SlideShare une entreprise Scribd logo
1  sur  43
Digital Identity and
the Evolution of
Creativity
Jon Radoff
Presented for MAS.S61
April 20, 2:45PM EDT
Perspective
• Formative years spent playing D&D
and computer programming
• Built one of the first Internet online
games, Legends of Future Past
• Launched a website creation platform
(Eprise)
• Created an ad network (GamerDNA)
• Made games based on Game of
Thrones and Star Trek
• Operating Beamable, a platform for
building games and immersive
applications
Throughout my career I’ve always tried
to understand technology through the
lens of humanity and culture.
Meta-metaverse
Lots of things that are
not quite the same
1958: LISP keyboard, “Meta” key
~330 BCE
Aristotle
~1920
Metamathematics
1967
Metaprogramming
1979
Meta-everything Metaverse
Source: Jon Radoff, “Metaverse Definition”
https://bit.ly/metaverse_definition
People usually mean one of these:
AR/VR Embodied Experience Virtual World Platform Something Something Blockchain
What do you do with
the metaverse?
• Shared Imagination & storytelling
• Explore other planes of existence
• Real-time activities
• Transform reality
Why do we have a
metaverse?
Proto-metaverses
Games can be abstractions of
reality: part storytelling, part
simulation—a shared imaginary
space with another person
Dungeons & Dragons
Shared
Imagination
Shared
Creativity
Emergent Play
Videogames
We began
digitizing the
experiences
found inside
games
Consider how much of life is
defined by who are you are
online compared to >20 years
ago:
Online games, social media,
esports, online dating, live
streaming, “personal
branding,” cryptocurrencies,
biometrics
Avatars
Extension of the Self
Who
Digital
Identity
Self
Expression
Empowerment
What How
We project
ourselves into
digital space—and
now we’re taking
objects with us…
Reality Capture
Source: https://tiktok.com/@metavert
“NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis”, Mildenhall et al
We’ve been capturing reality for years (sound
recordings, photos). Photogrammetry gave us a
means of doing it in 3D, but was labor and
computationally expensive.
Now we can do it with a sparse number of photos
using Neural Radiance Fields (NeRF).
Digital Twins
Capturing all the
real-time physical
properties about
an object into a
digital simulation
Glaessgen asn Stargel, “The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicle”
Smart Cities
Digital twin at the scale of an
entire city
Twin Earth
(Earth-2)
Source: NVIDIA
https://www.youtube.com/watch?v=gTiqV3akBIE
Enriching the
Physical World
with Information
As we project ourselves into digital space,
the digital is also reshaping physical spaces
Digital
Augmented
Reality
Smart Cities
Autonomous
Vehicle
Highways
Media Rooms
Remote-Work
Emergence and
Self-Expression
Penrose Snowflakes https://processing.org/
Emergent
Properties
• Game of Life is creative because the
player can set the starting conditions.
• It expresses emergent properties:
behaviors that are hard to predict from
the initial state.
• It is Turing-Complete: you can actually
create computers inside it. (Rendell,
“Turing machine universality of the game
of life”)
What is Creativity?
Searching through Infinity
In one inconceivably complex cosmos, whenever a
creature was faced with several possible courses of
action, it took them all, thereby creating many
distinct temporal dimensions and distinct histories of
the cosmos. Since in every evolutionary sequence
of the cosmos there were very many creatures, and
each was constantly faced with many possible
courses, and the combinations of all their courses
were innumerable, an infinity of distinct universes
exfoliated from every moment of every temporal
sequence in this cosmos.
—Star Maker, Olaf Stapledon
How many pieces of
music are there?
• Bach’s Suite No. 1 is 40 bars of 16th notes, so using that
as one example—given an instrument with 3 octave
range, there are 36^640 possible melodies. In practical
human terms, that may as well be infinity.*
• The number goes up much higher when you increase by
all the possible lyrics, songs, voices, sounds,
combinations, compositions, etc.
• Creativity is about finding the good music in all of these
infinite combinations
* Eran Egozy, https://engineering.mit.edu/engage/ask-an-engineer/is-there-a-finite-number-of-musical-combinations-that-can-be-made-before-all-new-music-is-exhausted/
Creativity is an
“Efficient Search”
AI meets efficiency: from Tenachi, “Deep
symbolic regression for physics guided by
units constraints: toward the automated
discovery of physical laws“
Emergence
through Social
Interaction
The Corrupted Blood” incident
in World of Warcraft is a well-
document example of
emergent gameplay: not only
due to the propagation of the
in-game disease—but for the
social interactions is generate
(helpful vs. griefing emergent
behaviors)
•
Image Source: Corrupted Blood and coronavirus: what World of Warcraft can tell us about the spread of disease
From Identity to Self-Expression
Midjourney v5: “Creativity in the
Metaverse”
Minecraft: Mattupolis by Matias
Virtual Worlds with Creative Emergence
Emergence in
Minecraft
Minecraft can feature complex
societies when people play
together within persistent
worlds.
Like Game of Life, Minecraft is
Turing-Complete. People have
built computers inside it.
Recently, someone built a
convolutional neural network!
Video: https://youtu.be/xnnrk_6k480
User Generated
Content
Every game can become
programmable, extensible,
social…
Each game is
its own app store?
Generative AI + Virtual Worlds
Structured UGC with Generative AI
Million on Mars + Scenario
Reskinning Reality
• Reality
Capture
• ControlNet
• EbSynth
Source: Bilawal Sidhu - https://twitter.com/bilawalsidhu/status/1627872696112480257
Emergence in
Language
Models
Much of this qualitative
improvement in our
experience of using products
like ChatGPT is due
to quantitative improvements
that resulted from scaling-up
the number of parameters
present in language models.
Jason Wei: 137 emergent capabilities of large language
models
Conversational AI is
a new type of
media: new forms
of game narrative
are one application
Diplomacy / CICERO
Source: https://ai.facebook.com/research/cicero/diplomacy/
VPT with
Minecraft
Video PreTraining: AI trained
to play Minecraft by
watching YouTube videos of
people playing Minecraft.
Source: Source: https://openai.com/research/vpt
Lucy playing Minecraft with Code Miko
Generative
Agents
Characters in a simulated world
interact with each other, using
conversational AI (GPT) and express
emergent behavior within their
virtual societies.
Park et al, “Generative Agents: Interactive
Simulacra of Human Behavior”
From
Expression to
Empowerment
Autonomous
Agent AIs
These use GPT to take a
directive, formulate plans,
perform actions (like accessing
websites or placing online
orders).
Examples include: babyagi,
AutoGPT, Godmode
Extension of the Self
•“Direct from Imagination” creativity
• Carrying out our goals in digital space
• Exploring new planes of existence
Whether we maximize agency for individuals
over organizations remains an open question…
Who
Digital
Identity
Self
Expression
Empowerment
What How
Centralized AI Decentralized AI
The next internet battleground
Thank you
All Content by Jon Radoff in this presentation is
licensed under Creative Commons Attribution 4.0
Jon Radoff
https://meditations.metavert.io/
https://twitter.com/jradoff
https://linkedin.com/in/jonradoff

Contenu connexe

Tendances

Generative AI: Past, Present, and Future – A Practitioner's Perspective
Generative AI: Past, Present, and Future – A Practitioner's PerspectiveGenerative AI: Past, Present, and Future – A Practitioner's Perspective
Generative AI: Past, Present, and Future – A Practitioner's PerspectiveHuahai Yang
 
Exploring the Deep Dream Generator (an Art-Making Generative AI)
Exploring the Deep Dream Generator (an Art-Making Generative AI)  Exploring the Deep Dream Generator (an Art-Making Generative AI)
Exploring the Deep Dream Generator (an Art-Making Generative AI) Shalin Hai-Jew
 
The Future is in Responsible Generative AI
The Future is in Responsible Generative AIThe Future is in Responsible Generative AI
The Future is in Responsible Generative AISaeed Al Dhaheri
 
Cavalry Ventures | Deep Dive: Generative AI
Cavalry Ventures | Deep Dive: Generative AICavalry Ventures | Deep Dive: Generative AI
Cavalry Ventures | Deep Dive: Generative AICavalry Ventures
 
The Future of AI is Generative not Discriminative 5/26/2021
The Future of AI is Generative not Discriminative 5/26/2021The Future of AI is Generative not Discriminative 5/26/2021
The Future of AI is Generative not Discriminative 5/26/2021Steve Omohundro
 
Generative AI and ChatGPT - Scope of AI and advance Generative AI
Generative AI and ChatGPT - Scope of AI and advance Generative AIGenerative AI and ChatGPT - Scope of AI and advance Generative AI
Generative AI and ChatGPT - Scope of AI and advance Generative AIKumaresan K
 
Hala GPT - Samer Desouky.pdf
Hala GPT - Samer Desouky.pdfHala GPT - Samer Desouky.pdf
Hala GPT - Samer Desouky.pdfSamer Desouky
 
Global Governance of Generative AI: The Right Way Forward
Global Governance of Generative AI: The Right Way ForwardGlobal Governance of Generative AI: The Right Way Forward
Global Governance of Generative AI: The Right Way ForwardLilian Edwards
 
Using the power of Generative AI at scale
Using the power of Generative AI at scaleUsing the power of Generative AI at scale
Using the power of Generative AI at scaleMaxim Salnikov
 
Responsible Generative AI
Responsible Generative AIResponsible Generative AI
Responsible Generative AICMassociates
 
Study: The Future of VR, AR and Self-Driving Cars
Study: The Future of VR, AR and Self-Driving CarsStudy: The Future of VR, AR and Self-Driving Cars
Study: The Future of VR, AR and Self-Driving CarsLinkedIn
 
How to Teach and Learn with ChatGPT - BETT 2023
How to Teach and Learn with ChatGPT - BETT 2023How to Teach and Learn with ChatGPT - BETT 2023
How to Teach and Learn with ChatGPT - BETT 2023Dominik Lukes
 
14 2 2023 - AI & Marketing - Hugues Rey.pdf
14 2 2023 - AI & Marketing - Hugues Rey.pdf14 2 2023 - AI & Marketing - Hugues Rey.pdf
14 2 2023 - AI & Marketing - Hugues Rey.pdfHugues Rey
 
Empathic Computing: Developing for the Whole Metaverse
Empathic Computing: Developing for the Whole MetaverseEmpathic Computing: Developing for the Whole Metaverse
Empathic Computing: Developing for the Whole MetaverseMark Billinghurst
 
Building the Metaverse
Building the Metaverse Building the Metaverse
Building the Metaverse Reuben Steiger
 
TEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkTEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkVolker Hirsch
 

Tendances (20)

Generative AI: Past, Present, and Future – A Practitioner's Perspective
Generative AI: Past, Present, and Future – A Practitioner's PerspectiveGenerative AI: Past, Present, and Future – A Practitioner's Perspective
Generative AI: Past, Present, and Future – A Practitioner's Perspective
 
Exploring the Deep Dream Generator (an Art-Making Generative AI)
Exploring the Deep Dream Generator (an Art-Making Generative AI)  Exploring the Deep Dream Generator (an Art-Making Generative AI)
Exploring the Deep Dream Generator (an Art-Making Generative AI)
 
The Future is in Responsible Generative AI
The Future is in Responsible Generative AIThe Future is in Responsible Generative AI
The Future is in Responsible Generative AI
 
Cavalry Ventures | Deep Dive: Generative AI
Cavalry Ventures | Deep Dive: Generative AICavalry Ventures | Deep Dive: Generative AI
Cavalry Ventures | Deep Dive: Generative AI
 
Carol Scott - Fast Track Your AI Journey.pdf
Carol Scott - Fast Track  Your AI Journey.pdfCarol Scott - Fast Track  Your AI Journey.pdf
Carol Scott - Fast Track Your AI Journey.pdf
 
The Future of AI is Generative not Discriminative 5/26/2021
The Future of AI is Generative not Discriminative 5/26/2021The Future of AI is Generative not Discriminative 5/26/2021
The Future of AI is Generative not Discriminative 5/26/2021
 
Generative AI and ChatGPT - Scope of AI and advance Generative AI
Generative AI and ChatGPT - Scope of AI and advance Generative AIGenerative AI and ChatGPT - Scope of AI and advance Generative AI
Generative AI and ChatGPT - Scope of AI and advance Generative AI
 
Hala GPT - Samer Desouky.pdf
Hala GPT - Samer Desouky.pdfHala GPT - Samer Desouky.pdf
Hala GPT - Samer Desouky.pdf
 
Global Governance of Generative AI: The Right Way Forward
Global Governance of Generative AI: The Right Way ForwardGlobal Governance of Generative AI: The Right Way Forward
Global Governance of Generative AI: The Right Way Forward
 
Using the power of Generative AI at scale
Using the power of Generative AI at scaleUsing the power of Generative AI at scale
Using the power of Generative AI at scale
 
Responsible Generative AI
Responsible Generative AIResponsible Generative AI
Responsible Generative AI
 
Study: The Future of VR, AR and Self-Driving Cars
Study: The Future of VR, AR and Self-Driving CarsStudy: The Future of VR, AR and Self-Driving Cars
Study: The Future of VR, AR and Self-Driving Cars
 
Andy Roy - Conversational AI - Why We Must Build.pdf
Andy Roy - Conversational AI - Why We Must Build.pdfAndy Roy - Conversational AI - Why We Must Build.pdf
Andy Roy - Conversational AI - Why We Must Build.pdf
 
Steve Cunningham - AI Innovation Summit.pdf
Steve Cunningham - AI Innovation Summit.pdfSteve Cunningham - AI Innovation Summit.pdf
Steve Cunningham - AI Innovation Summit.pdf
 
Jim Lecinski - Capturing the Power of AI in Marketing.pdf
Jim Lecinski - Capturing the Power of AI in Marketing.pdfJim Lecinski - Capturing the Power of AI in Marketing.pdf
Jim Lecinski - Capturing the Power of AI in Marketing.pdf
 
How to Teach and Learn with ChatGPT - BETT 2023
How to Teach and Learn with ChatGPT - BETT 2023How to Teach and Learn with ChatGPT - BETT 2023
How to Teach and Learn with ChatGPT - BETT 2023
 
14 2 2023 - AI & Marketing - Hugues Rey.pdf
14 2 2023 - AI & Marketing - Hugues Rey.pdf14 2 2023 - AI & Marketing - Hugues Rey.pdf
14 2 2023 - AI & Marketing - Hugues Rey.pdf
 
Empathic Computing: Developing for the Whole Metaverse
Empathic Computing: Developing for the Whole MetaverseEmpathic Computing: Developing for the Whole Metaverse
Empathic Computing: Developing for the Whole Metaverse
 
Building the Metaverse
Building the Metaverse Building the Metaverse
Building the Metaverse
 
TEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of WorkTEDx Manchester: AI & The Future of Work
TEDx Manchester: AI & The Future of Work
 

Similaire à Digital Identity and the Evolution of Creativity (MAS.S61)

Generative AI, Game Development and the Future of Civilization
Generative AI, Game Development and the Future of CivilizationGenerative AI, Game Development and the Future of Civilization
Generative AI, Game Development and the Future of CivilizationJon Radoff
 
Reperes Metaverse Roadmap 290807 Gb
Reperes Metaverse Roadmap 290807 GbReperes Metaverse Roadmap 290807 Gb
Reperes Metaverse Roadmap 290807 GbFrançois Abiven
 
Virtual Worlds: An Overview and Larger Trends
Virtual Worlds: An Overview and Larger TrendsVirtual Worlds: An Overview and Larger Trends
Virtual Worlds: An Overview and Larger TrendsJoshua Nair
 
“Fluency & Flow: Man and Machine at Play" By Richard Boyd- Serious Play Confe...
“Fluency & Flow: Man and Machine at Play" By Richard Boyd- Serious Play Confe...“Fluency & Flow: Man and Machine at Play" By Richard Boyd- Serious Play Confe...
“Fluency & Flow: Man and Machine at Play" By Richard Boyd- Serious Play Confe...SeriousGamesAssoc
 
Presentation game
Presentation gamePresentation game
Presentation gamejakesinar
 
Gametech virtual worlds keynote handout
Gametech virtual worlds keynote handoutGametech virtual worlds keynote handout
Gametech virtual worlds keynote handoutBruce Joy
 
101 Concepts for Games Innovation
101 Concepts for Games Innovation101 Concepts for Games Innovation
101 Concepts for Games InnovationMihai Pohontu
 
Building the Metaverse
Building the MetaverseBuilding the Metaverse
Building the MetaverseJon Radoff
 
DFS22_Main Stage_Didier Ongena_Microsoft_041022
DFS22_Main Stage_Didier Ongena_Microsoft_041022DFS22_Main Stage_Didier Ongena_Microsoft_041022
DFS22_Main Stage_Didier Ongena_Microsoft_041022FinTech Belgium
 
Metaverse - Introduction about the metaverse and its functionality
Metaverse - Introduction about the metaverse and its functionalityMetaverse - Introduction about the metaverse and its functionality
Metaverse - Introduction about the metaverse and its functionalityJothikaS18
 
Metaverse Developments, Technologies, and Standards - Towards a Military Meta...
Metaverse Developments, Technologies, and Standards - Towards a Military Meta...Metaverse Developments, Technologies, and Standards - Towards a Military Meta...
Metaverse Developments, Technologies, and Standards - Towards a Military Meta...Andy Fawkes
 
METAVERSE DEVELOPMENT TOOLS & TECHNIQUES.pptx
METAVERSE DEVELOPMENT TOOLS & TECHNIQUES.pptxMETAVERSE DEVELOPMENT TOOLS & TECHNIQUES.pptx
METAVERSE DEVELOPMENT TOOLS & TECHNIQUES.pptxJaxon Otis
 
Week1 Interactivity
Week1 InteractivityWeek1 Interactivity
Week1 InteractivityCMoz
 
Francesco D'Orazio - Everything you know about virtual worlds is WRONG - Meta...
Francesco D'Orazio - Everything you know about virtual worlds is WRONG - Meta...Francesco D'Orazio - Everything you know about virtual worlds is WRONG - Meta...
Francesco D'Orazio - Everything you know about virtual worlds is WRONG - Meta...Francesco D'Orazio
 
Meta verse for mobile Meta verse for Mobile
Meta verse for mobile Meta verse for MobileMeta verse for mobile Meta verse for Mobile
Meta verse for mobile Meta verse for Mobilekundanmali001
 
Inside the Metaverse: Understanding the Technical Foundations of the Virtual ...
Inside the Metaverse: Understanding the Technical Foundations of the Virtual ...Inside the Metaverse: Understanding the Technical Foundations of the Virtual ...
Inside the Metaverse: Understanding the Technical Foundations of the Virtual ...Ankita Bisht
 

Similaire à Digital Identity and the Evolution of Creativity (MAS.S61) (20)

Generative AI, Game Development and the Future of Civilization
Generative AI, Game Development and the Future of CivilizationGenerative AI, Game Development and the Future of Civilization
Generative AI, Game Development and the Future of Civilization
 
Reperes Metaverse Roadmap 290807 Gb
Reperes Metaverse Roadmap 290807 GbReperes Metaverse Roadmap 290807 Gb
Reperes Metaverse Roadmap 290807 Gb
 
Virtual Worlds: An Overview and Larger Trends
Virtual Worlds: An Overview and Larger TrendsVirtual Worlds: An Overview and Larger Trends
Virtual Worlds: An Overview and Larger Trends
 
“Fluency & Flow: Man and Machine at Play" By Richard Boyd- Serious Play Confe...
“Fluency & Flow: Man and Machine at Play" By Richard Boyd- Serious Play Confe...“Fluency & Flow: Man and Machine at Play" By Richard Boyd- Serious Play Confe...
“Fluency & Flow: Man and Machine at Play" By Richard Boyd- Serious Play Confe...
 
Presentation game
Presentation gamePresentation game
Presentation game
 
Gametech virtual worlds keynote handout
Gametech virtual worlds keynote handoutGametech virtual worlds keynote handout
Gametech virtual worlds keynote handout
 
101 Concepts for Games Innovation
101 Concepts for Games Innovation101 Concepts for Games Innovation
101 Concepts for Games Innovation
 
Virtual Reality: A Renaissance
Virtual Reality: A RenaissanceVirtual Reality: A Renaissance
Virtual Reality: A Renaissance
 
Building the Metaverse
Building the MetaverseBuilding the Metaverse
Building the Metaverse
 
DFS22_Main Stage_Didier Ongena_Microsoft_041022
DFS22_Main Stage_Didier Ongena_Microsoft_041022DFS22_Main Stage_Didier Ongena_Microsoft_041022
DFS22_Main Stage_Didier Ongena_Microsoft_041022
 
Metaverse
MetaverseMetaverse
Metaverse
 
Metaverse - Introduction about the metaverse and its functionality
Metaverse - Introduction about the metaverse and its functionalityMetaverse - Introduction about the metaverse and its functionality
Metaverse - Introduction about the metaverse and its functionality
 
Virtual worlds (2)
Virtual worlds (2)Virtual worlds (2)
Virtual worlds (2)
 
Metaverse Developments, Technologies, and Standards - Towards a Military Meta...
Metaverse Developments, Technologies, and Standards - Towards a Military Meta...Metaverse Developments, Technologies, and Standards - Towards a Military Meta...
Metaverse Developments, Technologies, and Standards - Towards a Military Meta...
 
METAVERSE DEVELOPMENT TOOLS & TECHNIQUES.pptx
METAVERSE DEVELOPMENT TOOLS & TECHNIQUES.pptxMETAVERSE DEVELOPMENT TOOLS & TECHNIQUES.pptx
METAVERSE DEVELOPMENT TOOLS & TECHNIQUES.pptx
 
Week1 Interactivity
Week1 InteractivityWeek1 Interactivity
Week1 Interactivity
 
Francesco D'Orazio - Everything you know about virtual worlds is WRONG - Meta...
Francesco D'Orazio - Everything you know about virtual worlds is WRONG - Meta...Francesco D'Orazio - Everything you know about virtual worlds is WRONG - Meta...
Francesco D'Orazio - Everything you know about virtual worlds is WRONG - Meta...
 
Meta verse for mobile Meta verse for Mobile
Meta verse for mobile Meta verse for MobileMeta verse for mobile Meta verse for Mobile
Meta verse for mobile Meta verse for Mobile
 
Inside the Metaverse: Understanding the Technical Foundations of the Virtual ...
Inside the Metaverse: Understanding the Technical Foundations of the Virtual ...Inside the Metaverse: Understanding the Technical Foundations of the Virtual ...
Inside the Metaverse: Understanding the Technical Foundations of the Virtual ...
 
The Metaverse: A Glimpse Of The Future And Virtual Economy
The Metaverse: A Glimpse Of The Future And Virtual EconomyThe Metaverse: A Glimpse Of The Future And Virtual Economy
The Metaverse: A Glimpse Of The Future And Virtual Economy
 

Dernier

WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2
 
Event-Driven Architecture Masterclass: Challenges in Stream Processing
Event-Driven Architecture Masterclass: Challenges in Stream ProcessingEvent-Driven Architecture Masterclass: Challenges in Stream Processing
Event-Driven Architecture Masterclass: Challenges in Stream ProcessingScyllaDB
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
Hyatt driving innovation and exceptional customer experiences with FIDO passw...
Hyatt driving innovation and exceptional customer experiences with FIDO passw...Hyatt driving innovation and exceptional customer experiences with FIDO passw...
Hyatt driving innovation and exceptional customer experiences with FIDO passw...FIDO Alliance
 
Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformLess Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformWSO2
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Zilliz
 
Stronger Together: Developing an Organizational Strategy for Accessible Desig...
Stronger Together: Developing an Organizational Strategy for Accessible Desig...Stronger Together: Developing an Organizational Strategy for Accessible Desig...
Stronger Together: Developing an Organizational Strategy for Accessible Desig...caitlingebhard1
 
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....rightmanforbloodline
 
ChatGPT and Beyond - Elevating DevOps Productivity
ChatGPT and Beyond - Elevating DevOps ProductivityChatGPT and Beyond - Elevating DevOps Productivity
ChatGPT and Beyond - Elevating DevOps ProductivityVictorSzoltysek
 
The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightSafe Software
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontologyjohnbeverley2021
 
ERP Contender Series: Acumatica vs. Sage Intacct
ERP Contender Series: Acumatica vs. Sage IntacctERP Contender Series: Acumatica vs. Sage Intacct
ERP Contender Series: Acumatica vs. Sage IntacctBrainSell Technologies
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Decarbonising Commercial Real Estate: The Role of Operational Performance
Decarbonising Commercial Real Estate: The Role of Operational PerformanceDecarbonising Commercial Real Estate: The Role of Operational Performance
Decarbonising Commercial Real Estate: The Role of Operational PerformanceIES VE
 
API Governance and Monetization - The evolution of API governance
API Governance and Monetization -  The evolution of API governanceAPI Governance and Monetization -  The evolution of API governance
API Governance and Monetization - The evolution of API governanceWSO2
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
Design Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxDesign Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxFIDO Alliance
 
Navigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern EnterpriseNavigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern EnterpriseWSO2
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)Samir Dash
 

Dernier (20)

WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
 
Overview of Hyperledger Foundation
Overview of Hyperledger FoundationOverview of Hyperledger Foundation
Overview of Hyperledger Foundation
 
Event-Driven Architecture Masterclass: Challenges in Stream Processing
Event-Driven Architecture Masterclass: Challenges in Stream ProcessingEvent-Driven Architecture Masterclass: Challenges in Stream Processing
Event-Driven Architecture Masterclass: Challenges in Stream Processing
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Hyatt driving innovation and exceptional customer experiences with FIDO passw...
Hyatt driving innovation and exceptional customer experiences with FIDO passw...Hyatt driving innovation and exceptional customer experiences with FIDO passw...
Hyatt driving innovation and exceptional customer experiences with FIDO passw...
 
Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformLess Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
Stronger Together: Developing an Organizational Strategy for Accessible Desig...
Stronger Together: Developing an Organizational Strategy for Accessible Desig...Stronger Together: Developing an Organizational Strategy for Accessible Desig...
Stronger Together: Developing an Organizational Strategy for Accessible Desig...
 
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....
TEST BANK For Principles of Anatomy and Physiology, 16th Edition by Gerard J....
 
ChatGPT and Beyond - Elevating DevOps Productivity
ChatGPT and Beyond - Elevating DevOps ProductivityChatGPT and Beyond - Elevating DevOps Productivity
ChatGPT and Beyond - Elevating DevOps Productivity
 
The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and Insight
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontology
 
ERP Contender Series: Acumatica vs. Sage Intacct
ERP Contender Series: Acumatica vs. Sage IntacctERP Contender Series: Acumatica vs. Sage Intacct
ERP Contender Series: Acumatica vs. Sage Intacct
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Decarbonising Commercial Real Estate: The Role of Operational Performance
Decarbonising Commercial Real Estate: The Role of Operational PerformanceDecarbonising Commercial Real Estate: The Role of Operational Performance
Decarbonising Commercial Real Estate: The Role of Operational Performance
 
API Governance and Monetization - The evolution of API governance
API Governance and Monetization -  The evolution of API governanceAPI Governance and Monetization -  The evolution of API governance
API Governance and Monetization - The evolution of API governance
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Design Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxDesign Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptx
 
Navigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern EnterpriseNavigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern Enterprise
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
 

Digital Identity and the Evolution of Creativity (MAS.S61)

  • 1. Digital Identity and the Evolution of Creativity Jon Radoff Presented for MAS.S61 April 20, 2:45PM EDT
  • 2. Perspective • Formative years spent playing D&D and computer programming • Built one of the first Internet online games, Legends of Future Past • Launched a website creation platform (Eprise) • Created an ad network (GamerDNA) • Made games based on Game of Thrones and Star Trek • Operating Beamable, a platform for building games and immersive applications Throughout my career I’ve always tried to understand technology through the lens of humanity and culture.
  • 3. Meta-metaverse Lots of things that are not quite the same 1958: LISP keyboard, “Meta” key ~330 BCE Aristotle ~1920 Metamathematics 1967 Metaprogramming 1979 Meta-everything Metaverse Source: Jon Radoff, “Metaverse Definition” https://bit.ly/metaverse_definition
  • 4. People usually mean one of these: AR/VR Embodied Experience Virtual World Platform Something Something Blockchain
  • 5. What do you do with the metaverse? • Shared Imagination & storytelling • Explore other planes of existence • Real-time activities • Transform reality
  • 6. Why do we have a metaverse?
  • 7. Proto-metaverses Games can be abstractions of reality: part storytelling, part simulation—a shared imaginary space with another person
  • 10. Consider how much of life is defined by who are you are online compared to >20 years ago: Online games, social media, esports, online dating, live streaming, “personal branding,” cryptocurrencies, biometrics
  • 12. Extension of the Self Who Digital Identity Self Expression Empowerment What How
  • 13. We project ourselves into digital space—and now we’re taking objects with us…
  • 14. Reality Capture Source: https://tiktok.com/@metavert “NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis”, Mildenhall et al We’ve been capturing reality for years (sound recordings, photos). Photogrammetry gave us a means of doing it in 3D, but was labor and computationally expensive. Now we can do it with a sparse number of photos using Neural Radiance Fields (NeRF).
  • 15. Digital Twins Capturing all the real-time physical properties about an object into a digital simulation Glaessgen asn Stargel, “The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicle”
  • 16. Smart Cities Digital twin at the scale of an entire city
  • 19. As we project ourselves into digital space, the digital is also reshaping physical spaces Digital Augmented Reality Smart Cities Autonomous Vehicle Highways Media Rooms Remote-Work
  • 21. Emergent Properties • Game of Life is creative because the player can set the starting conditions. • It expresses emergent properties: behaviors that are hard to predict from the initial state. • It is Turing-Complete: you can actually create computers inside it. (Rendell, “Turing machine universality of the game of life”)
  • 22. What is Creativity? Searching through Infinity In one inconceivably complex cosmos, whenever a creature was faced with several possible courses of action, it took them all, thereby creating many distinct temporal dimensions and distinct histories of the cosmos. Since in every evolutionary sequence of the cosmos there were very many creatures, and each was constantly faced with many possible courses, and the combinations of all their courses were innumerable, an infinity of distinct universes exfoliated from every moment of every temporal sequence in this cosmos. —Star Maker, Olaf Stapledon
  • 23. How many pieces of music are there? • Bach’s Suite No. 1 is 40 bars of 16th notes, so using that as one example—given an instrument with 3 octave range, there are 36^640 possible melodies. In practical human terms, that may as well be infinity.* • The number goes up much higher when you increase by all the possible lyrics, songs, voices, sounds, combinations, compositions, etc. • Creativity is about finding the good music in all of these infinite combinations * Eran Egozy, https://engineering.mit.edu/engage/ask-an-engineer/is-there-a-finite-number-of-musical-combinations-that-can-be-made-before-all-new-music-is-exhausted/
  • 24. Creativity is an “Efficient Search” AI meets efficiency: from Tenachi, “Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical laws“
  • 25. Emergence through Social Interaction The Corrupted Blood” incident in World of Warcraft is a well- document example of emergent gameplay: not only due to the propagation of the in-game disease—but for the social interactions is generate (helpful vs. griefing emergent behaviors) • Image Source: Corrupted Blood and coronavirus: what World of Warcraft can tell us about the spread of disease
  • 26. From Identity to Self-Expression Midjourney v5: “Creativity in the Metaverse” Minecraft: Mattupolis by Matias
  • 27. Virtual Worlds with Creative Emergence
  • 28. Emergence in Minecraft Minecraft can feature complex societies when people play together within persistent worlds. Like Game of Life, Minecraft is Turing-Complete. People have built computers inside it. Recently, someone built a convolutional neural network! Video: https://youtu.be/xnnrk_6k480
  • 29. User Generated Content Every game can become programmable, extensible, social… Each game is its own app store?
  • 30. Generative AI + Virtual Worlds
  • 31. Structured UGC with Generative AI Million on Mars + Scenario
  • 32. Reskinning Reality • Reality Capture • ControlNet • EbSynth Source: Bilawal Sidhu - https://twitter.com/bilawalsidhu/status/1627872696112480257
  • 33. Emergence in Language Models Much of this qualitative improvement in our experience of using products like ChatGPT is due to quantitative improvements that resulted from scaling-up the number of parameters present in language models. Jason Wei: 137 emergent capabilities of large language models
  • 34. Conversational AI is a new type of media: new forms of game narrative are one application
  • 35. Diplomacy / CICERO Source: https://ai.facebook.com/research/cicero/diplomacy/
  • 36. VPT with Minecraft Video PreTraining: AI trained to play Minecraft by watching YouTube videos of people playing Minecraft. Source: Source: https://openai.com/research/vpt
  • 37. Lucy playing Minecraft with Code Miko
  • 38. Generative Agents Characters in a simulated world interact with each other, using conversational AI (GPT) and express emergent behavior within their virtual societies. Park et al, “Generative Agents: Interactive Simulacra of Human Behavior”
  • 40. Autonomous Agent AIs These use GPT to take a directive, formulate plans, perform actions (like accessing websites or placing online orders). Examples include: babyagi, AutoGPT, Godmode
  • 41. Extension of the Self •“Direct from Imagination” creativity • Carrying out our goals in digital space • Exploring new planes of existence Whether we maximize agency for individuals over organizations remains an open question… Who Digital Identity Self Expression Empowerment What How
  • 42. Centralized AI Decentralized AI The next internet battleground
  • 43. Thank you All Content by Jon Radoff in this presentation is licensed under Creative Commons Attribution 4.0 Jon Radoff https://meditations.metavert.io/ https://twitter.com/jradoff https://linkedin.com/in/jonradoff