SlideShare une entreprise Scribd logo
1  sur  8
Monopolies
In the age of AI
1
Counteringthefundamentally
inegalitarianforceofAI.
And what can Civil
Society do about it.
1. Virtuous
cycle of Big
Data
Data
Product
User
Big data -> Exponential Growth
From images of lettuce heads to consumer profiles, access at scale to
usable datasets has defined valuation growth of companies.
Big Data -> Intelligence enhancement ->
Unique Value -> Strategic Moat
AI enables creation of unique values that were not possible before.
The next decade will be about owning strategic moats of uniquely
valuable datasets and AI led unique exchanges.
There is a race on for accumulation of all conceivable forms of useful datasets.
And these datasets will be privately ‘owned’, even though many of these datasets are part of commons,
the public resources.
The civil society needs to have a strategy in place to maintain control
over the commons datasets.
IMPLICATION 1
2. Age of AI led
monopolies
AI* is limited only by the datasets
Given a sufficiently large amount of data of desired outputs and possible
inputs, a modern neural network continues to improve its predictions.
‘The Network effect’ creates monopolies
More users, more data, better product. This necessarily leads to
monopolies which grow superior with number of users.
Future is that of specialist AI led monopolies
Most conceivable consumer segment’s need would eventually be
amenable to AI led improvements. Each segment will typically be led by
only a few players.
Indeed, market valuations of current AI led platforms are based on their
potential to become a monopoly.
*Supervised learning, which is most prevalent form of machine learning now.
Accelerated flattening of global cultures, economies, interests of smaller groups.
Specialization and simplification of processes also mean exclusion and less freedom of ways of being.
What can civil society do to maintain our global plurality?
IMPLICATION 2
3. New
exchange,
new ‘Agency’
Platform success only by creating new
consumer ‘agency’
Netflix lets me binge watch where networks tried to dictate media
consumption appointments.
Youtube lets anyone upload content and become stars.
Facebook enabled connecting with others like never before.
Most successful enterprises today enable unique valuable exchanges
between people.
However, most current successful platforms enable narrow
individualistic agencies at the cost of meaningful civic agency.
Platforms are being leveraged right now by powerful forces to mould civil society in ways that are
profitable for them. Platforms have become the most important propaganda tool in the hands of
governments and special interest groups.
How can we enhance civic ‘agency’ of people?
IMPLICATION 3
4. Age of P2P
Death of agents
Technology and societal trends point to a world devoid of most
agents and middlemen.
P2P ≠ Decentralization
Fragmented user exchanges, singularity in
service
While the movement towards decentralization will intensify with
open source alternatives, the capitalists will create centralized P2P
networks too.
Singularity in service = rent seeking monopoly that will extract value at the expense of commons to
justify their monstrous valuations.
We must create viable Open Source alternatives to capitalist P2P
networks.
IMPLICATION 4
5. Hacking
Culture,
At Scale.
AI led Scale’s unintended consequence
Ethical issues of using other’s data, of influencing behaviors of
creating filter bubbles, of destabilizing sustainable economic/ social
practices.
Ethical AI
Regulations might catch sooner or later with technological and
economical advancements.
Platforms need to figure out ways of ‘doing no evil’. There must be
consciousness among the makers about AI’s potential risk of
amplification of unethical behaviors.
We need civil consultancies that helps platforms, regulators in
ensuring ethical operations and results and plurality of society.IMPLICATION 5
A call to setup a new civil
society coalition to
Thank You.
8

Contenu connexe

Dernier

Top 10 Interactive Website Design Trends in 2024.pptx
Top 10 Interactive Website Design Trends in 2024.pptxTop 10 Interactive Website Design Trends in 2024.pptx
Top 10 Interactive Website Design Trends in 2024.pptxDyna Gilbert
 
『澳洲文凭』买詹姆士库克大学毕业证书成绩单办理澳洲JCU文凭学位证书
『澳洲文凭』买詹姆士库克大学毕业证书成绩单办理澳洲JCU文凭学位证书『澳洲文凭』买詹姆士库克大学毕业证书成绩单办理澳洲JCU文凭学位证书
『澳洲文凭』买詹姆士库克大学毕业证书成绩单办理澳洲JCU文凭学位证书rnrncn29
 
办理多伦多大学毕业证成绩单|购买加拿大UTSG文凭证书
办理多伦多大学毕业证成绩单|购买加拿大UTSG文凭证书办理多伦多大学毕业证成绩单|购买加拿大UTSG文凭证书
办理多伦多大学毕业证成绩单|购买加拿大UTSG文凭证书zdzoqco
 
Git and Github workshop GDSC MLRITM
Git and Github  workshop GDSC MLRITMGit and Github  workshop GDSC MLRITM
Git and Github workshop GDSC MLRITMgdsc13
 
SCM Symposium PPT Format Customer loyalty is predi
SCM Symposium PPT Format Customer loyalty is prediSCM Symposium PPT Format Customer loyalty is predi
SCM Symposium PPT Format Customer loyalty is predieusebiomeyer
 
Q4-1-Illustrating-Hypothesis-Testing.pptx
Q4-1-Illustrating-Hypothesis-Testing.pptxQ4-1-Illustrating-Hypothesis-Testing.pptx
Q4-1-Illustrating-Hypothesis-Testing.pptxeditsforyah
 
定制(AUT毕业证书)新西兰奥克兰理工大学毕业证成绩单原版一比一
定制(AUT毕业证书)新西兰奥克兰理工大学毕业证成绩单原版一比一定制(AUT毕业证书)新西兰奥克兰理工大学毕业证成绩单原版一比一
定制(AUT毕业证书)新西兰奥克兰理工大学毕业证成绩单原版一比一Fs
 
Blepharitis inflammation of eyelid symptoms cause everything included along w...
Blepharitis inflammation of eyelid symptoms cause everything included along w...Blepharitis inflammation of eyelid symptoms cause everything included along w...
Blepharitis inflammation of eyelid symptoms cause everything included along w...Excelmac1
 
定制(Management毕业证书)新加坡管理大学毕业证成绩单原版一比一
定制(Management毕业证书)新加坡管理大学毕业证成绩单原版一比一定制(Management毕业证书)新加坡管理大学毕业证成绩单原版一比一
定制(Management毕业证书)新加坡管理大学毕业证成绩单原版一比一Fs
 
Call Girls Near The Suryaa Hotel New Delhi 9873777170
Call Girls Near The Suryaa Hotel New Delhi 9873777170Call Girls Near The Suryaa Hotel New Delhi 9873777170
Call Girls Near The Suryaa Hotel New Delhi 9873777170Sonam Pathan
 
Contact Rya Baby for Call Girls New Delhi
Contact Rya Baby for Call Girls New DelhiContact Rya Baby for Call Girls New Delhi
Contact Rya Baby for Call Girls New Delhimiss dipika
 
办理(UofR毕业证书)罗切斯特大学毕业证成绩单原版一比一
办理(UofR毕业证书)罗切斯特大学毕业证成绩单原版一比一办理(UofR毕业证书)罗切斯特大学毕业证成绩单原版一比一
办理(UofR毕业证书)罗切斯特大学毕业证成绩单原版一比一z xss
 
PHP-based rendering of TYPO3 Documentation
PHP-based rendering of TYPO3 DocumentationPHP-based rendering of TYPO3 Documentation
PHP-based rendering of TYPO3 DocumentationLinaWolf1
 
NSX-T and Service Interfaces presentation
NSX-T and Service Interfaces presentationNSX-T and Service Interfaces presentation
NSX-T and Service Interfaces presentationMarko4394
 
定制(Lincoln毕业证书)新西兰林肯大学毕业证成绩单原版一比一
定制(Lincoln毕业证书)新西兰林肯大学毕业证成绩单原版一比一定制(Lincoln毕业证书)新西兰林肯大学毕业证成绩单原版一比一
定制(Lincoln毕业证书)新西兰林肯大学毕业证成绩单原版一比一Fs
 
Elevate Your Business with Our IT Expertise in New Orleans
Elevate Your Business with Our IT Expertise in New OrleansElevate Your Business with Our IT Expertise in New Orleans
Elevate Your Business with Our IT Expertise in New Orleanscorenetworkseo
 
Potsdam FH学位证,波茨坦应用技术大学毕业证书1:1制作
Potsdam FH学位证,波茨坦应用技术大学毕业证书1:1制作Potsdam FH学位证,波茨坦应用技术大学毕业证书1:1制作
Potsdam FH学位证,波茨坦应用技术大学毕业证书1:1制作ys8omjxb
 
『澳洲文凭』买拉筹伯大学毕业证书成绩单办理澳洲LTU文凭学位证书
『澳洲文凭』买拉筹伯大学毕业证书成绩单办理澳洲LTU文凭学位证书『澳洲文凭』买拉筹伯大学毕业证书成绩单办理澳洲LTU文凭学位证书
『澳洲文凭』买拉筹伯大学毕业证书成绩单办理澳洲LTU文凭学位证书rnrncn29
 
Call Girls In The Ocean Pearl Retreat Hotel New Delhi 9873777170
Call Girls In The Ocean Pearl Retreat Hotel New Delhi 9873777170Call Girls In The Ocean Pearl Retreat Hotel New Delhi 9873777170
Call Girls In The Ocean Pearl Retreat Hotel New Delhi 9873777170Sonam Pathan
 
Font Performance - NYC WebPerf Meetup April '24
Font Performance - NYC WebPerf Meetup April '24Font Performance - NYC WebPerf Meetup April '24
Font Performance - NYC WebPerf Meetup April '24Paul Calvano
 

Dernier (20)

Top 10 Interactive Website Design Trends in 2024.pptx
Top 10 Interactive Website Design Trends in 2024.pptxTop 10 Interactive Website Design Trends in 2024.pptx
Top 10 Interactive Website Design Trends in 2024.pptx
 
『澳洲文凭』买詹姆士库克大学毕业证书成绩单办理澳洲JCU文凭学位证书
『澳洲文凭』买詹姆士库克大学毕业证书成绩单办理澳洲JCU文凭学位证书『澳洲文凭』买詹姆士库克大学毕业证书成绩单办理澳洲JCU文凭学位证书
『澳洲文凭』买詹姆士库克大学毕业证书成绩单办理澳洲JCU文凭学位证书
 
办理多伦多大学毕业证成绩单|购买加拿大UTSG文凭证书
办理多伦多大学毕业证成绩单|购买加拿大UTSG文凭证书办理多伦多大学毕业证成绩单|购买加拿大UTSG文凭证书
办理多伦多大学毕业证成绩单|购买加拿大UTSG文凭证书
 
Git and Github workshop GDSC MLRITM
Git and Github  workshop GDSC MLRITMGit and Github  workshop GDSC MLRITM
Git and Github workshop GDSC MLRITM
 
SCM Symposium PPT Format Customer loyalty is predi
SCM Symposium PPT Format Customer loyalty is prediSCM Symposium PPT Format Customer loyalty is predi
SCM Symposium PPT Format Customer loyalty is predi
 
Q4-1-Illustrating-Hypothesis-Testing.pptx
Q4-1-Illustrating-Hypothesis-Testing.pptxQ4-1-Illustrating-Hypothesis-Testing.pptx
Q4-1-Illustrating-Hypothesis-Testing.pptx
 
定制(AUT毕业证书)新西兰奥克兰理工大学毕业证成绩单原版一比一
定制(AUT毕业证书)新西兰奥克兰理工大学毕业证成绩单原版一比一定制(AUT毕业证书)新西兰奥克兰理工大学毕业证成绩单原版一比一
定制(AUT毕业证书)新西兰奥克兰理工大学毕业证成绩单原版一比一
 
Blepharitis inflammation of eyelid symptoms cause everything included along w...
Blepharitis inflammation of eyelid symptoms cause everything included along w...Blepharitis inflammation of eyelid symptoms cause everything included along w...
Blepharitis inflammation of eyelid symptoms cause everything included along w...
 
定制(Management毕业证书)新加坡管理大学毕业证成绩单原版一比一
定制(Management毕业证书)新加坡管理大学毕业证成绩单原版一比一定制(Management毕业证书)新加坡管理大学毕业证成绩单原版一比一
定制(Management毕业证书)新加坡管理大学毕业证成绩单原版一比一
 
Call Girls Near The Suryaa Hotel New Delhi 9873777170
Call Girls Near The Suryaa Hotel New Delhi 9873777170Call Girls Near The Suryaa Hotel New Delhi 9873777170
Call Girls Near The Suryaa Hotel New Delhi 9873777170
 
Contact Rya Baby for Call Girls New Delhi
Contact Rya Baby for Call Girls New DelhiContact Rya Baby for Call Girls New Delhi
Contact Rya Baby for Call Girls New Delhi
 
办理(UofR毕业证书)罗切斯特大学毕业证成绩单原版一比一
办理(UofR毕业证书)罗切斯特大学毕业证成绩单原版一比一办理(UofR毕业证书)罗切斯特大学毕业证成绩单原版一比一
办理(UofR毕业证书)罗切斯特大学毕业证成绩单原版一比一
 
PHP-based rendering of TYPO3 Documentation
PHP-based rendering of TYPO3 DocumentationPHP-based rendering of TYPO3 Documentation
PHP-based rendering of TYPO3 Documentation
 
NSX-T and Service Interfaces presentation
NSX-T and Service Interfaces presentationNSX-T and Service Interfaces presentation
NSX-T and Service Interfaces presentation
 
定制(Lincoln毕业证书)新西兰林肯大学毕业证成绩单原版一比一
定制(Lincoln毕业证书)新西兰林肯大学毕业证成绩单原版一比一定制(Lincoln毕业证书)新西兰林肯大学毕业证成绩单原版一比一
定制(Lincoln毕业证书)新西兰林肯大学毕业证成绩单原版一比一
 
Elevate Your Business with Our IT Expertise in New Orleans
Elevate Your Business with Our IT Expertise in New OrleansElevate Your Business with Our IT Expertise in New Orleans
Elevate Your Business with Our IT Expertise in New Orleans
 
Potsdam FH学位证,波茨坦应用技术大学毕业证书1:1制作
Potsdam FH学位证,波茨坦应用技术大学毕业证书1:1制作Potsdam FH学位证,波茨坦应用技术大学毕业证书1:1制作
Potsdam FH学位证,波茨坦应用技术大学毕业证书1:1制作
 
『澳洲文凭』买拉筹伯大学毕业证书成绩单办理澳洲LTU文凭学位证书
『澳洲文凭』买拉筹伯大学毕业证书成绩单办理澳洲LTU文凭学位证书『澳洲文凭』买拉筹伯大学毕业证书成绩单办理澳洲LTU文凭学位证书
『澳洲文凭』买拉筹伯大学毕业证书成绩单办理澳洲LTU文凭学位证书
 
Call Girls In The Ocean Pearl Retreat Hotel New Delhi 9873777170
Call Girls In The Ocean Pearl Retreat Hotel New Delhi 9873777170Call Girls In The Ocean Pearl Retreat Hotel New Delhi 9873777170
Call Girls In The Ocean Pearl Retreat Hotel New Delhi 9873777170
 
Font Performance - NYC WebPerf Meetup April '24
Font Performance - NYC WebPerf Meetup April '24Font Performance - NYC WebPerf Meetup April '24
Font Performance - NYC WebPerf Meetup April '24
 

En vedette

AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at WorkGetSmarter
 

En vedette (20)

AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
 
12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work12 Ways to Increase Your Influence at Work
12 Ways to Increase Your Influence at Work
 
ChatGPT webinar slides
ChatGPT webinar slidesChatGPT webinar slides
ChatGPT webinar slides
 
More than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike RoutesMore than Just Lines on a Map: Best Practices for U.S Bike Routes
More than Just Lines on a Map: Best Practices for U.S Bike Routes
 

Fighting Monopolies in the age of AI

  • 1. Monopolies In the age of AI 1 Counteringthefundamentally inegalitarianforceofAI. And what can Civil Society do about it.
  • 2. 1. Virtuous cycle of Big Data Data Product User Big data -> Exponential Growth From images of lettuce heads to consumer profiles, access at scale to usable datasets has defined valuation growth of companies. Big Data -> Intelligence enhancement -> Unique Value -> Strategic Moat AI enables creation of unique values that were not possible before. The next decade will be about owning strategic moats of uniquely valuable datasets and AI led unique exchanges. There is a race on for accumulation of all conceivable forms of useful datasets. And these datasets will be privately ‘owned’, even though many of these datasets are part of commons, the public resources. The civil society needs to have a strategy in place to maintain control over the commons datasets. IMPLICATION 1
  • 3. 2. Age of AI led monopolies AI* is limited only by the datasets Given a sufficiently large amount of data of desired outputs and possible inputs, a modern neural network continues to improve its predictions. ‘The Network effect’ creates monopolies More users, more data, better product. This necessarily leads to monopolies which grow superior with number of users. Future is that of specialist AI led monopolies Most conceivable consumer segment’s need would eventually be amenable to AI led improvements. Each segment will typically be led by only a few players. Indeed, market valuations of current AI led platforms are based on their potential to become a monopoly. *Supervised learning, which is most prevalent form of machine learning now. Accelerated flattening of global cultures, economies, interests of smaller groups. Specialization and simplification of processes also mean exclusion and less freedom of ways of being. What can civil society do to maintain our global plurality? IMPLICATION 2
  • 4. 3. New exchange, new ‘Agency’ Platform success only by creating new consumer ‘agency’ Netflix lets me binge watch where networks tried to dictate media consumption appointments. Youtube lets anyone upload content and become stars. Facebook enabled connecting with others like never before. Most successful enterprises today enable unique valuable exchanges between people. However, most current successful platforms enable narrow individualistic agencies at the cost of meaningful civic agency. Platforms are being leveraged right now by powerful forces to mould civil society in ways that are profitable for them. Platforms have become the most important propaganda tool in the hands of governments and special interest groups. How can we enhance civic ‘agency’ of people? IMPLICATION 3
  • 5. 4. Age of P2P Death of agents Technology and societal trends point to a world devoid of most agents and middlemen. P2P ≠ Decentralization Fragmented user exchanges, singularity in service While the movement towards decentralization will intensify with open source alternatives, the capitalists will create centralized P2P networks too. Singularity in service = rent seeking monopoly that will extract value at the expense of commons to justify their monstrous valuations. We must create viable Open Source alternatives to capitalist P2P networks. IMPLICATION 4
  • 6. 5. Hacking Culture, At Scale. AI led Scale’s unintended consequence Ethical issues of using other’s data, of influencing behaviors of creating filter bubbles, of destabilizing sustainable economic/ social practices. Ethical AI Regulations might catch sooner or later with technological and economical advancements. Platforms need to figure out ways of ‘doing no evil’. There must be consciousness among the makers about AI’s potential risk of amplification of unethical behaviors. We need civil consultancies that helps platforms, regulators in ensuring ethical operations and results and plurality of society.IMPLICATION 5
  • 7. A call to setup a new civil society coalition to