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
Kenji Saito
PRO
April 17, 2025
Science
180
2
Share
研究って何だっけ / What is Research?
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」2025 春の第1回で使用したスライドです。
Kenji Saito
PRO
April 17, 2025
More Decks by Kenji Saito
See All by Kenji Saito
コーディング・エージェントを動かす (Windows WSL 編) / Running Coding Agent (Windows WSL Edition)
ks91
PRO
0
9
コーディング・エージェントを動かす (macOS Lima 編) / Running Coding Agent (macOS Lima Edition)
ks91
PRO
0
7
コーディング・エージェントを動かす (macOS ネイティブ編) / Running Coding Agent (macOS Native Edition)
ks91
PRO
0
8
講師自己紹介 / Lecturer's Self-Introduction
ks91
PRO
0
12
講師研究紹介 / Lecturer's Research Profiles
ks91
PRO
0
10
AI 前提社会における人間のトレーニング / Training Humans in an AI-Driven Society
ks91
PRO
0
41
民主主義というアナログAI と、逃走の線の描き方 / Democracy as an Analogue AI and How to Draw the Line of Escape
ks91
PRO
0
54
アカデミーキャンプ2026 冬「ウチらとヤツらのフューチャー・デザイン」DAY3 / Acadmy Camp 2026 Winter - Future Design by Us and Them DAY3
ks91
PRO
0
75
アカデミーキャンプ2026 冬「ウチらとヤツらのフューチャー・デザイン」DAY1 / Acadmy Camp 2026 Winter - Future Design by Us and Them
ks91
PRO
0
100
Other Decks in Science
See All in Science
My Little Monster
juzishuu
0
690
MCMCのR-hatは分散分析である
moricup
0
630
データマイニング - ウェブとグラフ
trycycle
PRO
0
270
Vibecoding for Product Managers
ibknadedeji
0
150
タンパク質間相互作⽤を利⽤した⼈⼯知能による新しい薬剤遺伝⼦-疾患相互作⽤の同定
tagtag
PRO
0
180
動的トリートメント・レジームを推定するDynTxRegimeパッケージ
saltcooky12
0
270
AI(人工知能)の過去・現在・未来 —AIは人間を超えるのか—
tagtag
PRO
0
170
データから見る勝敗の法則 / The principle of victory discovered by science (open lecture in NSSU)
konakalab
1
300
AIPシンポジウム 2025年度 成果報告会 「因果推論チーム」
sshimizu2006
3
450
Physical AIを支えるWeights & Biases
olachinkei
1
250
AIに仕事を奪われる 最初の医師たちへ
ikora128
0
1k
Non-Gaussian, nonlinear causal discovery with hidden variables and application
sshimizu2006
0
100
Featured
See All Featured
GitHub's CSS Performance
jonrohan
1032
470k
The innovator’s Mindset - Leading Through an Era of Exponential Change - McGill University 2025
jdejongh
PRO
1
140
Designing for humans not robots
tammielis
254
26k
Game over? The fight for quality and originality in the time of robots
wayneb77
1
160
Navigating Team Friction
lara
192
16k
sira's awesome portfolio website redesign presentation
elsirapls
0
210
Building a Scalable Design System with Sketch
lauravandoore
463
34k
世界の人気アプリ100個を分析して見えたペイウォール設計の心得
akihiro_kokubo
PRO
68
38k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
37
6.3k
Self-Hosted WebAssembly Runtime for Runtime-Neutral Checkpoint/Restore in Edge–Cloud Continuum
chikuwait
0
450
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
231
23k
Raft: Consensus for Rubyists
vanstee
141
7.4k
Transcript
Blockchain and Decentralized Finance — generated by Stable Diffusion 3.5
2025 1 2025 1 — 2025-04-18 – p.1/47
https://speakerdeck.com/ks91 2 2025 1 — 2025-04-18 – p.2/47
. . . . . . 2020 ( ) MBA
2025 1 — 2025-04-18 – p.3/47
(Ph.D.) http://matt.might.net/articles/phd-school-in-pictures/ Ph.D. : Philosophiae Doctor ( ) / Doctor
of Philosophy ( ) 2025 1 — 2025-04-18 – p.4/47
(1/15) The illustrated guide to a Ph.D. Matt Might matt.might.net
ֆͰΘ͔Δത࢜߸ͷಓϚοτɾϚΠτ 2025 1 — 2025-04-18 – p.5/47
(2/15) ਓྨͷࣝͷશൣғΛද͢ ԁΛߟ͍͑ͯͩ͘͞ 2025 1 — 2025-04-18 – p.6/47
(3/15) খֶߍΛଔۀ͢Δ͜Ζɺ ͦͷগ͠ ͍ͬͯΔͰ͠ΐ͏ 2025 1 — 2025-04-18 – p.7/47
(4/15) ߴߍΛଔۀ͢Δ͜Ζʹɺ ͏গ͠ ͍ͬͯΔͰ͠ΐ͏ 2025 1 — 2025-04-18 – p.8/47
(5/15) େֶΛଔۀ͢Δ͜Ζʹɺ ઐੑΛ ʹ͚͍ͭͯ·͢ 2025 1 — 2025-04-18 – p.9/47
(6/15) େֶӃͰम࢜߸ΛऔΔ͜ͱɺ ͦͷઐੑΛ ਂΊ·͢ 2025 1 — 2025-04-18 – p.10/47
(7/15) ݚڀจΛಡΉ͜ͱͰɺ ͦͷ࣌ͷਓྨͷͷ ݶքʹ౸ୡ͠·͢ 2025 1 — 2025-04-18 – p.11/47
(8/15) ͷݶքʹ౸ୡͨ͠ͳΒɺ ͦ͜Ͱूத͠·͢ 2025 1 — 2025-04-18 – p.12/47
(9/15) ͷݶքΛɺʹΘͨͬͯ ԡ͠ଓ͚·͢ 2025 1 — 2025-04-18 – p.13/47
(10/15) ͋ΔɺݶքΛಥഁͰ͖·͢ 2025 1 — 2025-04-18 – p.14/47
(11/15) Ph.D. ͦͷͱ͖͜͏ଆʹϙίοͱ ग़ͨͱ͜Ζ͕ɺത࢜߸ͳͷͰ͢ 2025 1 — 2025-04-18 – p.15/47
(12/15) ͪΖΜɺࠓ͋ͳͨʹ ੈք͕ҧͬͯݟ͍͑ͯΔͰ͠ΐ͏ 2025 1 — 2025-04-18 – p.16/47
(13/15) Ph.D. ͔ͩΒͦ͜େ͖ͳֆΛΕͣʹ 2025 1 — 2025-04-18 – p.17/47
(14/15) Keep pushing. ԡ͠ଓ͚Ζɻ 2025 1 — 2025-04-18 – p.18/47
(15/15) More at http://blog.might.net/ 2025 1 — 2025-04-18 – p.19/47
http://matt.might.net/articles/phd-school-in-pictures/ 2025 1 — 2025-04-18 – p.20/47
͜Ε·Ͱ ͜Ε͔Β ਓؒʹΑΔ ൃݟɾൃ໌ ਓྨͷࣝͷશൣғ ਓྨͷࣝͷશൣғ จ จ ࣗಈ ੜ
จ ࣗಈ ੜ จ ࣗಈ ੜ จ ͢Ͱʹ ಡΈΕͳ͍ ֶҐɾ໊ͳͲͷ ΠϯηϯςΟϒ ح৺Ͱۦಈ શࣗಈ͕ͩ ௐ͞ΕΔ ·ͬͨ͘ ಡΈΕͳ͍ ͕ɺਓྨશମ ͷͷ֦ுͷ ͱͳΔ DG;1% ཧ ϝλࣗવબ 2025 1 — 2025-04-18 – p.21/47
↑ ↑ 2025 1 — 2025-04-18 – p.22/47
2025 1 — 2025-04-18 – p.23/47
: ( ) : : : : : : :
: : 2025 1 — 2025-04-18 – p.24/47
1 : { | } ← ⇓ 2 : {
| } ← 1 2 ( ) ← ← ← 2025 1 — 2025-04-18 – p.25/47
: ← ( ( ) ) ← ( ) (
) ( ) ( ) 2025 1 — 2025-04-18 – p.26/47
. . . : → ( ) → 1 (
) : → ( ) → 2 : → ( ) → 3 2025 1 — 2025-04-18 – p.27/47
. . . ( ) : ( = , )
: 2025 1 — 2025-04-18 – p.28/47
2025 1 — 2025-04-18 – p.29/47
< ΞΧΩϟϯ > αΠςʔγϣϯ Ҿ༻ ( = ) (
) 2025 1 — 2025-04-18 – p.30/47
— ( ) arXiv ( ), SSRN, BioRxiv, medRxiv, etc.
( ) / ( ) ( ) 2025 1 — 2025-04-18 – p.31/47
= 2025 1 — 2025-04-18 – p.32/47
( ) Google Scholar ( Deep Research ) https://scholar.google.com (
) ( ) ( ) ( ) ( . . . ) ( ) 2025 1 — 2025-04-18 – p.33/47
— 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 2025 1 — 2025-04-18 – p.34/47
. . . , , (Wikipedia) 2025 1 — 2025-04-18
– p.35/47
(2020 ) 5 300 https://www.livescience.com/torsion-balance-breakthrough-prize.html 5 5 . . .
( ) 2025 1 — 2025-04-18 – p.36/47
( ) 2025 1 — 2025-04-18 – p.37/47
: (1) : ( ) (2) : ( ) ⇒
2025 1 — 2025-04-18 – p.38/47
( ) ( + ) ( ) 2025 1 —
2025-04-18 – p.39/47
( ) 2025 1 — 2025-04-18 – p.40/47
2025 1 — 2025-04-18 – p.41/47
( ) ( ) 2025 1 — 2025-04-18 – p.42/47
“What I cannot create, I do not understand.” “Know how
to solve every problem that has been solved.” 2025 1 — 2025-04-18 – p.43/47
ͯ͢ಉ͡৭ ͯ͢ಉ͡৭ 3 ( # 3 ( # 2025 1
— 2025-04-18 – p.44/47
3 ( # 3 ( # 3 ( # ෆಁ໌ͰඃͤΔ
3 ( # 3 ( # ͷղऍ ݩʑ͜Μͳ৭ʁ Կ͔ඃ͍ͬͯ͞Δ ೖྗ͞Εͨ৭ ը૾ͷ࡞Γํ 2025 1 — 2025-04-18 – p.45/47
. . . 2025 1 — 2025-04-18 – p.46/47
2025 1 — 2025-04-18 – p.47/47