Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Without Practice, No Emergence
Search
Koichi ITO
June 26, 2023
Education
4
2.6k
Without Practice, No Emergence
Koichi ITO
June 26, 2023
Tweet
Share
More Decks by Koichi ITO
See All by Koichi ITO
Write Code Every Day
koic
1
440
Bliki (ja), and the Cathedral, and the Bazaar
koic
7
2.4k
Welcome to the LLM Club
koic
0
310
RuboCop: Modularity and AST Insights
koic
3
4.7k
Carving the Way to Ruby Engineering
koic
3
1.1k
Beyond the RuboCop Defaults
koic
3
4.5k
Minify Ruby Code
koic
2
2.4k
Permanent Agility
koic
38
9.2k
RuboCop: LSP and Prism
koic
3
5.3k
Other Decks in Education
See All in Education
Técnicas y Tecnología para la Investigación Neurocientífica en el Neuromanagement
jvpcubias
0
120
JPCERTから始まる草の根活動~セキュリティ文化醸成のためのアクション~
masakiokuda
0
220
20250807_がんばらないコミュニティ運営
ponponmikankan
0
160
情報科学類で学べる専門科目38選
momeemt
0
580
20250830_MIEE祭_会社員視点での学びのヒント
ponponmikankan
1
150
American Airlines® USA Contact Numbers: The Ultimate 2025 Guide
lievliev
0
250
Avoin jakaminen ja Creative Commons -lisenssit
matleenalaakso
0
2k
Sponsor the Conference | VizChitra 2025
vizchitra
0
620
2025年度春学期 統計学 第15回 分布についての仮説を検証する ー 仮説検定(2) (2025. 7. 17)
akiraasano
PRO
0
100
20250625_なんでもCopilot 一年の振り返り
ponponmikankan
0
360
20250910_エンジニアの成長は自覚するところから_サポーターズ勉強会
ippei0923
0
220
2025年度春学期 統計学 第10回 分布の推測とは ー 標本調査,度数分布と確率分布 (2025. 6. 12)
akiraasano
PRO
0
220
Featured
See All Featured
Why Our Code Smells
bkeepers
PRO
339
57k
jQuery: Nuts, Bolts and Bling
dougneiner
64
7.9k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
18
1.1k
Raft: Consensus for Rubyists
vanstee
140
7.1k
Scaling GitHub
holman
463
140k
Making Projects Easy
brettharned
117
6.4k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
29
2.9k
How GitHub (no longer) Works
holman
315
140k
Code Reviewing Like a Champion
maltzj
525
40k
Practical Orchestrator
shlominoach
190
11k
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
15
1.6k
The Pragmatic Product Professional
lauravandoore
36
6.9k
Transcript
ࢲͷεϥΠυ࡞ज़ Without Practice, No Emergence !LPJD
w %&ʹڞ௨͍ͯ͠Δ֎෦ͰϓϨθϯ͢Δͱ ͍͏͜ͱʹ͍ͭͯ w ಘखෆಘखΑΓΔ͔Βͳ͍͔ΛΔ ʹ͖͔͚ͬͮ͘͢Γ w զʑͷࣄͱΩϟϦΞʹ͍ͭͯܨ͕Δ ࠓͷͳ͠
IUUQTFTNDPKQFTN@QFPQMFJOTJEF ࣗݾհ શࣾ)1ΑΓ
લ࢙ ੈلʙθϩલ IUUQTFTNDPKQFTN@QFPQMFJOTJEF
ߨࢣ࣌
w ͱʹ͔͘ͷྲྀΕॏཁͰετʔϦʔΛߟ͑Δ w εϥΠυͷಡΈ্͛Ͱ͋ΕɺεϥΠυΛ ͢ΕεϐʔΧʔͷਓෆཁͱ͍͏ҙ w ͋͑ͯεϥΠυʹશ෦Λॻ͔ͣ5JQTతͳͷ ޱ಄Ͱ͑ΔͱɺࢀՃऀͷ͓ಘײΛ࡞Ε Δ ࣌ͷҹʹֶͬͨͼ
ӬೖࣾޙͷϓϨθϯػձ w 4MJEF4IBSFͷެ։εϥΠυ࡞ w 4QFBLFS%FDLͷެ։εϥΠυ࡞ w ͔ΒͷӬೖࣾपͷ ؒຖ݄ϓϨθϯ͢Δͱ͍͏اըΛͨ͠ w ࣄͰͷඇެ։ͳͲؚΊͱʹ͔͘ࢁ
w ࣄͰ͍ͯ͠Δ͜ͱϓϨθϯ͠ͳ͍ͱɺ ͋ͳͨͷࣄ୭ԿΘ͔Βͳ͍ w Φʔϓϯͳ044׆ಈʹ͓͍ͯ3VCZ,BJHJ ͰͷूେΛ·ͱΊͯ͢ w ΞδϟΠϧࣄۀ෦ͰΤϯδχΞͷٕज़ൃ ৴ͳͲͷϓϨθϯ͕Ӧۀ׆ಈ ΤϯδχΞͷࣗݾൃ৴࣌
w ίϛϡχςΟͱͷڞੜΛܝ͛Δ w 044׆ಈొஃࣗݾհΛ݉ͶΔ w ໊Βࣺͬͯͯ·͚͢ͲͶ w ։ൃऀͷإ͕ݟ͑Δ৫
ઐӦۀͷ͍ͳ͍෦ॺ
ࠓͷҰ
4PGUCBOL $SFBUJWF
Ͱ͔͍ϓϨθϯ ࢲ͋ͱ͕͖ʹνϣΠग़͖͠·ͨ͠
ߴڮϝιου IUUQXXXSVCZDPMPSPSHUBLBIBTIJ
"NB[POͰങ͑·͢😅
w εϥΠυຕ͕ଟ͍ w ޙΖͷਓͰಡΊΔϑΥϯταΠζ w ߴڮϝιου෦తʹ͏ ߴڮϝιουʹӨڹ͞Εͨࢲͷ࡞෩
εϥΠυ৬ਓͱͯ͠ͷӨڹ
Өڹ
w 1PXFS1PJOUʹͦΜͳ ៉ྷͳ ϑΥϯτ ͋ΔΜͩͶ w ,FZOPUFʹͦΜͳ ඒ͘͠ͳ͍ ϑΥϯτ ͋ΔΜͩͶ
w ϑΥϯτΛങ͏ͱ͍͏ൃ ϑΥϯτॏཁ
w େࡕʹ͋ΔߤۭձࣾͷϗςϧϥϯδͰߦ ΘΕͨॻ੶ͷήϥϋοΫͰLENTOS͞Μ͕ ײ৺͍ͯͨ͠ϑϨʔζͱهԱ ଓࢺ ͷΈͷεϥΠυ Θͳ͍
w લͷϖʔδʹͬͨεϥΠυΛ࠶දࣔ͠ ͍ͨΑ͏ͳͱ͖ɺ༧Ίίϐʔͯࠩ͠͠ࠐ ΜͰ͓͘ w ྫ͑ຕ·ͰਐΜͰ͔Βɺຕͷε ϥΠυΛදࣔ͢ΔετʔϦʔͷ߹ຕ ͷεϥΠυΛίϐʔͯ͠ຕʹೖΕΔ લͷεϥΠυʹ͞ͳ͍
w ͔ͨ͘ʹ͞Μʹڭ͑ͯΒͬͨςΫχοΫ w ͜ͷςΫχοΫ͚ͩͰεϥΠυͷ͕֨ άοͱ্͕Δ ը૾ಁաͱςΩετγϟυ
IUUQTLBLVUBOJDPNIUNMQ εϥΠυͮ͘Γͷύλʔϯީิ %SPQ:PVS-BTU4MJEFT
w ೖ೦ʹϦϋʔαϧ͢Δਓ࣮ࡍ͏·͍ w ͨͩࣗͦͷ͋ͨΓʹۈษͳਓͰͳ͍ ͷͰɺεϥΠυ࡞࣌ʹͷྲྀΕΛ܁Γฦ ͠ਪᏏͯ͠಄ʹೖΕͯऴΘΓ w ͭ·ΓϦϋ͠ͳ͍ Ϧϋʔαϧͷ༗ແ
ଟ͘ͷ࣮ྫΛΔ
w ςοΫΠϕϯτོͷݱ w 4QFBLFS%FDL4MJEF4IBSFͳͲʹΞο ϓϩʔυ͞ΕͨεϥΠυΛɺετʔϦʔ ߏσβΠϯͳͲݚڀରͱͯ͠ݟΔ w ςοΫΠϕϯτʹࢀՃͯ͠ࢁͷϓϨθϯ ΛݟΔ ΦϑϥΠϯొஃΛݟΔͷ͕͓નΊ
͍ͭͰͰ͖ΔϓϨθϯͷֶͼํ
ൃදωλ͕ͳ͍ʁ
w ࣌ؒಇ͍͍ͯͯɺԿωλ͕ͳ͍Θ͚ ͳ͍ w ΞΠσΞ͕߱Γͯ͘ΔλΠϛϯάͱൃදλΠ ϛϯάผͳͷͰɺͱʹ͔͘ࢥ͍͍ͭͨΞΠ σΞϝϞ͓ͯ͘͠ w ϝϞ͢Ε҆৺ͯ͠ΕΒΕΔCZUXBEB ωλΛετοΫ͢Δ
w ߱Γ͖ͯͨΞΠσΞͷͷߏʹ͢ɺε ϥΠυߏΛࢥ͍͍ͭͨΒϝϞΛΞοϓσʔτ ͢Δ w πʔϧ(NBJMͷԼॻ͖Ͱɺ#BTFDBNQͦ ͷଞͳΜͰྑ͍ w ϝϞͨ͠ઌΛΕͳ͍ීஈ͍ͷπʔϧ͕ྑ͍ ωλݩΛΞοϓσʔτ͢Δ
w ࢥ͍͍ͭͨߏϚʔΫμϯͳͲͰϝϞΛॻ͍ͯ ͓͘ͱɺ࣮ϓϨθϯςʔγϣϯπʔϧʹམͱ͠ࠐΉ ͱ͖ʹศར w 3BCCJULLVCVONELFZΛ͏ͱͦͷ··ຊ ൪ϓϨθϯͰ͖Δ w IUUQTHJUIVCDPNSBCCJUTIPDLFSSBCCJU w
IUUQTHJUIVCDPNLLVCVONELFZ ߏΛϝϞ͓ͯ͘͠ͱศར
ϓϩϙʔβϧهड़ ͷίπʁ
৹ࠪһ͕ϫΫϫΫ ͢ΔΑ͏ͳ༰Λ ॻ͘ͱྑ͍
εϥΠυΛ࡞Δ ͕࣌ؒͳ͍ʁ
͑Δ͕͖࣌ؒ͞ɺ ظͷௐ͋ͱ
ҰຕͰҰจ͚ͩ IUUQTLPJDIBUFOBCMPHDPNFOUSZPNPUFTBOEPSCUI w ొஃͳΒۭ͍͍ͯͨ w εϥΠυຕͰޠΕΔͷ w ಥʹ.BU[ࢀՃͷձͩͬͨ
εϥΠυͳ͠ қ͕ߴ͍
ൃද࣌ͷίπʁ
w Կਓ͔͕ൃද͢ΔܗࣜͷϓϨθϯͷ߹ʹ ɺલޙͷൃදऀɺ͋Δ͍͕ࣗҹʹ ͬͨϓϨθϯʹ͍ͭͯݴٴ͢ΔͱϥΠϒ ײ͕૿͢ w લ·Ͱ࡞͍ͬͯΔͱ͜Ε͕ͮ͠Β͍ͷ ͰɺΏͱΓ͓࣋ͬͯ͘ͷ͕͓͢͢Ί લޙͷਓͷൃදʹ৮ΕΔ
w Ή͠Ζʮ͜͜ޙͰ ͓ͯ͜͠͏ʯͱݴͬ ͓͚ͯྑ͍ w ϥΠϰͰमਖ਼͢Δͷ ͻͱͭͷख w ͪΖΜेηϧϑ ϨϏϡʔ͢Δ
UZQP͕͋ͬͯؾʹ͠ͳ͍ IUUQPCKFDUDMVCKQEPXOMPBEpMFTJQQPO"JSQEG ΠϯλϥΫςΟϒϓϨθϯςʔγϣϯύλʔϯζ
͓ΘΓʹ
ׂͷ༏ΕͨਓʹίετΛ͔͚ͨ΄͏͕ɺׂ ͷී௨ͷਓΛఈ্͛͢ΔΑΓ͕૿͑ΔͷͰ ͳ͍͔ ʮී௨ͷਓʯׂ͕͍Δ͔Βʹɺී௨ͷϗ τ͕ී௨Ҏ্ʹͳΕΔ΄͏ʹίετΛ͔͚ͨ΄ ͏͕ɺશମͱͯ͠ͷͷ૯ྔେ͖͘ͳΓ·͢ ׂׂ͔͔ ݁ͷͳ͍ ʰ͍͢͝ϓϨθϯߴڮϝιουͷຊʱϖʔδΑΓ
8JUIPVU1SBDUJDF /P&NFSHFODF मͤ͟ΕݱΘΕͣ