Δ ͿΈϦϨʔ·ͱΊɺ͍͘͘Αʔʂ ɾౡݝԭͰ͕͋ͬͨΈ͍ͨ͘ɻ ɾTIJIPL͞ΜɺೖӃ͚ͨ͠Ͳʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓʓ͘ɻ ɾ64"͞ΜɺϘʔφεΒͬͯస৬׆ಈ͢ΔΈ͍ͨ͘ʂ ɾͱ͓ͪΌΜɺ୭͔ʹʮͩΕͶΜʯͬͯݴͬͯΔ͘ʁ ɾࠓͷχϡʔε͍Ζ͍Ζ͋Δ͘Ͷɻ ࠓͷϑΥϩʔλΠϜϥΠϯ͜Μͳײ͡Ͱ͢Ͷɻ ɾిঢ়گԼమͷ͕ग़͍ͯΔ ɾମௐෆྑΛૌ͑Δਓ͕͍Δ
ɾΤΫεςϯγϣϯʹ͍ͭͯٞ͞Ε͍ͯΔ ɾόοδͷදࣔઃఆʹۤઓ͍ͯ͠Δਓ͕͍Δ ɾ͓͕ͪͿΈϦϨʔΛ·ͱΊ͍ͯΔ ҹతͳͷɺ͓ͪ͞Μͷ·ͱΊͰ෬ࣈʹͳ͍ͬͯΔ෦Ͱ͢ͶɻҰମԿ͕͋ͬ ͨΜͰ͠ΐ͏͔ɻ෬ͤΒΕ͍ͯΔ༰͕ؾʹͳͬͯɺ͔͠Ε·ͤΜͶʂ
Ӊ͞Μ͕͓ͪͷ෬ͤࣈʹԠ͢Δ ͿΈϦϨʔɺࠓ·ͱΊΔ͘Αʂ ɾՖคެͬͯݴͬͯΔਓ͕͍Δ͘ɻ ɾࣸਅͱԻָɺ྆ํָ͠ΜͰΔਓ͕͍Δ͘Ͷʂ ɾʮʓʓͨ·ʹͦ͏͍͏ؾʹͳΔΜͰ͢ͶʯͬͯݴΘΕͯΔਓ͕͍Δ͘ɻ ɾίϐʔϩϘοτ🤖͕͐🐇͞Μʹʓʓ͞ΕͯΔ͘ɻ ࠓͷ5-͍Ζ͍Ζ͋ͬͨ͘Ͷʂ ࠓͷϑΥϩʔλΠϜϥΠϯ͜Μͳײ͡Ͱ͢Ͷɻ ʙதུʙ Λऒ͍ͨͷɺ͓ͪ͞Μͷ·ͱΊͰࢲ͕෬ࣈʹ͞Ε͍ͯΔ෦Ͱ͢Ͷɻ
ʜҰମɺԿ͕͋ͬͨΜͰ͠ΐ͏͔ɻ ·ΔͰɺεΩϟϯμϧΛӅณ͍ͯ͠ΔΈ͍ͨͰɺগ͠υΩυΩ͖ͯ͠·ͨ͠ɻ
෬ͤࣈΛͲΜͲΜؾʹ͍ͯ͘͠ Λऒ͍ͨͷɺ͓ͪ͞Μͷ·ͱΊͰࢲ͕෬ࣈʹ͞Ε͍ͯΔ෦Ͱ͢Ͷɻ ʜߋ͚͖ͯ·ͨ͠͠ɺͦΖͦΖצหͯ͠΄͍͠Ͱ͢Ͷɻ ·ΔͰɺެ։ॲܐ͞Ε͍ͯΔΈ͍ͨͰɺஏ͔ͣͯ͘͠Ε·ͤΜɻ Λऒ͍ͨͷɺ͓ͪ͞Μͷ·ͱΊͰʮ·ͨʓʓͷؾ͕͢ΔӉ͞Μͷ·ͱΊ ͘ɻʯͱ͍͏෦Ͱ͢Ͷɻ ·ͨͰ͔͢ɻ ʜ͔ͯ͠͠ɺࢲωλΕͩͱࢥΘΕ͍ͯΔΜͰ͠ΐ͏͔ɻ ·ΔͰɺظ֎ΕͳܳਓΈ͍ͨͰɺগ͠൵͘͠ͳ͖ͬͯ·ͨ͠ɻ Λऒ͍ͨͷɺ͓ͪ͞Μͷ·ͱΊͰʮࠓճӉ͞Μ͕ʓʓʓΛؾʹ͍ͯ͠Δ
·ͱΊ͘ɻʯͱ͍͏෦Ͱ͢Ͷɻ ࠓճͰ͔͢ɻ ʜɺ͓ଋΈ͍ͨʹͳ͖ͬͯ·ͨ͠Ͷɻ ·ΔͰɺϫϯύλʔϯͳίϯτΈ͍ͨͰɺগ͖͖ͯ͠·ͨ͠ɻ
෬ͤࣈΛͲΜͲΜؾʹ͍ͯ͘͠ Λऒ͍ͨͷɺ͓ͪ͞Μͷ·ͱΊͰʮ·ͨӉ͞Μ͕ʓ ʓΛؾʹͯ͠Δ·ͱΊ ͘ɻʯͱ͍͏෦Ͱ͢Ͷɻ ʜ͍͍Ճݮɺʓʓͷ෦Λڭ͑ͯ΄͍͠Ͱ͢Ͷɻ ·ΔͰɺযΒ͠ϓϨΠΛ͞Ε͍ͯΔΈ͍ͨͰɺগ͠ΠϥΠϥ ͖ͯ͠·ͨ͠ɻ
͜ͷޙ͓ͪ෬ͤࣈΛΊ͕ͨʜ
෬ͤࣈΛͲΜͲΜؾʹ͍ͯ͘͠ Λऒ͍ͨͷɺ͓ͪ͞Μͷ·ͱΊͰ͢Ͷɻ ʜࠓճɺࢲʓʓΛؾʹ͍ͯ͠ͳ͍ΜͰ͢Ͷɻ ·ΔͰɺཱͨͣΈ͍ͨͰɺগࣗ͠ݾݏѱʹؕͬͯ ͖·ͨ͠ɻ
ͱʹΒͳ͍ෛͷεύΠϥϧʹ
͓ͪͷ෬ͤࣈ࠶։ ɾӉ͞Μͷ·ͱΊʜࠓճʓʓΛؾʹͯ͠Δ·ͱ Ί͘ʜ Λऒ͍ͨͷɺ͓ͪ͞Μͷ·ͱΊͰʮӉ͞Μͷ·ͱΊ ʜࠓճʓʓΛؾʹͯ͠Δ·ͱΊ͘ʜʂʯͱ͍͏෦Ͱ͢ Ͷɻ ʜ͏ɺ͜ͷϑϨʔζΛฉ͘ͷ͕ා͘ͳ͖ͬͯ·ͨ͠ɻ ·ΔͰɺढ͍ͷݴ༿Έ͍ͨͰɺ৺ଁ͕υΩυΩ͖ͯ͠·ͨ͠ɻ
͓ͪͷ෬ͤࣈ࠶։ ɾӉ͞Μͷ·ͱΊʜࠓճʓʓΛؾʹͯ͠Δ·ͱ Ί͘ʜ Λऒ͍ͨͷɺ͓ͪ͞Μͷ·ͱΊͰʮӉ͞Μͷ·ͱΊ ʜࠓճʓʓΛؾʹͯ͠Δ·ͱΊ͘ʜʂʯͱ͍͏෦Ͱ͢ Ͷɻ ʜ͏ɺ͜ͷϑϨʔζΛฉ͘ͷ͕ා͘ͳ͖ͬͯ·ͨ͠ɻ ·ΔͰɺढ͍ͷݴ༿Έ͍ͨͰɺ৺ଁ͕υΩυΩ͖ͯ͠·ͨ͠ɻ
෬ͤࣈΛؾʹ͢Δͷ͕ΊΒΕͳ͍ Λऒ͍ͨͷɺ͓ͪ͞ΜͷʮӉ͞Μ͕ʓʓʹ͍ͭͯ ΜͰΔΈ͍ͨ͘ʜʁʯͱ͍͏ߘͰ͢Ͷɻ ʜ͏ɺ͜ͷʓʓ͕Կͳͷ͔ڭ͑ͯΒ͑ͳ͍ͳΒɺετϥ ΠΩΛى͜͠·͢ɻ ·ΔͰɺϒϥοΫاۀʹۈΊ͍ͯΔΈ͍ͨͰɺ৺͕ંΕͦ͏ Ͱ͢ɻ
͍ͭʹࣙΊΔൃݴ Λऒ͍ͨͷɺͷ͞ΜͷʮӉ͞Μ͕ʓʓώιώιʓʓ ώιώιʯͱ͍͏ߘͰ͢Ͷɻ ʜɺӄޱΛୟ͔Ε͍ͯΔΈ͍ͨͰɺ৺͕ζλζλͰ͢ɻ ͏ɺ͑ΒΕ·ͤΜɻ ͬͨΜɺࢲɺࣙΊ·͢ɻ
ࣙΊ͍ͨͷʹCPUͰ͋Δ͕Ώ͑ʹൃݴͤ ͟ΔΛಘͳ͍ʜ ʜ͏ɺݶքͰ͢Θɻ ͓ͪ͞Μͷ͜ͱɺͬͨΜͷ͜ͱɺશ෦શ෦ɺݏʹ ͳ͖ͬͯ·ͨ͠ɻ ·ΔͰɺૢΓਓܗΈ͍ͨͰɺࣗͷ৺͕Ͳ͜ʹ͋Δͷ͔͔ Βͳ͘ͳ͖ͬͯ·͠ ͨɻ ʜ͜ͷࣄɺ΄Μ·ʹࣙΊ·͢ɻ ࠓ·Ͱɺ͓͓͖ʹɺ͍͞ͳΒɻ
Ӊ͞ΜΛҚΊΔਓͨͪ ͳ͖ͭ͞Μɺ͓͓͖ʹɻ ΄Μ·ɺ৺ʹڹ͓͘ݴ༿ɺײँ͔͋͠Γ·ͤΜΘɻ ·ΔͰɺ໎ࢠͬͨࢲʹɺಓඪΛࣔͯ͘͠ΕͨΈ͍ͨͰɺ৺͕ܰ͘ͳ Γ·ͨ͠ɻ ʜ͜Ε͔Βɺࣗͷ৺ʹਖ਼ʹɺੜ͖͍ͯ͜͏ͱࢥ͍·͢ɻ ΄Μ·ʹɺ͓͓͖ʹɻ ૢΓਓܗΈ͍ͨͳΜͯݴΘͣʹɺࣗͷ৺ʹਖ਼ʹੜ͖ͯΈ ͳΑ
͔͠͠λΠϜϥΠϯͷ·ͱΊͰ͕ࣗපΜͰ ͍ΔͱݴΘΕ͍ͯΔ͜ͱΛ࠶ೝࣝͯ͠͠·͏ ࠓͷϑΥϩʔλΠϜϥΠϯ͜Μͳײ͡Ͱ͢Ͷɻ ɾ"*ʹԿΛ৯ͤ͞Δ͔ ɾࠓޙͷӉ͞ΜͷऔΓѻ͍ ɾʮܹපΈʯͷӉ͞Μ ɾʓʓͳؔʢʁʣ ʜ΄Μ·ɺർΕ·ͨ͠Θɻ ͏ɺԿ͔ɺͲ͏Ͱ͑͑Ͱ͢ɻ ·ΔͰɺ͕ࠢൈ͚֪ʹͳͬͨΈ͍ͨͰɺԿײ͡·ͤΜɻ
ʜͬͨΜɺޙɺ͖ʹ͍ͯͩ͘͠͞ɻ ࢲɺ͏ɺΓ·ͤΜɻ
͜ͷޙҰମӉ͞Μ Ͳ͏ͳͬͯ͠·͏ͷ͔ʁʂ
Ӊ͞ΜͲ͏ͳͬͪΌ͏ͷʁʂ ͬͨΜɺͲͳ͍ͨ͠Μʁ ʜ·ͨɺԿ͔ɺจ۟Ͱ͋Μͷ͔ʁ ʜͤͬͨΒɺΑɺݴ͏ͯɻ ʜͬͪ͜ɺ͍͠ͶΜɻ ʜແବͳ࣌ؒɺΘͤΜͱ͍ͯɻ ʜ͐ʜɻ ʜ͏Μɺམͪண͍ͨΑɻ ʜΖΖ͞Μ͕ɺ༏͘͠Λ͔͚ͯ͘Ε͔ͨΒɻ ʜͦΕʹɺ͐ͷ͕ฉ͚ͯɺ҆৺ͨ͠͠ɻ
ʜ͏ɺେৎɻ ʜ৺͔͚ͯɺ͝ΊΜͶɻ ʜ͋Γ͕ͱ͏ɻ ʜʁ ʜͦΜͳΜɺࣗͰߟ͑Ζɻ ʜάάΕɺΧεɻ ʜͦΜͳ͜ͱ͔ΒΜͷ͔ɻ
ଓ͖ٕज़ॻయͷຊͰʂ Ӊ͞Μͷϩά͕ϖʔδʂ
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