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
ブロックチェーンと金融システム / Blockchain and Financial Systems
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Kenji Saito
PRO
December 09, 2021
Technology
210
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
ブロックチェーンと金融システム / Blockchain and Financial Systems
2021年12月14日(火)、東京大学およびオンラインにて開催された 近未来金融システム創造プログラム – 第13回 金融と技術 (各論IV) にて使用したスライドです。
Kenji Saito
PRO
December 09, 2021
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
23
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
43
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
210
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
49
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
91
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
82
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
250
Other Decks in Technology
See All in Technology
Amazon Quick on DesktopがIAM Identity Centerで動かない理由
yukiogawa
0
160
プロダクト思考 × 基盤思考を AIで実現する Compound Engineering
tkc66buzz
1
320
AIで実装は速くなった。なのにプロダクトは速くならない。職能の壁を越えて価値のフローを設計する
nwiizo
8
7.8k
ASTを使って影響範囲を特定する
nealle
0
150
GuardDuty 検知対応を DevOps Agent で効率化しようとしている話 / GuardDuty Investigations with DevOps Agent
masahirokawahara
1
360
GoにおけるFFIのこれまでとこれから
goccy
5
2.4k
AIで開発は速くなったのに、なぜ現場は楽にならないのか 〜あなたの組織のボトルネックを突き止めるワークショップ〜
jacopen
1
320
Driving AI Adoption Using In-House GPUs to Serve Qwen
po3rin
2
480
AIで仕事のやり方を変える
matsu7874
3
1k
ペアプロの価値はコードを書くことだけじゃない
codmoninc
PRO
0
170
Screen Lens - 今見てる画面を翻訳する
komagata
0
240
OpenTelemetry eBPF Instrumentationの舞台裏 / Behind the Scenes of OpenTelemetry eBPF Instrumentation
ymotongpoo
3
1k
Featured
See All Featured
Ethics towards AI in product and experience design
skipperchong
2
370
Six Lessons from altMBA
skipperchong
29
4.5k
Fashionably flexible responsive web design (full day workshop)
malarkey
408
67k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
508
140k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
232
55k
Bridging the Design Gap: How Collaborative Modelling removes blockers to flow between stakeholders and teams @FastFlow conf
baasie
0
690
Measuring & Analyzing Core Web Vitals
bluesmoon
9
990
The B2B funnel & how to create a winning content strategy
katarinadahlin
PRO
1
510
Digital Ethics as a Driver of Design Innovation
axbom
PRO
1
420
The Limits of Empathy - UXLibs8
cassininazir
1
650
Deep Space Network (abreviated)
tonyrice
0
300
How GitHub (no longer) Works
holman
316
150k
Transcript
Replicate the logs. – 13 ( IV)
[email protected]
/
[email protected]
— 2020-12-14 – p.1/40
https://speakerdeck.com/ks91 — 2020-12-14 – p.2/40
( ) SFC ( ) CSO (Chief Science Officer) 1993
( ) 2006 ( ) SFC 21 P2P (Peer-to-Peer) 2011 2018 2019 VR 2021.7 VR 2021.8 “ALL THESE WORLDS ARE YOURS” VR 2021.9 & VR 2021.12 ( (VR) ) → ( ) — 2020-12-14 – p.3/40
(1) 2020 9 60 (2020) : ( ) . .
. = ( ) GitHub Copilot (AI ) — 2020-12-14 – p.4/40
(2) (2020) : ( ) ( = + ) —
2020-12-14 – p.5/40
— 2020-12-14 – p.6/40
SAY NO TO BULLSHIT JOBS David Graeber, “Bullshit Jobs: A
Theory” (2018) ← (4 ) ( ) ( ) — 2020-12-14 – p.7/40
Alexa, ত࣌ ੈلޙ ࣾձγεςϜ ࣾձڥ ػց ٕज़ ਓؒ ࣗಈγεςϜ ྩ࣌
ੈلલ ిؾ͚ͭͯ ͍ ͍ ిؾ͚ͭͯ ͜ͷ݅ͷͱ͖ ٕज़Ͱ͋Γࣾձڥˠࣗવڥ ਓ ⇒ ( ) — 2020-12-14 – p.8/40
(4 ) (DX ) ( ) — 2020-12-14 – p.9/40
SF SF → VR 2021.7 — 2020-12-14 – p.10/40
VR (1) 50m — 2020-12-14 – p.11/40
VR (2) . . . — 2020-12-14 – p.12/40
VR (3) . . . 2030 — 2020-12-14 – p.13/40
( ) ⇒ ( ) — 2020-12-14 – p.14/40
— 2020-12-14 – p.15/40
( ) ( ) (BP : Blockchain Property ) BP-1
: ( ) BP-2 : ( , ) BP-3 : ( ) ( ) ( ) — 2020-12-14 – p.16/40
( ) ( ) ( ) ( ) ( 16
) SHA (Secure Hash Algorithm) ( ) 1bit — 2020-12-14 – p.17/40
( ) ( ) < , > ( ) :
< , > : : < , , > : OK NG — 2020-12-14 – p.18/40
BP-1 ( ), BP-2 ( ) BBc-1 f : →
BP-3 ( ) ( ) ( ) ← BP-2 ← BP-3 ( ) ( ) ← BP-3 + ← BP-{1,2} — 2020-12-14 – p.19/40
[Lamport 1984][Schneider 1990] (1) (2) (3) (4) ( ) ←
↑ — 2020-12-14 – p.20/40
( 4 TX ) SMRP (State Machine Replication Problem) SMRP-1
( ) SMRP-2 : ← — 2020-12-14 – p.21/40
( ) ( ) ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O
ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ϒϩοΫ൪߸O ͍ͪΜهɾॻ͖͑ͷίετ͕ߴ͍ྺ࢙ ࠷վ͟Μ͠ʹ͍͘ྺ࢙ ͕༗ޮ ͻͱͭखલͷϒϩοΫͷ ʮμΠδΣετʯ σδλϧॺ໊͞Εͨ ʮτϥϯβΫγϣϯ औҾ ʯ ϒϩοΫΛ࡞ΔͨΊʹɺͦͷʮμΠδΣετʯ͕͋ΔҎԼͱ͍͏݅Λຬͨͨ͠Γ 1SPPGPG8PSL Ծ௨՟ͷ࣋ͪʹԠͨ͡ݖརΛͬͨථͰউͬͨΓ 1SPPGPG4UBLF ͢Δඞཁ͕͋Δ ίετ͕͔͔Δ ϒϩοΫΛ࡞ΔਓͦͷதʹࣗʹѼͯͨ Ծ௨՟ͰͷใुΛॻ͖ࠐΉ͜ͱ͕Ͱ͖ɺ ͦͷϒϩοΫ͕༗ޮͳྺ࢙ͷதʹ͋Δ߹ʹ ݶΓใु༗ޮͱͳΔ τϥϯβΫγϣϯͷଘࡏΛ֬ೝ͢Δ ͨΊͷޮతͳํ๏͕ఏڙ͞ΕΔ ਖ਼ੑ ଘࡏੑ །Ұੑ Proof of Work ( ) . . . → — 2020-12-14 – p.22/40
(BP-3 ) ( : ) (BP-3 ) ( : )
(← NFT ) BP-{1,2,3} BP-{1, 2} ⇒ (← ) — 2020-12-14 – p.23/40
(DeFi) (DeFi : Decentralized Finance) ⇒ ( ) ⇒ (
) ⇒ ( ) ( ) NFT (Non-Fungible Token) NFT ( NFT ) — 2020-12-14 – p.24/40
. . . 2009 ↑ 11 . . . —
2020-12-14 – p.25/40
BBc-1/Ethereum API/ https://github.com/beyond-blockchain/examples/tree/master/certify-web 1. ID ( ) 2. ID ID
. . . ID ( ) — 2020-12-14 – p.26/40
ID { "id": "4445 4558 1689", "name": "Wednesday Addams", "born":
"1980-02-12", "address": "0001 Cemetery Lane", "public-key": "04d49e0786a37efce8552d6fd1566d7cfd86f110d4d95f1...4edb", "algo": "ecdsa-p256v1", "sig": "609b390f9486110d1ba39fc59cc46f1c2aa31ae8e40d3454c05a42...48e2", "pubkey": "0479c6676de61b41b7d0291b338f3279671d649f0a71bbb495...4bd1", } (Merkle) Ethereum — 2020-12-14 – p.27/40
*%Χʔυจॻ JEJE OBNF8FEOFTEBZ"EEBNTOBNF 8FEOFTEBZ"EEBNT ͷͷ ࣏ࣗମͷͷ CPSOCPSO BEESFTT$FNFUFSZ-BOFBEESFTT QVCMJDLFZEFDFECQVCMJDLFZ *%
Χʔυจॻ ͷμΠδΣετ ॺ໊͖ *% Χʔυจॻ ͷμΠδΣετ ࿈͔݁ͯ͠Β ܭࢉ͢Δ ॺ໊Λݕূ͠ɺ ޭͨ͠Β ࿈͔݁ͯ͠Β ܭࢉ͢Δ EJHFTU EJHFTU EJHFTU BMHPSJUIN TJHOBUVSF QVCMJDLFZ EJHFTU EJHFTU EJHFTU EJHFTU +40/ σʔλߏɺ෦ॲཧͰ 9.- ʹม͞Ε·͢ ͱͱ 9.- ༻ʹ࡞ͬͯ͋ΔϥΠϒϥϦΛ༻͍ͯ͠·͢ ɻ ෦తʹӅ͞Ε͍ͯͯূ໌Ͱ͖ΔΑ͏ʹɺηΫγϣϯ͝ͱʹμΠδΣετΛܭࢉ͍ͯ͠·͢ɻ ྫ͑ɺ*% ΧʔυͰྸॅॴɺ͋Δ͍ެ։伴Λ֬ೝ͢Δ͚ͩͰ͋Εɺ*% ൪߸ΛݟΔ͜ͱ͕๏Ͱېࢭ͞Ε͍ͯΔͷ߹ɺ *% ൪߸ΛӅͯ͠ ͦͷ෦ΛରԠ͢ΔμΠδΣετͰஔ͖͑ͯ ఏࣔͯ͠࠷ऴతʹॺ໊͖ *% Χʔυจॻͷಉ͡μΠδΣετΛܭࢉͰ͖ΔͷͰɺଘࡏূ໌͕Ͱ͖·͢ɻ ʮμΠδΣετʯͱɺ҉߸ֶతϋογϡؔʢࠓճ 4)"ʣʹΑͬͯܭࢉ͞Εͨͷ͜ͱͰ͢ɻ Θ͔ͣ ϏοτͰݩͷσʔλ͕ҟͳΔͱɺฦͬͯ͘Δ͕શ͘ҟͳΓɺμΠδΣετ͔ΒݩͷσʔλΛ ਪଌ͢Δ͜ͱͰ͖·ͤΜɻ — 2020-12-14 – p.28/40
API/ Merkle Proof จ ॻ จ ॻ จ
ॻ จ ॻ จ ॻ O μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ حͷ߹ ෳ͢Δ ɾจॻ Λಘͨ" ࢯɺಉ࣌ʹূ໌ཁૉͱͯ͠ɺϒϧʔͰࣔ͞ΕΔμΠδΣετͱ֤ʑ͕ࠨӈͷͲͪΒʹҐஔ͢Δ͔Λड͚औΔɻ ɾ" ࢯจॻ ͷμΠδΣετ͔Β࢝Ίͯɺ࿈͖݁͢Ұ࿈ͷμΠδΣετΛΔ͜ͱʹͳΔͷͰɺϚʔΫϧϧʔτʹࢸΔ·Ͱͷ ɹܭࢉΛ࠶ݱͰ͖ɺಘΒΕͨϚʔΫϧϧʔτ͕ &UIFSFVN εϚʔτίϯτϥΫτʹه͞Ε͍ͯΔͱҰக͢Δ͜ͱΛ֬ೝͰ͖Δɻ ɾͦͷܭࢉΛߦ͢Δͷ͕DFSUJGZXFCͷαʔϏε ݪཧͷཧղͱඞཁͳใ͕͋Ε୭Ͱ࠶ݱͰ͖Δ ূ໌͞ΕΔ ɻ ه͢Δ ಡΈग़ͤΔ ূ໌Λ ඞཁͱ͢Δऀʹ ։ࣔ͞ΕΔใ ˞##Dɺ͜ͷߏΛอଘ ɹ͍ͯ͠Δ͕ɺαϒπϦʔΛ ɹূ໌ཁૉԽͯͨ͠͠ޙɺ ɹূ໌͢Δ্Ͱ##D ෆཁ ެ։͞ΕΔใ ϚʔΫϧϧʔτ Ϛ ồ Ϋ ϧ γ ε ς Ϝ ͕ อ ͠ ֤ Ϣ ồ β ʹ ෦ త ʹ ͑ Δ ʜʜ ʜʜ ʜʜ ʜʜ ʜʜ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ μΠδΣετ &UIFSFVNϒϩοΫνΣʔϯ ʜ ʜ ##DϥΠϒϥϦ ূ໌ॻΞϓϦͰ࣮ݱ — 2020-12-14 – p.29/40
Merkle Proof ( ) { "proof": { "spec": { "subsystem":
"ethereum", "network": "ropsten", "contract": "BBcAnchor", "contract_address": "0x609CD0aF4663bbA6c7105fd34BbCBCDd5e75067C", "block": 9186681 }, "subtree": [ { "position": "right", "digest": "bd7d8c62a483e23b8e4713699bec9ff036ead7f3a72a8ff70684cdec1e8b6aeb" }, : # ] } } — 2020-12-14 – p.30/40
BBcAnchor.sol ( ) contract BBcAnchor { mapping (uint256 => uint)
public _digests; constructor () public { } function getStored(uint256 digest) public view returns (uint block_no) { return (_digests[digest]); } function isStored(uint256 digest) public view returns (bool isStored) { return (_digests[digest] > 0); } function store(uint256 digest) public returns (bool isAlreadyStored) { bool isRes = _digests[digest] > 0; if (!isRes) { _digests[digest] = block.number; } return (isRes); } } / — 2020-12-14 – p.31/40
τʔΫϯ ସ՟ฎ εϚʔτίϯτϥΫτ ݕূՄೳͳঢ়ଶϚγϯ ϓϩϏφϯε དྷྺূ໌ ସՄೳ ঈؐෆೳ ସՄೳ
ঈؐՄೳ ସෆೳ ঈؐՄೳ ସෆೳ ঈؐෆೳ ূ໌͢Δ ಉఆ͢Δ ࢧ͍ ࠷ॳͷԠ༻ *%Χʔυ ηΩϡϦςΟ τʔΫϯ ূ݊ ηϯαʔ ྲྀɾ Ҩݴॻ อݥਃ ͢Δ ײ͢Δ தԝۜߦ σδλϧ௨՟ ҭήʔϜ ൿີ伴Λ͑Δ͔Βຊਓʁ ෛ࠴ Ξηοτͷ දݱΛҠసͰ͖Δʁ ొ͞Εͨίʔυͱ ͦͷ࣮ߦϩάͱ݁Ռͷ ਅਖ਼ੑΛ୲อͰ͖Δʁ ݖҖ͕ Կ͔ͷ༰Λূ໌͢Δʁ ࣋ଓ͢Δଘࡏʹ͍ͭͯ هΛΞοϓσʔτՄʁ ओମ͕͍ͳ͘ͳͬͯ աڈͷσʔλ༗ޮʁ Ұൠతͳ ೝࣝ ػೳͷ ੳ݁Ռ — 2020-12-14 – p.32/40
( ) — 2020-12-14 – p.33/40
IP (Internet Protocol) ( ) : IP : / (IP
) : : — 2020-12-14 – p.34/40
: ⇒ LINE → → ( ) ( ) ⇒
→ → → — 2020-12-14 – p.35/40
( ) . . . ( : ) (GitHub ←
D.C. ) ( : ) ↑ P2P ( : Ethereum) ( ) — 2020-12-14 – p.36/40
( ) ( ) . . . ← ( )
. . . — 2020-12-14 – p.37/40
( ) (cyborg) = (cybernetic) (organism) 1 : ← 2
: ⇒ (1) (2) ⇒ ← — 2020-12-14 – p.38/40
ࠃʹΑΔ ҆શอো ՟ฎ ࢢ ۀࣾձ ઐੑͷ Խ ࢧ ࣋ ࢧ
࣋ ࢧ࣋ %9 ۚ༥ ൃߦ ೲ੫ ࣗಈԽɾޮԽɾຽओԽ ࣗಈԽɾ ޮԽɾ ຽओԽ ࣗಈԽɾ ޮԽɾ ຽओԽ ઐະԽʂ — 2020-12-14 – p.39/40
100 50 ( 50 ) ( ) . . .
— 2020-12-14 – p.40/40