2024.05.27 ౬ଜ ཌྷ !"#$%&'()(*+ ,-./.01(2(,-./.345 -./.64,789:8;874<=4>=:? ৘ใϝσΟΞֶI

!"#$ • X(Twitter)΁ͷײ૝ɾ࣭໰ͷ౤ߘ׻ܴ • ϋογϡλά #৘ใϝσΟΞֶ • HIU-WiFi͔ΒX(Twitter)ͭͳ͕Βͳ͍ͷͰ(͝ΊΜͶ🥺)ɹ εϚϗ͔Β౤ߘ͍ͯͩ͘͠͞ • εϥΠυͷࡱӨɾεΫγϣ΋౤ߘOKͰ͢🙆 2

%&'() 3 ෡ͰΔͱʮ͏Ε͍͠ʹΌʔʯͱ൓Ԡ͢Δ഑હϩϘοτʹʮ͵͘΋Γʯ͕͋ΔϩϘοτ΋…࣍ੈ୅ϩϘοτͷਐԽ - YouTub e https://www.youtube.com/watch?v=0fbK5NUl9c8

*+,- • ౬ଜ ཌྷ (ΏΉΒ ͭ͹͞) @yumu19 / @yumulab • ৘ใϝσΟΞֶՊ ।ڭत (2021/04ʙ) • ઐ໳͸৘ใՊֶɺಛʹΠϯλϑΣʔεɺηϯγϯάɺIoTɺVRɺωοτϫʔΫ౳ • ܦྺ • ࡳຈ։੒ߴ౳ֶߍ ଔۀ • ๺ւಓେֶ ཧֶ෦ ஍ٿՊֶՊ ଔۀ • ౦ژେֶେֶӃ ཧֶܥݚڀՊ ஍ٿ࿭੕Պֶઐ߈ म࢜՝ఔ • ๺཮ઌ୺Պֶٕज़େֶӃେֶ ৘ใՊֶݚڀՊ ৘ใՊֶઐ߈ ത࢜՝ఔ • 2008-2011 גࣜձࣾ౦ࣳʢωοτϫʔΫՈిͷݚڀ։ൃͳͲʣ • 2011-2013 Ϋ΢δοτגࣜձࣾʢ԰಺ଌҐΞϓϦɺΠϯλϥΫςΟϒలࣔͷ։ൃɾPMͳͲʣ • 2013-2014 ϑϦʔϥϯεΤϯδχΞɾ߹ಉձࣾPhysVis ୅දࣾһCEOʢiOSΞϓϦέʔγϣϯͷडୗ։ൃͳͲʣ • 2015-2021 ࠃཱݚڀ։ൃ๏ਓ৘ใ௨৴ݚڀػߏʢωοτϫʔΫςετϕουɺແઢωοτϫʔΫΤϛϡϨʔλͷݚڀͳͲʣ 4

./'012345678 5 ϝϞ͔ΒεϥΠυΛࣗಈੜ੒͢ΔϓϨθϯπʔϧ ർ࿑౓ΛՄࢹԽ͢ΔΞΫηαϦ ਭ຾σʔλΛ࢖ͬͯ ΨνϟΛҾ͘ ϔϧεέΞΞϓϦ α΢φͰͷϓϩδΣΫγϣϯϚοϐϯά

%&'9:;< • ΠϯλϑΣʔε × AI • Human-Agent Interaction (HAI) • Human-Robot Interaction (HRI) 6

=>?@ABAC>?DEADFGHIAJ! 7 ਓؒͱίϯϐϡʔλͷؔ܎ੑʹ͍ͭͯͷݚڀ෼໺Ͱ͋Δʢͬ͘͟Γʣ Human ਓؒ Computer ίϯϐϡʔλ Interaction ΠϯλϥΫγϣϯ HCIͱུ͞ΕΔ

=>?@ABAC>?DEADFGHIA'01J! • ਓ͕ؒίϯϐϡʔλΛ࢖͏ͨΊͷΠϯλϑΣʔε(ڥք)ͷݚڀ • ৽͍͠ΠϯλϑΣʔεͷݚڀ։ൃ • ΠϯλϑΣʔεʹؔ͢Δௐࠪݚڀ • ίϯϐϡʔλ͕ਓؒʹ༩͑ΔӨڹͷݚڀʢ৺ཧֶతݚڀʣ • ίϯϐϡʔλ͕ਓؒͷ׆ಈΛࢧԉ͢ΔγεςϜͷݚڀ • ͳͲ • ͱͯ΋෯޿͍ 8

EADKL?M • 1) ϋʔυ΢ΣΞΠϯλϑΣʔε • ػցͱػցͷڥք • USBɺHDMIͳͲ • 2) Application Programming Interface (API) • αʔόͱΫϥΠΞϯτͷڥք • ϝΠϯϓϩάϥϜͱϥΠϒϥϦͷڥք • 3) User Interface (UI) • ίϯϐϡʔλΛ࢖͏ਓͱίϯϐϡʔλͷڥք 9 ৘ใٕज़(IT)ͷੈքͰΑ͘ొ৔͢ΔΠϯλϑΣʔε͸ ࣄ෺΍ྖҬͳͲΛ෼͚Δڥ໨ͷ͜ͱ ڥք - Wikipedia (2023/07/16Ӿཡ) ڥքɿ ࠓ೔͸͜Ε

EADKL?M • ೖྗΠϯλϑΣʔεͱग़ྗΠϯλϑΣʔε • ೖྗΠϯλϑΣʔε • Ϛ΢εɺΩʔϘʔυͳͲ • ग़ྗΠϯλϑΣʔε • σΟεϓϨΠɺεϐʔΧʔͳͲ 10

N?OEADKL?M23PQ8 11 Ϩάβ७ਖ਼ΦϓγϣϯϦϞίϯ ʛςϨϏʛREGZAɿ౦ࣳ https://www.regza.com/ regza/option/remo/ ER-W16 | ిࢠϨϯδ/ΦʔϒϯϨϯδ | ౦ࣳϥΠϑελΠϧגࣜձࣾ https://www.toshiba-lifestyle.com/ jp/microwaves/er-w16/ ιϑτ΢ΣΞ (ը໘) ϋʔυ΢ΣΞ (Ϙλϯ)

RSJRS'B5>TU?HIA 12 ද৘ ਎ৼΓ खৼΓ ಓ۩Λ࢖͏ ੠

RSJRVWX'B5>TU?HIA 13 ʁʁʁʁ

RSJRVWX'B5>TU?HIA 14 ੠ ද৘ ਎ৼΓ खৼΓ ಓ۩Λ࢖͏ Human-Agent Interaction (HAI) Human-Robot Interaction (HRI)

Y/Z[\Q 15 ChatGPT Siri Alexa ࣗಈӡసं ϩϘοτ

]'^_`a2b2[\c2deee2f2geehijk'l3hdmn8 16 4K/BDʲ༧ࠂฤʳʰ2001೥Ӊ஦ͷཱྀ HDσδλϧɾϦϚελʔʱ - YouTub e https://www.youtube.com/watch?v=hOlrxxPoyn4

]'^_`a2b2opqrstuvt2wxyzvx{q|2f2\}}st3hdnn8 17 Knowledge Navigator - YouTub e https://www.youtube.com/watch?v=hOlrxxPoyn4

\Q~• 18 JR۝भʹAIӺһ͕ొ৔ɹ̐ΧࠃޠͰҊ಺ɹ֎ࠃਓ΁ͷαʔϏε޲্ https://www.youtube.com/watch?v=RMSP5fLSCTs

€•D‚=>?@A 19 ʮσδλϧώϡʔϚϯʯ͕઀٬࣮ݧʲWBSʳʢ2023೥3݄9೔ʣ - YouTub e https://www.youtube.com/watch?v=EfHBKy3dK-M

\Q2ƒ„…†t| 20 ʲNeuro-samaʳϚΠΫϥͷؠ൫͕յͤͳ͍͜ͱʹؾ෇͔ͳ͍ω΢ϩ༷ʲ੾Γൈ͖ɾ຋༁ʳ - YouTub e https://www.youtube.com/watch?v=S59eFz--S7Q

\Q2ƒ„…†t| 21 AIͣΜͩ΋Μͱࡶஊ͢ΔͷͩʲAI VTuberʳ#aivtuber #vtuber - YouTub e https://www.youtube.com/watch?v=Wwq0qJdMYOs

‡x{t†qˆ 22 ʲཉ͗͢͠ΔʳΩϟϥΫλʔͱੜ׆Ͱ͖Δ૷ஔΛମݧʂChatGPTͷ౥ࡌͰ͞ΒʹਐԽͨ͠ձ࿩ͱ͸ʂʁ - YouTub e https://www.youtube.com/watch?v=CSg6VCogeSQ ¥120,000

‡x{t†qˆ2‡|xput 23 Gatebox Grande - େܕΩϟϥΫλʔঌש૷ஔ - PVʮະདྷͷ͓΋ͯͳ͠ʯ https://www.youtube.com/watch?v=0m6gUxvGGlo

‰BŠ‹Œ•Ž•• 24 BellaBot ωίܕαʔϏε/഑હϩϘοτ - YouTub e https://www.youtube.com/watch?v=3O9C52Sdsak ¥3,642,668

M@?•‘’2“”•“ 25 ΧνϟΧʢKachakaʣϒϥϯυϜʔϏʔʛFull ver. - YouTub e https://www.youtube.com/watch?v=SdVglHOJgiA ¥257,800 + ¥980/݄

M@?•‘’2“”•“ 26 ৽͍͠Ոఉ༻ϩϘοτʮΧνϟΧʯಈ࡞σϞ - YouTub e https://www.youtube.com/watch?v=DNyKVvq9zy4

–—˜™š 27 DENSO: Shogi-playing robot "Denoutekun" ʛ কعϩϘοτʮిԦख͘Μʯ@ CEATEC JAPAN 2014 - YouTub e https://www.youtube.com/watch?v=JefbyiDTQ9A

\Q›œ•žŸ ¡ 28 ஌ࣝθϩͰ࡞Δʂɹख৐ΓαΠζͷţŖŰƅŖŜƂŘŘƁŴƄŕŪɹAIţŦŕŞŧŒƃ2PLUS൛ - YouTub e https://www.youtube.com/watch?v=Tit3mTCMoYY

¢R*£¤¥DGH? 29 αϯϑϥϯγείͰʮ׬શແਓλΫγʔʯղېɹ࣮ࡍʹ৐ͬͯΈΔͱ… - YouTub e https://www.youtube.com/watch?v=fdrXyUmSnAQ

•Ž••¦§¨£©7ª¦«¬-AM¦˜®¯° 30 ʲSXSWʳAI͕࡞ࢺ࡞ۂ΍“Ծ૝खज़”ɺΞφ΢ϯαʔ΋…ɹΞϝϦΧͰςΫϊϩδʔͷࡇయ͕։࠵ʛ TBS NEWS DIG - YouTube https://www.youtube.com/watch?v=VuQsNESqrWI

£©±²6³´µ¶·•Ž•• 31 Robot ‘chef’ learns to recreate recipes from watching food videos - YouTub e https://www.youtube.com/watch?v=nx3k4XA3x4Q Sochacki, Grzegorz, et al. "Recognition of Human Chef’s Intentions for Incremental Learning of Cookbook by Robotic Salad Chef." IEEE Access (2023).

•Ž••¸¹ºµJ»¼½¾¸¿Àµ 32 2୆৚݅ - YouTub e https://www.youtube.com/watch?v=NhooYL3ZtfI Okada, Yuka, et al. "Two is better than one: Apologies from two robots are preferred." Plos one 18.2 (2023): e0281604.

Á•Ž•• 33 Zooids: Building Blocks for Swarm User Interfaces - YouTub e https://www.youtube.com/watch?v=8Ik7V_QH5wk Le Goc, Mathieu, et al. "Zooids: Building blocks for swarm user interfaces." Proceedings of the 29th annual symposium on user interface software and technology. 2016.

\QJÂÃĸŲ´ÆÇ 34 Cat Royale: Day Three - YouTub e https://www.youtube.com/watch?v=60G2tHU5frA Schneiders, Eike, et al. "Designing Multispecies Worlds for Robots, Cats, and Humans." Proceedings of the CHI Conference on Human Factors in Computing Systems. 2024.

È·ÉSJÊEË?ÉS 35 ← ͜͜·Ͱͷ࿩ ਓ޻஌ೳ͕෺ཧۭؒʹདྷΔ ٯ΋͋ΓಘΔˠ ਓ͕ؒαΠόʔۭؒʹߦ͘

ƒÌÍÎx{2\Q«ËD?2º?ÏÐÑ?ÚК 36 ʲ AI Ξόλʔ ʳVRC ಺ʹձ࿩͕ग़དྷΔ AI ౥ࡌΞόλʔ͕͍ͭʹొ৔ʂ - YouTub e https://www.youtube.com/watch?v=GuHAfZ-Mngw

ƒÌÍÎx{2\Q«ËD?2\ÒQ 37 AIΞόλʔAOIʲެࣜʳ, https://twitter.com/AIAvatar_AOI/status/1598542475538231297

ÓÔÕÖ×Ø€‚3ccÙ8Ú?M'@EAGFK•Û?‚Üݪ 38 OpenGVLab/GITM: Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memor y https://github.com/OpenGVLab/GITM

Þßà$á\Q'â–ã 39 ʲPVୈ2஄ʳTVΞχϝʮAIͷҨిࢠʯʛ7݄7೔์ૹ։࢝ʂ - YouTub e https://www.youtube.com/watch?v=BDxJaOEVJEk

Þßà$á\QÓ6 40 ϚΠΫϩιϑτͷ࠷৽AI·ͱΊ ʙϦΞϧλΠϜ຋༁ػೳɺ੠ͰPCૢ࡞ࣗಈԽʙ/CopilotɺChatGPTɺ GeminiɺClaudeͷ4େAIνϟοτ৽ػೳʲࠓिެ։ͷ࠷৽AIπʔϧ&χϡʔεʳ - YouTub e https://www.youtube.com/watch?v=CZsUWMZPneU

Þßà$áätxåstææ 41 Seamless @shiropen2

Þßà$ 42 • ੈ͸·͞ʹେAI࣌୅ɹΊͪΌͪ͘Ό໘ന͍ɺLLM͍͢͝ • ਐԽ͕ૣ͍ɺ͜ͷࢿྉ͸དྷ೥ͷतۀͰ͸ॻ͖׵͕͑ඞཁ • Πϯλʔωοτ΍εϚϗͷᴈ໌ظʹ͍ۙ • ·ͩ୭΋΍͍ͬͯͳ͍͜ͱ͕ΰϩΰϩస͕͍ͬͯΔ • PC΍εϚϗҎ֎ͷAIΠϯλϑΣʔε͕ɺ͜Ε͔ΒͲΜͲΜग़ͯ͘Δ͸ͣ • ͍·େֶ2೥ੜͱ͍͏ͷ͸ϥοΩʔ ,-./.01(2(,-./.345 -./.64,789:8;874<=4>=:?