SlideShare a Scribd company logo
1 of 22
Scale Free Law:  Network Science and Copyright Andrés Guadamuz González  AHRC Research Centre for Studies in  Intellectual Property and Technology Law
Raising Leviathan? Or what do Newton, Hobbes and Smith have in common?
Random social networks
Scale-free social networks
Distributions “ Bell” Distributions Power Law Distributions
Random and scale-free networks
The Internet
Normal topologies
Scale-free topologies
Characteristics of scale-free networks ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Six degrees of interdisciplinary collaborations
Six degrees of… sexual contacts?
Six degrees of… yeast proteins?
Long tail economics
What about copyright law? ,[object Object],[object Object],[object Object],[object Object]
ISP: Six degrees of one web sites
New copyright policies for the long tail
P2P is good for the tail Source: David Blackburn,  Online Piracy and Recorded Music Sales (2004)   165,054 133,983 99% 47,357 45,255 95% 26,934 26,531 90% 9,831 10,110 75% 2,851 2,852 50% 745 757 25% 277 281 10% 166 170 5% 70 73 1% Sales with 30% less file-sharing Actual Sales Percentile
P2P network map
Cascading failures
Networks operate in a deterministic manner
Thank you [email_address]

More Related Content

Similar to Scale-Free Law

Turing Talk Slides
Turing Talk SlidesTuring Talk Slides
Turing Talk SlidesAnnu Sharma
 
Open Source Software Licenses (for humans)
Open Source Software Licenses (for humans)Open Source Software Licenses (for humans)
Open Source Software Licenses (for humans)Shijie Feng
 
4 things you need to know before investigating on the internet
4 things you need to know before investigating on the internet4 things you need to know before investigating on the internet
4 things you need to know before investigating on the internetJulio Cortés
 
Information Networks And Their Dynamics
Information Networks And Their DynamicsInformation Networks And Their Dynamics
Information Networks And Their DynamicsSrinath Srinivasa
 
Copyright: Freedom vs. Control
Copyright: Freedom vs. ControlCopyright: Freedom vs. Control
Copyright: Freedom vs. ControlA0u
 
An Introduction to Network Theory
An Introduction to Network TheoryAn Introduction to Network Theory
An Introduction to Network TheorySocialphysicist
 
Fair Use & Critical Commons
Fair Use & Critical CommonsFair Use & Critical Commons
Fair Use & Critical Commonsironman28
 

Similar to Scale-Free Law (13)

Turing Talk Slides
Turing Talk SlidesTuring Talk Slides
Turing Talk Slides
 
Theory Cyberspace
Theory CyberspaceTheory Cyberspace
Theory Cyberspace
 
Open Source Software Licenses (for humans)
Open Source Software Licenses (for humans)Open Source Software Licenses (for humans)
Open Source Software Licenses (for humans)
 
4 things you need to know before investigating on the internet
4 things you need to know before investigating on the internet4 things you need to know before investigating on the internet
4 things you need to know before investigating on the internet
 
ACRL
ACRLACRL
ACRL
 
Cyber ethics
Cyber ethicsCyber ethics
Cyber ethics
 
Information Networks And Their Dynamics
Information Networks And Their DynamicsInformation Networks And Their Dynamics
Information Networks And Their Dynamics
 
Net nutrality
Net nutralityNet nutrality
Net nutrality
 
Copyright: Freedom vs. Control
Copyright: Freedom vs. ControlCopyright: Freedom vs. Control
Copyright: Freedom vs. Control
 
Ethics
EthicsEthics
Ethics
 
Ethics
EthicsEthics
Ethics
 
An Introduction to Network Theory
An Introduction to Network TheoryAn Introduction to Network Theory
An Introduction to Network Theory
 
Fair Use & Critical Commons
Fair Use & Critical CommonsFair Use & Critical Commons
Fair Use & Critical Commons
 

More from Andres Guadamuz

Do androids dream of electric copyright?
Do androids dream of electric copyright?Do androids dream of electric copyright?
Do androids dream of electric copyright?Andres Guadamuz
 
Metaverse: Some regulatory musings
Metaverse: Some regulatory musingsMetaverse: Some regulatory musings
Metaverse: Some regulatory musingsAndres Guadamuz
 
These are not the Apes you’re looking for: Why copyright and NFTs don’t work ...
These are not the Apes you’re looking for: Why copyright and NFTs don’t work ...These are not the Apes you’re looking for: Why copyright and NFTs don’t work ...
These are not the Apes you’re looking for: Why copyright and NFTs don’t work ...Andres Guadamuz
 
The Web of Time: The Metaverse Reborn
The Web of Time: The Metaverse RebornThe Web of Time: The Metaverse Reborn
The Web of Time: The Metaverse RebornAndres Guadamuz
 
Understanding the NFT Ecosystem
Understanding the NFT Ecosystem Understanding the NFT Ecosystem
Understanding the NFT Ecosystem Andres Guadamuz
 
Non-fungible tokens (NFTs)
Non-fungible tokens (NFTs)Non-fungible tokens (NFTs)
Non-fungible tokens (NFTs)Andres Guadamuz
 
Ceci n’est pas une pipe: Adventures in NFT-land
Ceci n’est pas une pipe: Adventures in NFT-landCeci n’est pas une pipe: Adventures in NFT-land
Ceci n’est pas une pipe: Adventures in NFT-landAndres Guadamuz
 
Contratos inteligentes en las industrias creativas
Contratos inteligentes en las industrias creativasContratos inteligentes en las industrias creativas
Contratos inteligentes en las industrias creativasAndres Guadamuz
 
Ai and copyright: the way forward
Ai and copyright: the way forwardAi and copyright: the way forward
Ai and copyright: the way forwardAndres Guadamuz
 
AI Copyright international perspective
AI Copyright international perspectiveAI Copyright international perspective
AI Copyright international perspectiveAndres Guadamuz
 
Do Androids Dream of Electric Copyright?
Do Androids Dream of Electric Copyright?Do Androids Dream of Electric Copyright?
Do Androids Dream of Electric Copyright?Andres Guadamuz
 
Cyber-dystopianism: The Internet seen through the lens of nightmares
Cyber-dystopianism: The Internet seen through the lens of nightmaresCyber-dystopianism: The Internet seen through the lens of nightmares
Cyber-dystopianism: The Internet seen through the lens of nightmaresAndres Guadamuz
 
All watched over machines of loving grace amsterdam
All watched over machines of loving grace  amsterdamAll watched over machines of loving grace  amsterdam
All watched over machines of loving grace amsterdamAndres Guadamuz
 
All watched over machines of loving grace
All watched over machines of loving graceAll watched over machines of loving grace
All watched over machines of loving graceAndres Guadamuz
 
Ready player cat: Internet regulation in the OASIS
Ready player cat: Internet regulation in the OASISReady player cat: Internet regulation in the OASIS
Ready player cat: Internet regulation in the OASISAndres Guadamuz
 
Ai, data and big data: ownership and protection
Ai, data and big data: ownership and protectionAi, data and big data: ownership and protection
Ai, data and big data: ownership and protectionAndres Guadamuz
 

More from Andres Guadamuz (20)

Do androids dream of electric copyright?
Do androids dream of electric copyright?Do androids dream of electric copyright?
Do androids dream of electric copyright?
 
Distinctive brands game
Distinctive brands gameDistinctive brands game
Distinctive brands game
 
AI Copyright Authorship
AI Copyright AuthorshipAI Copyright Authorship
AI Copyright Authorship
 
Metaverse: Some regulatory musings
Metaverse: Some regulatory musingsMetaverse: Some regulatory musings
Metaverse: Some regulatory musings
 
These are not the Apes you’re looking for: Why copyright and NFTs don’t work ...
These are not the Apes you’re looking for: Why copyright and NFTs don’t work ...These are not the Apes you’re looking for: Why copyright and NFTs don’t work ...
These are not the Apes you’re looking for: Why copyright and NFTs don’t work ...
 
The Web of Time: The Metaverse Reborn
The Web of Time: The Metaverse RebornThe Web of Time: The Metaverse Reborn
The Web of Time: The Metaverse Reborn
 
Understanding the NFT Ecosystem
Understanding the NFT Ecosystem Understanding the NFT Ecosystem
Understanding the NFT Ecosystem
 
Non-fungible tokens (NFTs)
Non-fungible tokens (NFTs)Non-fungible tokens (NFTs)
Non-fungible tokens (NFTs)
 
Ceci n’est pas une pipe: Adventures in NFT-land
Ceci n’est pas une pipe: Adventures in NFT-landCeci n’est pas une pipe: Adventures in NFT-land
Ceci n’est pas une pipe: Adventures in NFT-land
 
Contratos inteligentes en las industrias creativas
Contratos inteligentes en las industrias creativasContratos inteligentes en las industrias creativas
Contratos inteligentes en las industrias creativas
 
Ai and copyright: the way forward
Ai and copyright: the way forwardAi and copyright: the way forward
Ai and copyright: the way forward
 
FALL: or Dodge in Hell
FALL: or Dodge in HellFALL: or Dodge in Hell
FALL: or Dodge in Hell
 
AI Copyright international perspective
AI Copyright international perspectiveAI Copyright international perspective
AI Copyright international perspective
 
Do Androids Dream of Electric Copyright?
Do Androids Dream of Electric Copyright?Do Androids Dream of Electric Copyright?
Do Androids Dream of Electric Copyright?
 
Copyright and Art
Copyright and ArtCopyright and Art
Copyright and Art
 
Cyber-dystopianism: The Internet seen through the lens of nightmares
Cyber-dystopianism: The Internet seen through the lens of nightmaresCyber-dystopianism: The Internet seen through the lens of nightmares
Cyber-dystopianism: The Internet seen through the lens of nightmares
 
All watched over machines of loving grace amsterdam
All watched over machines of loving grace  amsterdamAll watched over machines of loving grace  amsterdam
All watched over machines of loving grace amsterdam
 
All watched over machines of loving grace
All watched over machines of loving graceAll watched over machines of loving grace
All watched over machines of loving grace
 
Ready player cat: Internet regulation in the OASIS
Ready player cat: Internet regulation in the OASISReady player cat: Internet regulation in the OASIS
Ready player cat: Internet regulation in the OASIS
 
Ai, data and big data: ownership and protection
Ai, data and big data: ownership and protectionAi, data and big data: ownership and protection
Ai, data and big data: ownership and protection
 

Recently uploaded

Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 

Recently uploaded (20)

Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 

Scale-Free Law