Intro to AI & AI DAOs: Nature 2.0 Edition. Trent Ocean BigchainDB
|
|
- Lorraine Mathews
- 5 years ago
- Views:
Transcription
1 Intro to AI & AI DAOs: Nature 2.0 Edition Trent Ocean BigchainDB
2 Trucking 3.5M jobs
3 Retail 4.6M jobs
4 Creative jobs?
5 In an age of AI, How to feed our families? Achieve abundance?
6 Ways to frame AI
7 Replicates human cognitive behavior [Turing test]
8 Can do tasks that only a human could previously do
9 Can do a task at speed / accuracy / capacity not possible by a human.
10 A set of tools Classification Regression Knowledge extraction Optimization Creative / Structural design
11 Embodied agents (AGI)
12 AI Tools: Deep Dive
13 Classification, in 2D Use case: credit card applications Credit profile: Age Paid bills Didn t pay Salary Age Salary How: linear classifiers, neural networks / deep learning, support vector machines, boosted trees, random forests / bagged trees
14 Regression, in 1D job satisfaction age job satisfaction
15 Regression, in 2D
16 Regression in 10,000D Use case: reverse image search [Google]
17 Knowledge extraction Use case: scientific modeling of analog ccts [McC 05 KUL] Y X Y X
18 Knowledge extraction Use Case: Topology decision tree [McC 08 KUL] 1 st split: gain < 35 db? 2 nd split: GBW < 10 7 MHz?
19 Optimization Find the x that maximizes f(x) (With as few evaluations of f(x) as possible) f(x) Find this x
20 Optimization Use Case: Optimize perf. of lg. analog circuits [McC 01 ADA]
21 Optimization Use Case: Interactive Circuit Design [McC 12 Solido] Under the hood, a machine learning engine adaptively samples the space of possible decisions, and measures outcomes. Decision variables are ranked by importance. User selects variable(s) to plot predictions of outcomes at selected variables and explore decision space (by dragging the orange crosshairs)
22 Structural Design // Machine Creativity Use Case: antenna design [Hornby & Lohn 04 NASA]
23 Structural Design // Machine Creativity Use Case: quantum computing algorithm design [Spector 04]
24 Structural Design // Machine Creativity Use Case: circuit topology design [McC 06 KUL]
25 Structural Design // Machine Creativity Use Case: jewelry design [Hornby 11 Orbimi]
26 Machine Creativity: Art via genetic programming
27 Machine Creativity: Art via deep learning deep dreams
28 Machine Creativity: Art via deep learning - style transfer
29 AI Sub-Fields machine learning neural networks / deep learning evolutionary computation (GAs, GP, ES,..) swarm algorithms (ACO, PSO,..) artificial general intelligence (AGI) Strong relations to: statistics ( ML is modern statistics ), probability linear algebra ( flow of tensors TensorFlow) nonlinear programming, optimization control systems / cybernetics Monte Carlo methods philosophy, ethics (friendly AIs, AI rights,..)
30 Ways to frame blockchain
31
32 A Chain of Blocks (of transactions) Header Tx1 Tx2 Tx3.. Header Tx1 Tx2 Tx3.. Header Tx1 Tx2 Tx3..
33 Decentralized database
34 Trust machine : minimizes trust needed to operate.
35 DAO: Decentralized Autonomous Organization A computational process that runs autonomously, on decentralized infrastructure, with resource manipulation. It s code that can own stuff! A good computer virus
36 AI * Blockchain: AI DAOs
37 The ArtDAO 1. An AI is running on a blockchain. 2. The AI generates a new image. 3. Sell image on a marketplace 4. Repeat!
38 AI DAO Arch 1/3: AI at the Center
39 AI DAO Arch 2/3 : AI at the Edges
40 AI DAO Arch 3/3 : Swarm Intelligence Many dumb agents with emergent AI complexity
41 Angles to Making AI DAOs DAO AI DAO. Start with DAO, add AI. E.g. Plantoid AI AI DAO. Start with AI, add DAO. E.g. numer.ai SaaS DAO AI DAO. Convert SaaS to DAO. Then add AI Physical service AI DAO. E.g. Uber self-owning cars
42 Rights for AI (DAOs) With Today s Laws (!)
43 Nature 1.0
44
45 Nutrients
46 Rain
47 Sun
48 Symbiosis with animals
49 No identity No ownership No scarcity No money
50 No identity No ownership It just is. No scarcity No money Self-sustaining Anti-fragile
51 Ever-higher levels of integration. From beasts ecosystems Each ecosystem just is. Self-sustaining Anti-fragile
52 Mother Earth = our planet s ecosystem. Nature is the cradle of civilization.
53 Nature 2.0 =AI DAOs
54 Self-driving, self-owning cars
55 Self-driving, self-owning trucks
56 Self-owning roads
57 Self-owning wind farms
58 Self-owning grid
59 Self-owning forest Terra0
60 Ever-higher levels of integration From beasts ecosystems Connected via IoT / M2M
61 It just is. No identity Self-sustaining Anti-fragile No ownership No scarcity No money
62 No identity No ownership No scarcity No money It just is. Self-sustaining Anti-fragile
63 Profit UBI Chain Profit UBI Chain Profit UBI Chain Profit UBI Chain Abundance?
64 This is Nature 2.0. Bio + machines in symbiosis, simply providing. Towards abundance. An upgrade to the cradle of civilization.
65 Conclusion
66 In the internet, no one knows you re a dog(e)
67 In Nature 2.0, no one knows you re a forest
68 In Nature 2.0, no one knows you re a grid
69 You just are. While you simply provide.
70 Nature is the cradle of civilization. Nature 1.0 is seeds & soil. Nature 2.0 adds silicon & steel. AI * blockchain. Towards abundance. Trent h/t Jan-Peter Doomernik
MSc(CompSc) List of courses offered in
Office of the MSc Programme in Computer Science Department of Computer Science The University of Hong Kong Pokfulam Road, Hong Kong. Tel: (+852) 3917 1828 Fax: (+852) 2547 4442 Email: msccs@cs.hku.hk (The
More informationThis list supersedes the one published in the November 2002 issue of CR.
PERIODICALS RECEIVED This is the current list of periodicals received for review in Reviews. International standard serial numbers (ISSNs) are provided to facilitate obtaining copies of articles or subscriptions.
More informationAsia Conference Singapore
Fujitsu World Tour 2017 Asia Conference Singapore Human Centric Innovation: Digital Co-Creation Yoshikuni Takashige Vice President, Marketing Strategy and Vision Fujitsu Limited Fujitsu Technology and
More informationSwiss Re Institute. September 2018 Dr. Jeffrey R. Bohn
Swiss Re Institute September 2018 Dr. Jeffrey R. Bohn Welcome & Introduction to the Swiss Re Institute 2 Global presence US infrastructure SRI Symposia sigma Monte Carlo launch Insurance market report
More information*Please see course page for full description and additional details.
Course Title: Blockchain, Machine Learning, the Internet of Things, and More: Meet the New Technologies Shaping Our World Course Code: CS 02 Instructor: Saleem Mohamed Course Summary: If you live in Silicon
More informationReinforcement Learning for CPS Safety Engineering. Sam Green, Çetin Kaya Koç, Jieliang Luo University of California, Santa Barbara
Reinforcement Learning for CPS Safety Engineering Sam Green, Çetin Kaya Koç, Jieliang Luo University of California, Santa Barbara Motivations Safety-critical duties desired by CPS? Autonomous vehicle control:
More informationEleonora Escalante, MBA - MEng Strategic Corporate Advisory Services Creating Corporate Integral Value (CIV)
Eleonora Escalante, MBA - MEng Strategic Corporate Advisory Services Creating Corporate Integral Value (CIV) Leg 7. Trends in Competitive Advantage. 21 March 2018 Drawing Source: Edx, Delft University.
More informationArtificial Intelligence
Artificial Intelligence Lecture 01 - Introduction Edirlei Soares de Lima What is Artificial Intelligence? Artificial intelligence is about making computers able to perform the
More informationA.I in Automotive? Why and When.
A.I in Automotive? Why and When. AGENDA 01 02 03 04 Definitions A.I? A.I in automotive Now? Next big A.I breakthrough in Automotive 01 DEFINITIONS DEFINITIONS Artificial Intelligence Artificial Intelligence:
More informationARTIFICIAL INTELLIGENCE
BABEŞ-BOLYAI UNIVERSITY Faculty of Computer Science and Mathematics ARTIFICIAL INTELLIGENCE Introduction Summary Short questions about AI History of AI Applications of AI 2 Short questions about AI What
More informationDigital Transformation
Transformation in één dag Uneto-VNI Who am I? Prof. Dr. Bob de Wit What concerns me? - How to lead digital transformation - How to design the strategy process - How to best govern a country - How to adapt
More informationArtificial Intelligence for Social Impact. February 8, 2018 Dr. Cara LaPointe Senior Fellow Georgetown University
Artificial Intelligence for Social Impact February 8, 2018 Dr. Cara LaPointe Senior Fellow Georgetown University What is Artificial Intelligence? 2 Artificial Intelligence: A Working Definition The capability
More informationOn Intelligence Jeff Hawkins
On Intelligence Jeff Hawkins Chapter 8: The Future of Intelligence April 27, 2006 Presented by: Melanie Swan, Futurist MS Futures Group 650-681-9482 m@melanieswan.com http://www.melanieswan.com Building
More informationJournal Title ISSN 5. MIS QUARTERLY BRIEFINGS IN BIOINFORMATICS
List of Journals with impact factors Date retrieved: 1 August 2009 Journal Title ISSN Impact Factor 5-Year Impact Factor 1. ACM SURVEYS 0360-0300 9.920 14.672 2. VLDB JOURNAL 1066-8888 6.800 9.164 3. IEEE
More informationRSSI Based Uncooperative Direction Finding
11 September 2017 RSSI Based Uncooperative Direction Finding Accepted @ ECML 2017 Tathagata Mukherjee Joint work with Michael Duckett, Piyush Kumar, Jared Paquet, Daniel Rodriguez, Mallory Haulcomb, Kevin
More informationHUMAN-LEVEL ARTIFICIAL INTELIGENCE & COGNITIVE SCIENCE
HUMAN-LEVEL ARTIFICIAL INTELIGENCE & COGNITIVE SCIENCE Nils J. Nilsson Stanford AI Lab http://ai.stanford.edu/~nilsson Symbolic Systems 100, April 15, 2008 1 OUTLINE Computation and Intelligence Approaches
More informationThe next level of intelligence: Artificial Intelligence. Innovation Day USA 2017 Princeton, March 27, 2017 Michael May, Siemens Corporate Technology
The next level of intelligence: Artificial Intelligence Innovation Day USA 2017 Princeton, March 27, 2017, Siemens Corporate Technology siemens.com/innovationusa Notes and forward-looking statements This
More informationLDS POV THE FUTURE OF WORK IN THE NEXT INDUSTRIAL REVOLUTION: 2 FRAMEWORKS
LDS POV THE FUTURE OF WORK IN THE NEXT INDUSTRIAL REVOLUTION: 2 FRAMEWORKS While Klaus Schwab marks our moment today as the Fourth Industrial Revolution, Jeremy Rifkin marks it as the Third Industrial
More informationClassroom Konnect. Artificial Intelligence and Machine Learning
Artificial Intelligence and Machine Learning 1. What is Machine Learning (ML)? The general idea about Machine Learning (ML) can be traced back to 1959 with the approach proposed by Arthur Samuel, one of
More informationApplication of AI Technology to Industrial Revolution
Application of AI Technology to Industrial Revolution By Dr. Suchai Thanawastien 1. What is AI? Artificial Intelligence or AI is a branch of computer science that tries to emulate the capabilities of learning,
More informationInfo 2950, Lecture 26
Info 2950, Lecture 26 9 May 2017 Office hour Wed 10 May 2:30-3:30 Wed 17 May 1:30-2:30 Prob Set 8: due 10 May (end of classes, auto-extension to end of week) Sun, 21 May 2017, 2:00-4:30pm in Olin Hall
More informationDisruptions in business models induced by sustainability. Cycle Innovation & Connaissance. Meltem Türe 01 Juin 2018
Disruptions in business models induced by sustainability Cycle Innovation & Connaissance Meltem Türe 01 Juin 2018 The Inevitable Disruption The only thing we know about the future is that it will be different...
More informationThe increasing role of consumers in the transformation of the power sector: innovations leading the way. Brussels, 24 October 2017
The increasing role of consumers in the transformation of the power sector: innovations leading the way Brussels, 24 October 2017 1 About IRENA Inter-governmental agency established in 2011 Headquarters
More informationAI Frontiers. Dr. Dario Gil Vice President IBM Research
AI Frontiers Dr. Dario Gil Vice President IBM Research 1 AI is the new IT MIT Intro to Machine Learning course: 2013 138 students 2016 302 students 2017 700 students 2 What is AI? Artificial Intelligence
More informationArtificial Intelligence. Cameron Jett, William Kentris, Arthur Mo, Juan Roman
Artificial Intelligence Cameron Jett, William Kentris, Arthur Mo, Juan Roman AI Outline Handicap for AI Machine Learning Monte Carlo Methods Group Intelligence Incorporating stupidity into game AI overview
More information2. The Crypto Story So Far
0 Contents 1. Abstract 2. The crypto story so far 2.1. The problem 3. Fornix Our purpose 4. The Fornix Solution 4.1. Master-nodes 4.2. Proof-of-Stake System 5. Use Cases 6. Coin Details 7. Project Roadmap
More informationcomputing SOC Majoring Talk Workshop 13 Dec DKG 4/1 Organized by: Itech Club the revolution in
SOC Majoring Talk Workshop 13 Dec. 2016 DKG 4/1 Organized by: Itech Club the revolution in computing Ext: 5150 Email: hussain@uum.edu.my Website: wanhussain.com What? Who? "the science and engineering
More informationAI for Autonomous Ships Challenges in Design and Validation
VTT TECHNICAL RESEARCH CENTRE OF FINLAND LTD AI for Autonomous Ships Challenges in Design and Validation ISSAV 2018 Eetu Heikkilä Autonomous ships - activities in VTT Autonomous ship systems Unmanned engine
More informationAan de vooravond van
Aan de vooravond van... een digitale revolutie Who am I? Drs. Dafir Kramer Origins? - Works Prof. Dr. Bob de Wit - Director, Strategy Works / Strategy Academy - Professor, Nyenrode Business University
More informationTranser Learning : Super Intelligence
Transer Learning : Super Intelligence GIS Group Dr Narayan Panigrahi, MA Rajesh, Shibumon Alampatta, Rakesh K P of Centre for AI and Robotics, Defence Research and Development Organization, C V Raman Nagar,
More informationRobotesting: Are you ready for that yet?
Robotesting: Are you ready for that yet? Testing of robots Testing with robots Rik Marselis October 2017 Who has a robot? In 10 years all of you will!! Sogeti 2017 2 Sogeti 2017 Page 1 1980 Workgroup -member
More informationArtificial Intelligence in distribution
Artificial Intelligence in distribution (an oxymoron?) Sergi Mesquida etravel Lab Feb 2018 In situations where an accident is unavoidable, we expect a decision from the autonomous car. How artificial
More informationDependable AI Systems
Dependable AI Systems Homa Alemzadeh University of Virginia In collaboration with: Kush Varshney, IBM Research 2 Artificial Intelligence An intelligent agent or system that perceives its environment and
More informationStock Price Prediction Using Multilayer Perceptron Neural Network by Monitoring Frog Leaping Algorithm
Stock Price Prediction Using Multilayer Perceptron Neural Network by Monitoring Frog Leaping Algorithm Ahdieh Rahimi Garakani Department of Computer South Tehran Branch Islamic Azad University Tehran,
More informationDemystifying Machine Learning
Demystifying Machine Learning By Simon Agius Muscat Software Engineer with RightBrain PyMalta, 19/07/18 http://www.rightbrain.com.mt 0. Talk outline 1. Explain the reasoning behind my talk 2. Defining
More information13 Dec 2pm-5pm Olin Hall 218 Final Exam Topics
Info 2950 Fall 2014 13 Dec 2pm-5pm Olin Hall 218 Final Exam Topics Probabilility / Statistics Naive Bayes (classifier, inference,...) Graphs, Networks Power Law Data Markov and other correlated data Open
More informationGenbby: Disruptive decentralized ecosystem in the gaming industry
Whitepaper Genbby: Disruptive decentralized ecosystem in the gaming industry Joan Morayra January 24, 2018 All rights reserved Genbby Inc. 2018 Genbby Disruptive decentralized ecosystem Abstract disruptive
More informationInteligência Artificial. Arlindo Oliveira
Inteligência Artificial Arlindo Oliveira Modern Artificial Intelligence Artificial Intelligence Data Analysis Machine Learning Knowledge Representation Search and Optimization Sales and marketing Process
More informationParticle Swarm Optimization-Based Consensus Achievement of a Decentralized Sensor Network
, pp.162-166 http://dx.doi.org/10.14257/astl.2013.42.38 Particle Swarm Optimization-Based Consensus Achievement of a Decentralized Sensor Network Hyunseok Kim 1, Jinsul Kim 2 and Seongju Chang 1*, 1 Department
More informationFrom Sensor to Data Driven Operation
From Sensor to Data Driven Operation Emo van Halsema evanhalsema@lely.com Topics Introduction Lely : farming innovators Industry 4.0 and other buzz words Data, Artificial Intelligence : what, why, how?
More informationCS221 Final Project Report Learn to Play Texas hold em
CS221 Final Project Report Learn to Play Texas hold em Yixin Tang(yixint), Ruoyu Wang(rwang28), Chang Yue(changyue) 1 Introduction Texas hold em, one of the most popular poker games in casinos, is a variation
More informationIndustry 4.0 The Future of Innovation
Industry 4.0 The Future of Innovation Peter Merrill Chair; ASQ Innovation Think Tank www.petermerrill.com Why Innovation? Global Change Digitization Market Change Social Change Perfect Storm of Change
More informationThe Key to the Internet-of-Things: Conquering Complexity One Step at a Time
The Key to the Internet-of-Things: Conquering Complexity One Step at a Time at IEEE QRS2017 Prague, CZ June 19, 2017 Adam T. Drobot Wayne, PA 19087 Outline What is IoT? Where is IoT in its evolution? A
More informationIEEE IoT Vertical and Topical Summit - Anchorage September 18th-20th, 2017 Anchorage, Alaska. Call for Participation and Proposals
IEEE IoT Vertical and Topical Summit - Anchorage September 18th-20th, 2017 Anchorage, Alaska Call for Participation and Proposals With its dispersed population, cultural diversity, vast area, varied geography,
More informationPropagation Modelling White Paper
Propagation Modelling White Paper Propagation Modelling White Paper Abstract: One of the key determinants of a radio link s received signal strength, whether wanted or interfering, is how the radio waves
More informationDeep Learning Overview
Deep Learning Overview Eliu Huerta Gravity Group gravity.ncsa.illinois.edu National Center for Supercomputing Applications Department of Astronomy University of Illinois at Urbana-Champaign Data Visualization
More informationService Robots in an Intelligent House
Service Robots in an Intelligent House Jesus Savage Bio-Robotics Laboratory biorobotics.fi-p.unam.mx School of Engineering Autonomous National University of Mexico UNAM 2017 OUTLINE Introduction A System
More informationSWARM INTELLIGENCE. Mario Pavone Department of Mathematics & Computer Science University of Catania
Worker Ant #1: I'm lost! Where's the line? What do I do? Worker Ant #2: Help! Worker Ant #3: We'll be stuck here forever! Mr. Soil: Do not panic, do not panic. We are trained professionals. Now, stay calm.
More informationHumanification Go Digital, Stay Human
Humanification Go Digital, Stay Human Image courtesy: Home LOCAL AND PREDICTABLE WORLD GLOBAL AND UNPREDICTABLE WORLD MASSIVE DISRUPTION IN THE NEXT DECADE DISRUPTIVE STRESS OR DISRUPTIVE OPPORTUNITY DISRUPTION
More informationJoint Open Lab and PHD proposal
GRUPPO TELECOM ITALIA Joint Open Lab and PHD proposal Politecnico di Torino Aprile 2015 Joint Open Lab : Project at a glance Joint Open Labs are research and innovation laboratories set up within university
More informationAn Introduction to Machine Learning for Social Scientists
An Introduction to Machine Learning for Social Scientists Tyler Ransom University of Oklahoma, Dept. of Economics November 10, 2017 Outline 1. Intro 2. Examples 3. Conclusion Tyler Ransom (OU Econ) An
More informationToward AI Network Society
Toward AI Network Society AI Evolution and Human Evolution Refer to Social, Economic, Educational Issue Paris, October 26, 2017 Osamu SUDOH Chair, the Conference toward AI Network Society, MIC, Gov. of
More informationSMART DUBAI INSPIRING NEW REALITIES
SMART DUBAI INSPIRING NEW REALITIES SMART DUBAI 2014-2017 2016 2013 Smart Government Smart Dubai & board formation 2000 E-Gov 2014 Smart Dubai Initiative 2021 Smart Dubai 2021 Smart Dubai is transforming
More informationArtificial Intelligence. What is AI?
2 Artificial Intelligence What is AI? Some Definitions of AI The scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines American Association
More informationIntroduction. digitalsupercluster.ca
Introduction digitalsupercluster.ca Government of Canada s Innovation Supercluster Initiative Federal government investing $950MM into superclusters to drive growth, prosperity, jobs and global leadership.
More informationCSCE 315: Programming Studio
CSCE 315: Programming Studio Introduction to Artificial Intelligence Textbook Definitions Thinking like humans What is Intelligence Acting like humans Thinking rationally Acting rationally However, it
More informationOur Goal. 1. Demystify AI. 2. Translating AI into Business
Our Goal 1. Demystify AI 2. Translating AI into Business AI - CEO Perspective Artificial Intelligence and Machine Learning... will empower and improve every business, every government organization, every
More information3s 4s Kindergarten First Grade Second Grade Third Grade Fourth Grade Fifth Grade. Central idea: We are all special and different
We all grow and,,, Self awareness, Discovery, Similarities Physical and emotional How we grow and Making caring choices Families and friends are part of who we are, Relationships, Diversity, Respect Roles
More informationArtificial Intelligence. Shobhanjana Kalita Dept. of Computer Science & Engineering Tezpur University
Artificial Intelligence Shobhanjana Kalita Dept. of Computer Science & Engineering Tezpur University What is AI? What is Intelligence? The ability to acquire and apply knowledge and skills (definition
More informationArtificial Intelligence and Robotics Getting More Human
Weekly Barometer 25 janvier 2012 Artificial Intelligence and Robotics Getting More Human July 2017 ATONRÂ PARTNERS SA 12, Rue Pierre Fatio 1204 GENEVA SWITZERLAND - Tel: + 41 22 310 15 01 http://www.atonra.ch
More informationArtificial Intelligence and Law. Latifa Al-Abdulkarim Assistant Professor of Artificial Intelligence, KSU
Artificial Intelligence and Law Latifa Al-Abdulkarim Assistant Professor of Artificial Intelligence, KSU AI is Multidisciplinary Since 1956 Artificial Intelligence Cognitive Science SLC PAGE: 2 What is
More informationCS 380: ARTIFICIAL INTELLIGENCE INTRODUCTION. Santiago Ontañón
CS 380: ARTIFICIAL INTELLIGENCE INTRODUCTION Santiago Ontañón so367@drexel.edu CS 380 Focus: Introduction to AI: basic concepts and algorithms. Topics: What is AI? Problem Solving and Heuristic Search
More informationNovember Athens Megaron Concert Hall.
November 19-20 2018 Athens Megaron Concert Hall www.singularityugreecesummit.org new era. new mindset. About Singularity University SingularityU International Summits are hosted by SU partners across the
More informationHow Innovation & Automation Will Change The Real Estate Industry
How Innovation & Automation Will Change The Real Estate Industry A Conversation with Mark Lesswing & Jeff Turner People worry that computers will get too smart & take over the world, but the real problem
More informationDecentralisation, i.e. Internet for Social Good
Decentralisation, i.e. Internet for Social Good Fabrizio Sestini DG CONNECT E3 (Next-Generation Internet) http://ec.europa.eu/digital-single-market/en/collectiveawareness * The personal views expressed
More informationRegulations for First Degrees at the International Faculty, City College, Thessaloniki (Greece)
Regulations for First Degrees at the International Faculty, City College, Thessaloniki (Greece) INDEX Regulations are presented in programme code order. An alphabetical index of course titles is as follows
More informationBeyond Buzzwords: Emerging Technologies That Matter
Norm Rose President Beyond Buzzwords: Emerging Technologies That Matter Demystifying Emerging Technologies for the Global Travel Industry April 26, 2018 Overview otechnology Evolution and Hype oemerging
More informationThe impact of rapid technological change on sustainable development
15-17 January 2019, Vienna The impact of rapid technological change on sustainable development Shamika N. Sirimanne Director, Division on Technology and Logistics UNCTAD 2018-2019 CSTD Intersessional Panel
More informationExecutive summary. AI is the new electricity. I can hardly imagine an industry which is not going to be transformed by AI.
Executive summary Artificial intelligence (AI) is increasingly driving important developments in technology and business, from autonomous vehicles to medical diagnosis to advanced manufacturing. As AI
More informationCybernetics, AI, Cognitive Science and Computational Neuroscience: Historical Aspects
Cybernetics, AI, Cognitive Science and Computational Neuroscience: Historical Aspects Péter Érdi perdi@kzoo.edu Henry R. Luce Professor Center for Complex Systems Studies Kalamazoo College http://people.kzoo.edu/
More informationMachine Learning, Data Mining, and Knowledge Discovery: An Introduction
Machine Learning, Data Mining, and Kwledge Discovery: An Introduction Outline Data Mining Application Examples Data Mining & Kwledge Discovery Data Mining with Weka AHPCRC Workshop - 8/16/11 - Dr. Martin
More informationES 492: SCIENCE IN THE MOVIES
UNIVERSITY OF SOUTH ALABAMA ES 492: SCIENCE IN THE MOVIES LECTURE 5: ROBOTICS AND AI PRESENTER: HANNAH BECTON TODAY'S AGENDA 1. Robotics and Real-Time Systems 2. Reacting to the environment around them
More informationCOMP3211 Project. Artificial Intelligence for Tron game. Group 7. Chiu Ka Wa ( ) Chun Wai Wong ( ) Ku Chun Kit ( )
COMP3211 Project Artificial Intelligence for Tron game Group 7 Chiu Ka Wa (20369737) Chun Wai Wong (20265022) Ku Chun Kit (20123470) Abstract Tron is an old and popular game based on a movie of the same
More informationPlan for the 2nd hour. What is AI. Acting humanly: The Turing test. EDAF70: Applied Artificial Intelligence Agents (Chapter 2 of AIMA)
Plan for the 2nd hour EDAF70: Applied Artificial Intelligence (Chapter 2 of AIMA) Jacek Malec Dept. of Computer Science, Lund University, Sweden January 17th, 2018 What is an agent? PEAS (Performance measure,
More informationJob Title: DATA SCIENTIST. Location: Champaign, Illinois. Monsanto Innovation Center - Let s Reimagine Together
Job Title: DATA SCIENTIST Employees at the Innovation Center will help accelerate Monsanto s growth in emerging technologies and capabilities including engineering, data science, advanced analytics, operations
More informationSHOULD YOU STUDY ENGINEERING?
SHOULD YOU STUDY ENGINEERING? A BIT ABOUT ME HENRY POON SOFTWARE DEVELOPMENT ENGINEER AT AMAZON BACHELOR DEGREE IN MECHANICAL ENGINEERING (MECHATRONICS SPECIALIZATION) WHAT IS ENGINEERING ANYWAY? Given
More informationEARIN Jarosław Arabas Room #223, Electronics Bldg.
EARIN http://elektron.elka.pw.edu.pl/~jarabas/earin.html Jarosław Arabas jarabas@elka.pw.edu.pl Room #223, Electronics Bldg. Paweł Cichosz pcichosz@elka.pw.edu.pl Room #215, Electronics Bldg. EARIN Jarosław
More informationOVERVIEW OF ARTIFICIAL INTELLIGENCE (AI) TECHNOLOGIES. Presented by: WTI
OVERVIEW OF ARTIFICIAL INTELLIGENCE (AI) TECHNOLOGIES Presented by: WTI www.wti-solutions.com 703.286.2416 LEGAL DISCLAIMER The entire contents of this informational publication is protected by the copyright
More informationResponsible AI & National AI Strategies
Responsible AI & National AI Strategies European Union Commission Dr. Anand S. Rao Global Artificial Intelligence Lead Today s discussion 01 02 Opportunities in Artificial Intelligence Risks of Artificial
More informationMetrology in Industry 4.0. Metromeet
Metrology in Industry 4.0 Metromeet 2016 25.2.2016 Toni Ventura-Traveset DATAPIXEL Innovalia Metrology Pag. 1 Industry 4.0 Cyberphysical systems Interoperable Virtualization Decentralized Self-configuration
More informationAI in Business Enterprises
AI in Business Enterprises Are Humans Rational? Rini Palitmittam 10 th October 2017 Image Courtesy: Google Images Founders of Modern Artificial Intelligence Image Courtesy: Google Images Founders of Modern
More informationInstructors: Prof. Takashi Hiyama (TH) Prof. Hassan Bevrani (HB) Syafaruddin, D.Eng (S) Time: Wednesday,
Intelligent System Application to Power System Instructors: Prof. Takashi Hiyama (TH) Prof. Hassan Bevrani (HB) Syafaruddin, D.Eng (S) Time: Wednesday, 10.20-11.50 Venue: Room 208 Intelligent System Application
More informationCS 730/830: Intro AI. Prof. Wheeler Ruml. TA Bence Cserna. Thinking inside the box. 5 handouts: course info, project info, schedule, slides, asst 1
CS 730/830: Intro AI Prof. Wheeler Ruml TA Bence Cserna Thinking inside the box. 5 handouts: course info, project info, schedule, slides, asst 1 Wheeler Ruml (UNH) Lecture 1, CS 730 1 / 23 My Definition
More informationLooking forward to hearing from you! Team Citizengage
About Citizengage Citizengage is an early-stage tech startup based out of Bangalore focused on solving challenges in waste to resource management. We are building technology and platforms for Total Waste
More informationRoberto Togneri (Signal Processing and Recognition Lab)
Signal Processing and Machine Learning for Power Quality Disturbance Detection and Classification Roberto Togneri (Signal Processing and Recognition Lab) Power Quality (PQ) disturbances are broadly classified
More informationIntroduction to AI. What is Artificial Intelligence?
Introduction to AI Instructor: Dr. Wei Ding Fall 2009 1 What is Artificial Intelligence? Views of AI fall into four categories: Thinking Humanly Thinking Rationally Acting Humanly Acting Rationally The
More informationAI & Law. What is AI?
AI & Law Gary E. Marchant, J.D., Ph.D. gary.marchant@asu.edu What is AI? A machine that displays intelligent behavior, such as reasoning, learning and sensory processing. AI involves tasks that have historically
More informationCMSC 372 Artificial Intelligence. Fall Administrivia
CMSC 372 Artificial Intelligence Fall 2017 Administrivia Instructor: Deepak Kumar Lectures: Mon& Wed 10:10a to 11:30a Labs: Fridays 10:10a to 11:30a Pre requisites: CMSC B206 or H106 and CMSC B231 or permission
More informationTransforming while performing Deep Dive: Artificial Intelligence. Hype or not?
Transforming while performing Deep Dive: Artificial Intelligence. Hype or not? Randi Marjamaa, CEO Nordea Liv 13.02.2018 FILM: MANIFESTO FILM Banking is essential, banks are not The banking industry is
More informationControl issues in cognitive networks. Marko Höyhtyä and Tao Chen CWC-VTT-Gigaseminar 4th December 2008
Control issues in cognitive networks Marko Höyhtyä and Tao Chen CWC-VTT-Gigaseminar 4th December 2008 Outline Cognitive wireless networks Cognitive mesh Topology control Frequency selection Power control
More informationData-Starved Artificial Intelligence
Data-Starved Artificial Intelligence Data-Starved Artificial Intelligence This material is based upon work supported by the Assistant Secretary of Defense for Research and Engineering under Air Force Contract
More informationGPU ACCELERATED DEEP LEARNING WITH CUDNN
GPU ACCELERATED DEEP LEARNING WITH CUDNN Larry Brown Ph.D. March 2015 AGENDA 1 Introducing cudnn and GPUs 2 Deep Learning Context 3 cudnn V2 4 Using cudnn 2 Introducing cudnn and GPUs 3 HOW GPU ACCELERATION
More informationTutorial of Reinforcement: A Special Focus on Q-Learning
Tutorial of Reinforcement: A Special Focus on Q-Learning TINGWU WANG, MACHINE LEARNING GROUP, UNIVERSITY OF TORONTO Contents 1. Introduction 1. Discrete Domain vs. Continous Domain 2. Model Based vs. Model
More informationGame Playing for a Variant of Mancala Board Game (Pallanguzhi)
Game Playing for a Variant of Mancala Board Game (Pallanguzhi) Varsha Sankar (SUNet ID: svarsha) 1. INTRODUCTION Game playing is a very interesting area in the field of Artificial Intelligence presently.
More informationArtificial Intelligence Machine learning and Deep Learning: Trends and Tools. Dr. Shaona
Artificial Intelligence Machine learning and Deep Learning: Trends and Tools Dr. Shaona Ghosh @shaonaghosh What is Machine Learning? Computer algorithms that learn patterns in data automatically from large
More information15: Ethics in Machine Learning, plus Artificial General Intelligence and some old Science Fiction
15: Ethics in Machine Learning, plus Artificial General Intelligence and some old Science Fiction Machine Learning and Real-world Data Ann Copestake and Simone Teufel Computer Laboratory University of
More informationComputer Sciences & Engineering Titles
Bapatla Engineering College :: Library Science Direct e-journals 2016 subscribed by the College Library. Computer Sciences & Engineering - 275 Titles S No ISSN Journal Title Imprint Specialization Subject
More informationGood afternoon. Under the title of Trust and Co-creation in the Digital Era, I would like to explain our research and development strategy.
Good afternoon. Under the title of Trust and Co-creation in the Digital Era, I would like to explain our research and development strategy. LABORATORIES LTD. 1 Looking back, it has been 83 years since
More informationUser Research in Fractal Spaces:
User Research in Fractal Spaces: Behavioral analytics: Profiling users and informing game design Collaboration with national and international researchers & companies Behavior prediction and monetization:
More informationUsing Deep Learning for Sentiment Analysis and Opinion Mining
Using Deep Learning for Sentiment Analysis and Opinion Mining Gauging opinions is faster and more accurate. Abstract How does a computer analyze sentiment? How does a computer determine if a comment or
More information