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
地方エンジニアの日常 - 業務からコミュニティ活動まで
Search
Tomokazu Kiyohara
May 11, 2019
Research
350
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
地方エンジニアの日常 - 業務からコミュニティ活動まで
WIDE Project 研究会 2019年5月 LT枠
Tomokazu Kiyohara
May 11, 2019
More Decks by Tomokazu Kiyohara
See All by Tomokazu Kiyohara
AI Agent に GitHub の鍵を渡しっぱなしにしない
kiyohara
0
34
1Password 認証を MCP の起動単位にする
kiyohara
0
27
読めるかな?ちょっとレアなRubyの記法
kiyohara
0
100
Lightning Talk イベント運営を いいがにやりたい
kiyohara
0
150
首負担皆無!ゼログラビティ プログラミングスタイル
kiyohara
0
440
北陸で Ruby なお仕事に携わるための3つの戦略
kiyohara
1
1.8k
Algolia in CAMPFIRE
kiyohara
0
4.1k
Web to macOS native app
kiyohara
0
470
金沢アプリ開発塾セミナー資料「テストについて」
kiyohara
1
320
Other Decks in Research
See All in Research
CVPR2026論文紹介_VLMにとって良いvision encoderとは何か?Rethinking Model Selection in VLM Through the Lens of Gromov-Wasserstein Distance
kobayashi31
1
220
Language and AI
ayaniwa
0
290
VLMの推論を高速化する視覚トークン削減の仕組み
tattaka
2
320
IA for theory
gpeyre
1
430
XDPerf: A High-Performance Traffic Generator Built with WASM and eBPF
takehaya
1
310
LA-Bench 2025:実験指示から実行可能手順を生成するためのデータセット/LA-Bench 2025: A Dataset for Generating Executable Experimental Procedures from Experimental Instructions
stktu
0
190
多様なデータを許容し学習し続ける模倣学習 / Advanced Imitation Learning for VLA
prinlab
0
330
コーディングエージェントとABNを再考
hf149
2
870
ros2-perf-multihost: 分散システムにおける客観的なアーキテクチャ評価フレームワーク
takasehideki
0
270
Ghost in the 7‑Zip: The Shadow of Residential Proxies Creeping into Your Life
nttcom
0
2.1k
【中間報告】国会議員の立法・政策実務を支える環境を巡る現状と課題
polipoli
0
620
PHTalks Bengaluru - SSRF When All Else Fails
dk999
0
1.2k
Featured
See All Featured
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
710
Docker and Python
trallard
47
4.2k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
38
3k
The Impact of AI in SEO - AI Overviews June 2024 Edition
aleyda
6
1.2k
State of Search Keynote: SEO is Dead Long Live SEO
ryanjones
0
280
Ten Tips & Tricks for a 🌱 transition
stuffmc
1
230
Leveraging LLMs for student feedback in introductory data science courses - posit::conf(2025)
minecr
1
400
Breaking role norms: Why Content Design is so much more than writing copy - Taylor Woolridge
uxyall
1
410
16th Malabo Montpellier Forum Presentation
akademiya2063
PRO
0
380
Designing for humans not robots
tammielis
254
26k
What's in a price? How to price your products and services
michaelherold
247
13k
The Illustrated Guide to Node.js - THAT Conference 2024
reverentgeek
1
520
Transcript
ํΤϯδχΞͷৗ ۀ͔ΒίϛϡχςΟ׆ಈ·Ͱ 8*%&1SPKFDUݚڀձ݄-5 *5Ϗδωεϓϥβଂ ਗ਼ݪஐ
ࣗݾհ w ਗ਼ݪஐ w +"*45ത࢜લظमྃ w ࣰాݚڀࣨ w גࣜձࣾΫϧΟοτॴଐ w
ੴݝʑࢢࢢ
͍͑ͨ͜ͱ w ౦ژʹ͚ͯӋ͖͕ͨͪͳֶੜ͞Μͷ಄ͷย۱ʹ ํΤϯδχΞͱ͍͏બࢶΛΓࠐ·͍ͤͨ w ͦΜͳʹѱ͘ͳ͍Α
ΞδΣϯμ w ࣄͷ༰ w ۈͷ͔ͨ͠ w ίϛϡχςΟ׆ಈ
ΞδΣϯμ w ࣄͷ༰ w ۈͷ͔ͨ͠ w ίϛϡχςΟ׆ಈ
ࣄͷ༰ w ݚڀػߏ༷ͷ͓ࣄ w ΫϥυϑΝϯσΟϯάαʔϏε༷ͷ͓ࣄ w ํاۀ༷ͷ͓ࣄ w FUD
ݚڀػߏ༷ͷ͓ࣄ w େن࣮ݧڥ੍ޚػߏͷߏஙิॿ w ͍ΘΏΔडୗ։ൃ w ٕज़ҠసΛ׆༻ͨ͠ηΩϡϦςΟαʔϏεͷߏங w ࣗࣾαʔϏεͷ࣮ӡ༻ w
࠷ઌͷݚڀʹ৮Εͳ͕Β։ൃ w ͨͷ͍͠
ΫϥυϑΝϯσΟϯάαʔϏε༷ͷ ͓ࣄ w ػೳՃ࣮ӡ༻ͷ͓ख͍ w SBJMT DJSDMFDJ BXT HJUIVC TMBDL
IVCPU SPMMCBS BTBOB UFSSBGPSN TFOEHSJE WVFKT w #UP$ͳαʔϏεΛΠϚυΩͳٕज़Λͬͯ࡞Δ w ͨͷ͍͠
ํاۀ༷ͷ͓ࣄ w ༌ग़ʹ͔͔ΔडൃγεςϜͷ৽ن࡞ͱӡ༻ w SBJMT DJSDMFDJ BXT HJUIVC TMBDL IFSPLV
QBQFSUSBJM QPTUHSFTRM SFEJT OFXSFMJD w #UP#ͳαʔϏεΛׂͱ৽͍ٕ͠ज़Λͬͯ࡞Δ w ͨͷ͍͠
ํͰΘΓͱָ͍͠ ͓ࣄͰ͖ͦ͏͡Όͳ͍ʁ
ΞδΣϯμ w ࣄͷ༰ w ۈͷ͔ͨ͠ w ίϛϡχςΟ׆ಈ
ۈͷ͔ͨ͠ w ׂϦϞʔτ w ׂिʹʑࢢͷࣄॴʹग़ۈ w ͦΕҎ֎ͯࣗ͢ͰରԠ w ͓٬༷ͷࣄͱΑΓࣾۀ
ۈͷ͔ͨ͠ w ࿈བྷखஈ4MBDL;PPN(4VJUF .BJM w ࢿྉڞ༗खஈ w (4VJUF
%SJWF w %SPQCPY w ΦϯϓϨϑΝΠϧαʔόʔʹ71/ܦ༝Ͱ
ۈͷ͔ͨ͠ w ϦϞʔτϫʔΫΛࢧ͑Δࣾձతڥ͕ेཱ֬ͨ͠ w ςΫϊϩδʔɾαʔϏεͱΑΓ w Ϗδωεʹ͔͔ΘΔਓͷʮҙࣝʯมΘͬͨ w ϦϞʔτͰ͍͍ΑͶɺͱ͍͏ίϯςΩετ
w ͪΖΜ՝͋Δ͕ӽ͑ΒΕͳ͍͜ͱͳ͍ w ͜Ε͔Βઌ͞Βʹӽ͑͘͢ͳΔͣ
ॴʹറΒΕͳ͍ۈ Ͱ͖ͦ͏͡Όͳ͍ʁ
ΞδΣϯμ w ࣄͷ༰ w ۈͷ͔ͨ͠ w ίϛϡχςΟ׆ಈ
ίϛϡχςΟ׆ಈ w ͍͔ͭ͘ͷίϛϡχςΟͰӡӦͱͯ͠׆ಈ w ,BOB[BXBSC w $PEFGPS,BOB[BXB
,BOB[BXBSC w 3VCZษڧձίϛϡχςΟʜͱͯ͠͡·ͬͨ w ͍·Ͱ3VCZ͚ͩͰͳ͋͘ΒΏΔٕज़ʹؔ͢Δใަͷ w ຖ݄ճNFFUVQΠϕϯτΛ࣮ࢪʢ݄Ͱճͷ։࠵ʣ w ࣾձਓ͚ͩͰͳֶ͘ੜ͞Μଟ͘ࢀՃ w
ۚେֶɺۚۀେֶɺੴߴઐFUD w +"*45मྃੜଟʂ w IUUQTL[SCPSH
$PEFGPS,BOB[BXB w ʮγϏοΫςοΫʯͱ͍͏ΩʔϫʔυͷͱɺҬͷ՝ΛҬ ʹॅΉࢢຽ͕ࣗ*5σβΠϯͷྗΛ͍ͪͯࣗओతʹղܾ͢Δ Λ࡞Δ͜ͱΛඪͱͯ͠׆ಈ͢ΔҰൠࣾஂ๏ਓ w ۚࢢͷʮ͝ΈͷνΣοΫπʔϧʯΛ࡞ w શࠃͷίϛϡχςΟ͕ಠࣗ൛Λ࡞ w
ۚࢢͱڞಉͰֶੜ͚ແྉΞϓϦ։ൃษڧձΛ։࠵ w ຖ݄ճNFFUVQΠϕϯτʢ$JWJD)BDL/JHIUʣΛ࣮ࢪ w IUUQDPEFGPSLBOB[BXBPSH
Ͱ׆ಈ͢Δ༷ʑͳίϛϡχςΟ w +"846(,BOB[BXBʢੴʣ w ,BOB[BXB*P5ʢੴʣ w ;͘͘ձʢҪʣ w 5PZBNBSCʢࢁʣ w
)PLVSJLV/&5ʢݝʣ w FUD
ํʹ ಉ࢜ͷ͍ؒΔΑʁ
͍͑ͨ͜ͱ w ౦ژʹ͚ͯӋ͖͕ͨͪͳֶੜ͞Μͷ಄ͷย۱ʹ ํΤϯδχΞͱ͍͏બࢶΛΓࠐ·͍ͤͨ w ͦΜͳʹѱ͘ͳ͍Α
ิ w ౦ژΑΓʮ͍͍ʯͱ͍͏Ͱͳ͍Ͱ͢ w ྑ͍ͱ͜Ζ͋Δ͠ѱ͍ͱ͜Ζ͋Δ w બࢶΛ૿͍͚ͯͨͩ͠Ε
ิ w ίϛϡχςΟͷنʹؔͯ͠ਓޱͷͳͷͰԿ ΛͲ͏ߟ͑ͯ౦ژͷํ͕͍͍Ͱ͢ w ͱ͍͑ɺθϩ͡Όͳ͍ΜͩΑʂͱݴ͍͍ͨ w ࣄ༰ۈܗଶʹ͍ͭͯɺΫϧΟοτ͚ͩ ͕ಛผͱ͍͏͜ͱͳ͍ɺͣʂ
w ͓ͦΒͨ͘ͿΜ͖ͬͱ
͓ΘΓ