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
研究って何だっけ / What is Research?
Search
Sponsored
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
Kenji Saito
PRO
April 13, 2023
Technology
190
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
研究って何だっけ / What is Research?
2023年4月14日(金)、早稲田大学大学院経営管理研究科「ブロックチェーンと分散ファイナンス演習・研究指導」2023春夏 第1回にて使用したスライドです。
Kenji Saito
PRO
April 13, 2023
More Decks by Kenji Saito
See All by Kenji Saito
国と地域のマネジメントと AGI / National and Regional Management and AGI
ks91
PRO
0
7
2026 年度「AI による研究・教育サポート」ワークショップ (教員向け) / AY 2026 “AI-Based Research and Education Support” Workshop (For Faculty)
ks91
PRO
0
39
エージェント化するAI:現在地とその先に起きる変化 / AI as Agents: The Current State and the Changes Ahead
ks91
PRO
0
200
文化的ループ (推論, エージェント) と思考プロセスの検証可能性 / Cultural Loops (Inference, Agents) and the Verifiability of Thought Processes
ks91
PRO
0
47
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 3 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY3
ks91
PRO
0
90
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 1 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY1
ks91
PRO
0
81
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 2 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY2
ks91
PRO
0
110
責任2.0 ∼ AI が主体となる世界で ∼ / Responsibility 2.0: In a World Where AI Takes Responsibilities
ks91
PRO
0
110
発表と総括 / Presentations and Summary
ks91
PRO
0
240
Other Decks in Technology
See All in Technology
Backstageでつくるセルフサービスな社内開発基盤
kikunosuke75
1
280
PdMをやめて、 "プロダクトビルダー"という 働き方に変えました / PdM to Product Builder
shikichee
2
710
Azure App Service / Container Apps の組み込み認証
kuniteru
0
190
ブラウザアプリの継続的パフォーマンスモニタリング (序) / Continuous Browser Application Performance Monitoring; Act 1
moznion
0
110
AIとペアプロを始める。人とのペアプロをやめる。ペアプロの良さを改めて知る。もっと好きになった。 / Rediscovering Pair Programming
honyanya
1
230
grill-me(grilling):AI駆動開発を超助けてくれるSkill / grill me
mathbullet
0
100
DGX Sparkを2台使って いろいろ動かす話
sonoda_mj
1
130
Genie Code ワークショップ 応用編 / Genie-Code-Workshop-advanced
databricksjapan
PRO
0
320
推論の観測、できていますか? 〜 Google Cloud Gemini Enterprise Agent Platformで 3つの Gemini モデルを実測して踏んだ、評価の罠 〜
shukob
PRO
0
140
『止めない』を設計する — 制約の中で、事業の根幹を支える判断
hiroyaterui
0
190
Driving AI Adoption Using In-House GPUs to Serve Qwen
po3rin
2
450
Genie Code ワークショップ 基礎編 / Genie-Code-Workshop-fundamental
databricksjapan
PRO
0
350
Featured
See All Featured
Imperfection Machines: The Place of Print at Facebook
scottboms
270
14k
We Are The Robots
honzajavorek
0
330
Primal Persuasion: How to Engage the Brain for Learning That Lasts
tmiket
0
440
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
12
1.3k
A Soul's Torment
seathinner
7
3.5k
What Being in a Rock Band Can Teach Us About Real World SEO
427marketing
0
1.1k
Side Projects
sachag
455
43k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
400
Evolving SEO for Evolving Search Engines
ryanjones
0
280
Leadership Guide Workshop - DevTernity 2021
reverentgeek
1
360
Lessons Learnt from Crawling 1000+ Websites
charlesmeaden
PRO
1
1.6k
Darren the Foodie - Storyboard
khoart
PRO
3
3.9k
Transcript
From retrofuture to real future — generated by Stable Diffusion.
2023 1 2023 1 — 2023-04-14 – p.1/46
https://speakerdeck.com/ks91 2 2023 1 — 2023-04-14 – p.2/46
. . . . . . 2020 ( ) MBA
2023 1 — 2023-04-14 – p.3/46
(Ph.D.) http://matt.might.net/articles/phd-school-in-pictures/ Ph.D. : Philosophiae Doctor ( ) / Doctor
of Philosophy ( ) 2023 1 — 2023-04-14 – p.4/46
(1/15) The illustrated guide to a Ph.D. Matt Might matt.might.net
ֆͰΘ͔Δത࢜߸ͷಓϚοτɾϚΠτ 2023 1 — 2023-04-14 – p.5/46
(2/15) ਓྨͷࣝͷશൣғΛද͢ ԁΛߟ͍͑ͯͩ͘͞ 2023 1 — 2023-04-14 – p.6/46
(3/15) খֶߍΛଔۀ͢Δ͜Ζɺ ͦͷগ͠ ͍ͬͯΔͰ͠ΐ͏ 2023 1 — 2023-04-14 – p.7/46
(4/15) ߴߍΛଔۀ͢Δ͜Ζʹɺ ͏গ͠ ͍ͬͯΔͰ͠ΐ͏ 2023 1 — 2023-04-14 – p.8/46
(5/15) େֶΛଔۀ͢Δ͜Ζʹɺ ઐੑΛ ʹ͚͍ͭͯ·͢ 2023 1 — 2023-04-14 – p.9/46
(6/15) େֶӃͰम࢜߸ΛऔΔ͜ͱɺ ͦͷઐੑΛ ਂΊ·͢ 2023 1 — 2023-04-14 – p.10/46
(7/15) ݚڀจΛಡΉ͜ͱͰɺ ͦͷ࣌ͷਓྨͷͷ ݶքʹ౸ୡ͠·͢ 2023 1 — 2023-04-14 – p.11/46
(8/15) ͷݶքʹ౸ୡͨ͠ͳΒɺ ͦ͜Ͱूத͠·͢ 2023 1 — 2023-04-14 – p.12/46
(9/15) ͷݶքΛɺʹΘͨͬͯ ԡ͠ଓ͚·͢ 2023 1 — 2023-04-14 – p.13/46
(10/15) ͋ΔɺݶքΛಥഁͰ͖·͢ 2023 1 — 2023-04-14 – p.14/46
(11/15) Ph.D. ͦͷͱ͖͜͏ଆʹϙίοͱ ग़ͨͱ͜Ζ͕ɺത࢜߸ͳͷͰ͢ 2023 1 — 2023-04-14 – p.15/46
(12/15) ͪΖΜɺࠓ͋ͳͨʹ ੈք͕ҧͬͯݟ͍͑ͯΔͰ͠ΐ͏ 2023 1 — 2023-04-14 – p.16/46
(13/15) Ph.D. ͔ͩΒͦ͜େ͖ͳֆΛΕͣʹ 2023 1 — 2023-04-14 – p.17/46
(14/15) Keep pushing. ԡ͠ଓ͚Ζɻ 2023 1 — 2023-04-14 – p.18/46
(15/15) More at http://blog.might.net/ 2023 1 — 2023-04-14 – p.19/46
http://matt.might.net/articles/phd-school-in-pictures/ 2023 1 — 2023-04-14 – p.20/46
↑ ↑ 2023 1 — 2023-04-14 – p.21/46
2023 1 — 2023-04-14 – p.22/46
: ( ) : : : : : : :
: : 2023 1 — 2023-04-14 – p.23/46
1 : { | } ← ⇓ 2 : {
| } ← 1 2 ( ) ← ← ← 2023 1 — 2023-04-14 – p.24/46
: ← ( ( ) ) ← ( ) (
) ( ) ( ) 2023 1 — 2023-04-14 – p.25/46
. . . : → ( ) → 1 (
) : → ( ) → 2 : → ( ) → 3 2023 1 — 2023-04-14 – p.26/46
. . . ( ) : ( = , )
: 2023 1 — 2023-04-14 – p.27/46
2023 1 — 2023-04-14 – p.28/46
< ΞΧΩϟϯ > αΠςʔγϣϯ Ҿ༻ ( = ) (
) 2023 1 — 2023-04-14 – p.29/46
— ( ) arXiv ( ), SSRN, BioRxiv, medRxiv, etc.
( ) / ( ) ( ) 2023 1 — 2023-04-14 – p.30/46
= 2023 1 — 2023-04-14 – p.31/46
( ) Google Scholar https://scholar.google.com ( ) ( ) (
) ( ) ( . . . ) ( ) 2023 1 — 2023-04-14 – p.32/46
— Molly K. Macauley, “The economics of space debris: Estimating
the costs and benefits of debris mitigation” ( ) ( DeepL ) DOI ( ) Digital Object Identifier ( ) https://doi.org/ DOI https://doi.org/10.1016/j.actaastro.2015.05.006 2023 1 — 2023-04-14 – p.33/46
. . . , , (Wikipedia) 2023 1 — 2023-04-14
– p.34/46
5 300 https://www.livescience.com/torsion-balance-breakthrough-prize.html 5 5 . . . ( )
2023 1 — 2023-04-14 – p.35/46
( ) 2023 1 — 2023-04-14 – p.36/46
: (1) : ( ) (2) : ( ) ⇒
2023 1 — 2023-04-14 – p.37/46
( ) ( + ) ( ) 2023 1 —
2023-04-14 – p.38/46
( ) 2023 1 — 2023-04-14 – p.39/46
2023 1 — 2023-04-14 – p.40/46
( ) ( ) 2023 1 — 2023-04-14 – p.41/46
“What I cannot create, I do not understand.” “Know how
to solve every problem that has been solved.” 2023 1 — 2023-04-14 – p.42/46
ͯ͢ಉ͡৭ ͯ͢ಉ͡৭ 3 ( # 3 ( # 2023 1
— 2023-04-14 – p.43/46
3 ( # 3 ( # 3 ( # ෆಁ໌ͰඃͤΔ
3 ( # 3 ( # ͷղऍ ݩʑ͜Μͳ৭ʁ Կ͔ඃ͍ͬͯ͞Δ ೖྗ͞Εͨ৭ ը૾ͷ࡞Γํ 2023 1 — 2023-04-14 – p.44/46
. . . 2023 1 — 2023-04-14 – p.45/46
2023 1 — 2023-04-14 – p.46/46