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
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
27
1Password 認証を MCP の起動単位にする
kiyohara
0
23
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
2026年 オープンキャンパス 研究室紹介
junkurihara
0
180
JPA2026_NetworkTutorial_JunKashihara
junkashihara
0
140
[最先端NLP勉強会2026] Agentic Rubrics as Contextual Verifiers for SWE Agents
rfujii
1
340
最先端NLP勉強会2026 論文紹介:Reasoning with Sampling: Your Base Model is Smarter Than You Think (ICLR 2026 paper)
kogoro
4
600
NLP colloquium: AI Safety Survey
kanekomasahiro
2
1.1k
PHTalks Bengaluru - SSRF When All Else Fails
dk999
0
1.1k
XDPerf: A High-Performance Traffic Generator Built with WASM and eBPF
takehaya
1
290
【ローカルAIに向き合う展示会vol.2】液体時間定数型モジュールを用いた オリジナルの双方向エンコーダーモデルNexteraBERT 推論速度向上検討並びにダウンストリーム評価
rikkabotan7
0
190
OWASP AISVS - C7
shiell
2
690
Cross-Media Human-Information Interaction
signer
PRO
0
230
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
300
Karkada さんの論文 × 2 の紹介: (1) Closed-Form Training Dynamics Reveal Learned Features and Linear Structure in Word2Vec-like Models, (2) Symmetry in language statistics shapes the geometry of model representations
eumesy
PRO
1
710
Featured
See All Featured
Between Models and Reality
mayunak
4
450
Accessibility Awareness
sabderemane
1
200
Odyssey Design
rkendrick25
PRO
2
800
Color Theory Basics | Prateek | Gurzu
gurzu
0
460
VelocityConf: Rendering Performance Case Studies
addyosmani
331
25k
Java REST API Framework Comparison - PWX 2021
mraible
34
9.7k
Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation
inesmontani
PRO
3
2.4k
Side Projects
sachag
455
43k
Fashionably flexible responsive web design (full day workshop)
malarkey
408
67k
SEO for Brand Visibility & Recognition
aleyda
0
4.7k
StorybookのUI Testing Handbookを読んだ
zakiyama
31
6.9k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
35
2.6k
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