Rise of the Machines. How AI is Transforming IT and the Self-Service Experience. Ian Aitchison Snr Director, ITSM, Ivanti

Size: px
Start display at page:

Download "Rise of the Machines. How AI is Transforming IT and the Self-Service Experience. Ian Aitchison Snr Director, ITSM, Ivanti"

Transcription

1 Rise of the Machines How AI is Transforming IT and the Self-Service Experience Ian Aitchison Snr Director, ITSM, Ivanti

2 About Me

3 About You Wouldn t it be good if things were easier If Self Service was:- Always simple Always popular Always preferred Always easy Always there

4 There Is An Answer Source SDI Survey Nov 2017

5 Let s talk About AI. What is AI? Artificial Intelligence Is Tesler s Theorem

6 as soon as it works, no one calls it AI anymore John McCarthy 1956 History

7 Hephaestus (Vulcan) blacksmith of Olympus, maker of Automatons for the Gods. Mary Shelley Frankenstein Karel Capek Rossum s Universal Robots Pic : Pic:

8 Charles Babbage Designs for Difference Engine basic math Analytical Engine - general purpose computations Difference Engine 2 Designs not finished Pic: Ada Lovelace first computer programmer created algorithms for Analytical Engine Published in 1843

9 Alan Turing Shortened WW2 by 2 years, solved Engima codes with bombes (not bombs) Genius As a big thanks, Turing was later Prosecuted, Chemically Castrated and eventually Committed Suicide source : wikipedia The Turing Test A Test for artificial consciousness Passes Test if panel of judges cannot determine that it is not conscious

10 Re:scam Let s Do A Turing Test

11 machines will be capable, within twenty years, of doing any work a man can do Herbert Simon, 1965 (why not women?? ) Herbert Simon, Herbert Simon ( ) within a generation the problem of creating artificial intelligence will substantially be solved Marvin Minsky, 1967

12 Machine Beats The Best Human At one thing 1997, IBM wins Chess 2011, Google wins Go

13 I, for one, welcome our new robot overlords Ken Jennings. Beaten by Watson in Jeopardy 2011 You already have AI in the palm of your hand

14

15 Remember these?

16 October 2017 Source : The Verge Source : Cnet.com

17 Opportunity Knocks! Three Types of AI Artificial Narrow Intelligence (ANI) Weak AI Focused on single task Imitates result of brain Fast, efficient, effective Everywhere now Artificial General Intelligence (AGI) Strong AI Hypothetical as smart as human Reason, Plan, Solve, think Abstractly, Learn Doesn't actually exist Artificial Super Intelligence (ASI) Intellect smarter than the best human brains in all ways Creativity, Wisdom, Social (see also immortality and extinction) Key Trend - AI Analyst Social User Interface Artificial Intelligence End User Chat User Interface Bots Automation Voice User Interface Knowledge Business Productivity

18 Gartner Says What is AI? Technologies that learn on their own and can produce unanticipated results There are three key requirements for AI: 1.Adapting behavior based on experience. 2.Not being totally dependent on instructions from people (they learn on their own). 3.Being able to come up with unanticipated results. What is Algorithmic ITOps AIOps platforms utilize big data, modern machine learning and other advanced analytics technologies to directly and indirectly enhance IT operations (monitoring, automation and service desk) functions with proactive, personal and dynamic insight. IT is Support desks are not Source HDI survey 2016

19 AI Comes Into The Enterprise In Two Connected Waves Wave 1 Conversational UI Conversational AI Knowledge Automation End User Transformational Service Experience Save Time Save Money Let s call it Bots for now Wave 2 Decision Support AIOps Recommendations IT Operational Transformation Learned outcomes Applied change based on outcomes Powered by DATA and AUTOMATION

20 Chatbot Virtual Assistant Virtual Support Agent

21 Chatbots Now Benefits in efficiency and ease of interaction. Chatbots make a complex sequence into a simple request. The chatbot can be part of a workflow Text to speech means voice-based requests will become pervasive. Chatbots will migrate to being virtual personal assistants with the ability to act on behalf of the user.

22 VOICE UI builds on BOTS All of the above AI/Bots behaviour can be driven by VOICE - Siri, Alexa etc Search, Find, Report etc What s the current status of our Cloud Services? Who is next on my workload queue? Deploy Adobe to Max

23 Why is this so important for ITSM? Why does ITSM have the ability to take the greatest advantage from AI? What has ITSM got already that nothing else has really got? KNOWLEDGE

24 Communicate Conversational UI Converse AI Know Knowledgebase Learn AI Do Workflow (Process) Integration/Automation Improve AI Kbot = Improving and Learning 1. a Question 2. Receive an Answer 3. No good? Reply to Kbot Knowledge Bot Knowledge Searched 4. Receive an Answer Human Team Write New Answer Learning New Knowledge Automatically Created.

25

26 The new consumer experience IS CONVERSATIONAL IS AI Two types of Enterprise AI (Bots and Ops) Bots (Bot, VA, VSA) benefit IT, The Business, The End User Save Time and Money Improve Productivity and Satisfaction Transform Self-Service Position IT as an Innovator Key Takeways! 1. Artificial Intelligence is just about to impact ITSM very significantly 2. Self Service is the area of greatest immediate positive benefit, look for Bots and Conversational-UI 3. Look for AI opportunities to transform ITSM in your organization and with your ITSM tool vendors

27

A Brief History of Artificial Intelligence and How It s Revolutionizing Customer Service Today

A Brief History of Artificial Intelligence and How It s Revolutionizing Customer Service Today A Brief History of Artificial Intelligence and How It s Revolutionizing Customer Service Today SmartMax Software, Inc. Natalie Delamater 07.17.2017 1 TABLE OF CONTENTS Introduction 3 A (Very) Brief History

More information

A Brief History of Artificial Intelligence and How It s Revolutionizing Customer Service Today

A Brief History of Artificial Intelligence and How It s Revolutionizing Customer Service Today A Brief History of Artificial Intelligence and How It s Revolutionizing Customer Service Today SmartMax Software, Inc. Natalie Delamater 02.08.2018 1 TABLE OF CONTENTS Introduction 3 A (Very) Brief History

More information

THE AI REVOLUTION. How Artificial Intelligence is Redefining Marketing Automation

THE AI REVOLUTION. How Artificial Intelligence is Redefining Marketing Automation THE AI REVOLUTION How Artificial Intelligence is Redefining Marketing Automation The implications of Artificial Intelligence for modern day marketers The shift from Marketing Automation to Intelligent

More information

DESIGNING CHAT AND VOICE BOTS

DESIGNING CHAT AND VOICE BOTS DESIGNING CHAT AND VOICE BOTS INNOVATION-DRIVEN DIGITAL TRANSFORMATION AUTHOR Joel Osman Digital and Experience Design Lead Phone: + 1 312.509.4851 Email : joel.osman@mavenwave.com Website: www.mavenwave.com

More information

UNIT 13A AI: Games & Search Strategies. Announcements

UNIT 13A AI: Games & Search Strategies. Announcements UNIT 13A AI: Games & Search Strategies 1 Announcements Do not forget to nominate your favorite CA bu emailing gkesden@gmail.com, No lecture on Friday, no recitation on Thursday No office hours Wednesday,

More information

UNIT 13A AI: Games & Search Strategies

UNIT 13A AI: Games & Search Strategies UNIT 13A AI: Games & Search Strategies 1 Artificial Intelligence Branch of computer science that studies the use of computers to perform computational processes normally associated with human intellect

More information

Artificial Intelligence in the Credit Department. Bob Karau CICP Manager of Client Financial Services Robins Kaplan LLP

Artificial Intelligence in the Credit Department. Bob Karau CICP Manager of Client Financial Services Robins Kaplan LLP Artificial Intelligence in the Credit Department Bob Karau CICP Manager of Client Financial Services Robins Kaplan LLP First things first The Topic Reimagine Series IBM Watson Artificial Intelligence The

More information

PSCSF 25th May Potential of AI and future Local Government applications. Netcall 2017

PSCSF 25th May Potential of AI and future Local Government applications. Netcall 2017 PSCSF 25th May 2017 Potential of AI and future Local Government applications Agenda What is AI? How has it been used in the Private Sector? Where is it being used in the Public Sector? Potential of AI

More information

Lecture 1 What is AI? EECS 348 Intro to Artificial Intelligence Doug Downey

Lecture 1 What is AI? EECS 348 Intro to Artificial Intelligence Doug Downey Lecture 1 What is AI? EECS 348 Intro to Artificial Intelligence Doug Downey Outline 1) What is AI: The Course 2) What is AI: The Field 3) Why to take the class (or not) 4) A Brief History of AI 5) Predict

More information

Artificial Intelligence CS365. Amitabha Mukerjee

Artificial Intelligence CS365. Amitabha Mukerjee Artificial Intelligence CS365 Amitabha Mukerjee What is intelligence Acting humanly: Turing Test Turing (1950) "Computing machinery and intelligence": "Can machines think?" Imitation Game Acting humanly:

More information

COMS 493 AI, ROBOTS & COMMUNICATION

COMS 493 AI, ROBOTS & COMMUNICATION COMS 493 AI, ROBOTS & COMMUNICATION Agenda AI Introduction Review Presentation Sign-up History, Hype & Reality Preview Review http://gunkelweb.com/coms493 Presentations History, Hype & Reality Objective:

More information

CMSC 471 Spring Introduction. Tim Finin,

CMSC 471 Spring Introduction. Tim Finin, CMSC 471 Spring 20167 Introduction Tim Finin, finin@umbc.edu What is AI? Q. What is artificial intelligence? A. It is the science and engineering of making intelligent machines, especially intelligent

More information

Beyond Continuous Testing with Artificial Intelligence. By Wolfgang Platz, Founder and CPO. tricentis.com

Beyond Continuous Testing with Artificial Intelligence. By Wolfgang Platz, Founder and CPO. tricentis.com Beyond Continuous Testing with Artificial Intelligence By Wolfgang Platz, Founder and CPO tricentis.com From the golden robots of Hephaestus, to Dr. Frankenstein s monster, to Hal 9000, we ve been fascinated

More information

Artificial intelligence: past, present and future

Artificial intelligence: past, present and future Artificial intelligence: past, present and future Thomas Bolander, Associate Professor, DTU Compute Danske Ideer, 15 March 2017 Thomas Bolander, Danske Ideer, 15 Mar 2017 p. 1/21 A bit about myself Thomas

More information

Computer Science 1400: Part #8: Where We Are: Artificial Intelligence WHAT IS ARTIFICIAL INTELLIGENCE (AI)? AI IN SOCIETY RELATING WITH AI

Computer Science 1400: Part #8: Where We Are: Artificial Intelligence WHAT IS ARTIFICIAL INTELLIGENCE (AI)? AI IN SOCIETY RELATING WITH AI Computer Science 1400: Part #8: Where We Are: Artificial Intelligence WHAT IS ARTIFICIAL INTELLIGENCE (AI)? AI IN SOCIETY RELATING WITH AI What is Artificial Intelligence (AI)? Artificial Intelligence

More information

What We Talk About When We Talk About AI

What We Talk About When We Talk About AI MAGAZINE What We Talk About When We Talk About AI ARTIFICIAL INTELLIGENCE TECHNOLOGY 30 OCT 2015 W e have all seen the films, read the comics or been awed by the prophetic books, and from them we think

More information

Artificial Intelligence

Artificial Intelligence Artificial Intelligence (Sistemas Inteligentes) Pedro Cabalar Depto. Computación Universidade da Coruña, SPAIN Chapter 1. Introduction Pedro Cabalar (UDC) ( Depto. AIComputación Universidade da Chapter

More information

CSC 550: Introduction to Artificial Intelligence. Fall 2004

CSC 550: Introduction to Artificial Intelligence. Fall 2004 CSC 550: Introduction to Artificial Intelligence Fall 2004 See online syllabus at: http://www.creighton.edu/~davereed/csc550 Course goals: survey the field of Artificial Intelligence, including major areas

More information

Dr Rong Qu History of AI

Dr Rong Qu History of AI Dr Rong Qu History of AI AI Originated in 1956, John McCarthy coined the term very successful at early stage Within 10 years a computer will be a chess champion Herbert Simon, 1957 IBM Deep Blue on 11

More information

AI powering Corporate Communications

AI powering Corporate Communications AI powering Corporate Communications Media Analysis & Insights December 2018 HUMANS MEET AI Artificial intelligence (AI) is the ability of computers to understand certain aspects of the natural world,

More information

How Machine Learning and AI Are Disrupting the Current Healthcare System. Session #30, March 6, 2018 Cris Ross, CIO Mayo Clinic, Jim Golden, PwC

How Machine Learning and AI Are Disrupting the Current Healthcare System. Session #30, March 6, 2018 Cris Ross, CIO Mayo Clinic, Jim Golden, PwC How Machine Learning and AI Are Disrupting the Current Healthcare System Session #30, March 6, 2018 Cris Ross, CIO Mayo Clinic, Jim Golden, PwC 1 Conflicts of Interest: Christopher Ross, MBA Has no real

More information

Artificial Intelligence. AI Slides (4e) c Lin

Artificial Intelligence. AI Slides (4e) c Lin Artificial Intelligence AI Slides (4e) c Lin Zuoquan@PKU 2003-2017 1 Information AI Slides (4.1e, 2017) Lin Zuoquan Information Science Department Peking University linzuoquan@pku.edu.cn Course home page

More information

Using AI and NLP to Alleviate Physician Burnout

Using AI and NLP to Alleviate Physician Burnout FEBRUARY 11, 2019 ORLANDO, FL Using AI and NLP to Alleviate Physician Burnout www.himssconference.org #smarthit Context: AI as a New Technology It is Day 1: We re very early in this Journey- we ll be wrong

More information

BI TRENDS FOR Data De-silofication: The Secret to Success in the Analytics Economy

BI TRENDS FOR Data De-silofication: The Secret to Success in the Analytics Economy 11 BI TRENDS FOR 2018 Data De-silofication: The Secret to Success in the Analytics Economy De-silofication What is it? Many successful companies today have found their own ways of connecting data, people,

More information

THE USE OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN SPEECH RECOGNITION. A CS Approach By Uniphore Software Systems

THE USE OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN SPEECH RECOGNITION. A CS Approach By Uniphore Software Systems THE USE OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN SPEECH RECOGNITION A CS Approach By Uniphore Software Systems Communicating with machines something that was near unthinkable in the past is today

More information

History and Philosophical Underpinnings

History and Philosophical Underpinnings History and Philosophical Underpinnings Last Class Recap game-theory why normal search won t work minimax algorithm brute-force traversal of game tree for best move alpha-beta pruning how to improve on

More information

Artificial Intelligence (AI) Artificial Intelligent definition, vision, reality and consequences. 1. What is AI, definition and use today?

Artificial Intelligence (AI) Artificial Intelligent definition, vision, reality and consequences. 1. What is AI, definition and use today? Artificial Intelligent definition, vision, reality and consequences Peter Funk Department of computer Science Mälardalen University peter.funk@mdh.se Artificial Intelligence (AI) 1. What is AI, definition

More information

Goals of this Course. CSE 473 Artificial Intelligence. AI as Science. AI as Engineering. Dieter Fox Colin Zheng

Goals of this Course. CSE 473 Artificial Intelligence. AI as Science. AI as Engineering. Dieter Fox Colin Zheng CSE 473 Artificial Intelligence Dieter Fox Colin Zheng www.cs.washington.edu/education/courses/cse473/08au Goals of this Course To introduce you to a set of key: Paradigms & Techniques Teach you to identify

More information

Introduction and History of AI

Introduction and History of AI 15-780 Introduction and History of AI J. Zico Kolter January 13, 2014 1 What is AI? 2 Some classic definitions Buildings computers that... Think like humans Act like humans Think rationally Act rationally

More information

AI for Autonomous Ships Challenges in Design and Validation

AI 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 information

Beyond Buzzwords: Emerging Technologies That Matter

Beyond 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 information

Artificial Intelligence. An Introductory Course

Artificial Intelligence. An Introductory Course Artificial Intelligence An Introductory Course 1 Outline 1. Introduction 2. Problems and Search 3. Knowledge Representation 4. Advanced Topics - Game Playing - Uncertainty and Imprecision - Planning -

More information

Final Lecture: Fun, mainly

Final Lecture: Fun, mainly Today s Plan Final Lecture: Fun, mainly Minesweeper Conway s Game of Life The Busy-Beaver function Eliza The Turing Test: Can a machine be intelligent? The Chinese Room: Maybe not. A Story about a Barometer

More information

The REAL Problem With Artificial Intelligence:

The REAL Problem With Artificial Intelligence: The REAL Problem With Artificial Intelligence: A Lack of Understanding Dr. Frank Jones January 2016 Outline of This Talk Beginning (YOU ARE HERE) Middle End Definition: Artificial Intelligence: The branch

More information

Overview. Pre AI developments. Birth of AI, early successes. Overwhelming optimism underwhelming results

Overview. Pre AI developments. Birth of AI, early successes. Overwhelming optimism underwhelming results Help Overview Administrivia History/applications Modeling agents/environments What can we learn from the past? 1 Pre AI developments Philosophy: intelligence can be achieved via mechanical computation

More information

COMP9414/ 9814/ 3411: Artificial Intelligence. Overview. UNSW c Alan Blair,

COMP9414/ 9814/ 3411: Artificial Intelligence. Overview. UNSW c Alan Blair, COMP9414/ 9814/ 3411: Artificial Intelligence Overview COMP9414/9814/3411 16s1 Overview 1 Course Web Page(s) http://www.cse.unsw.edu.au/~cs9414 http://www.cse.unsw.edu.au/~cs3411 Lecturer-in-Charge Alan

More information

The five senses of Artificial Intelligence

The five senses of Artificial Intelligence The five senses of Artificial Intelligence Why humanizing automation is crucial to the transformation of your business AUTOMATION DRIVE The five senses of Artificial Intelligence: A deep source of untapped

More information

CMSC 372 Artificial Intelligence. Fall Administrivia

CMSC 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 information

CE213 Artificial Intelligence Lecture 1

CE213 Artificial Intelligence Lecture 1 CE213 Artificial Intelligence Lecture 1 Module supervisor: Prof. John Gan, Email: jqgan, Office: 4B.524 Homepage: http://csee.essex.ac.uk/staff/jqgan/ CE213 website: http://orb.essex.ac.uk/ce/ce213/ Learning

More information

Artificial Intelligence A Very Brief Overview of a Big Field

Artificial Intelligence A Very Brief Overview of a Big Field Artificial Intelligence A Very Brief Overview of a Big Field Notes for CSC 100 - The Beauty and Joy of Computing The University of North Carolina at Greensboro Reminders Blown to Bits Chapter 5 or 6: Contribute

More information

COMP9414/ 9814/ 3411: Artificial Intelligence. Week 1: Foundations. UNSW c Alan Blair,

COMP9414/ 9814/ 3411: Artificial Intelligence. Week 1: Foundations. UNSW c Alan Blair, COMP9414/ 9814/ 3411: Artificial Intelligence Week 1: Foundations COMP9414/9814/3411 18s1 Foundations 1 Course Materials through OpenLearning Instructions on how to access the course materials are given

More information

The five senses of Artificial Intelligence. Why humanizing automation is crucial to the transformation of your business

The five senses of Artificial Intelligence. Why humanizing automation is crucial to the transformation of your business The five senses of Artificial Intelligence Why humanizing automation is crucial to the transformation of your business AUTOMATION DRIVE Machine Powered, Business Reimagined Corporate adoption of cognitive

More information

The Five Senses of Intelligent Automation

The Five Senses of Intelligent Automation The Five Senses of Intelligent Automation Why humanizing automation is crucial to the transformation of your business AUTOMATION DRIVE Machine Powered, Business Reimagined Corporate adoption of cognitive

More information

Powering Human Capability

Powering Human Capability Powering Human Capability Our Genesis Our Genesis A focus on relationships As the world changes around us at a frenetic pace, there are still truths that remain constant...truths such as relationship;

More information

Artificial Intelligence: Definition

Artificial Intelligence: Definition Lecture Notes Artificial Intelligence: Definition Dae-Won Kim School of Computer Science & Engineering Chung-Ang University What are AI Systems? Deep Blue defeated the world chess champion Garry Kasparov

More information

CS10 The Beauty and Joy of Computing

CS10 The Beauty and Joy of Computing CS10 The Beauty and Joy of Computing Lecture #15 Artificial Intelligence UC Berkeley EECS Lecturer SOE Dan Garcia 2011-10-24 The PRIMER-V2 robot is capable of starting from a stopped position, start riding,

More information

2018 Avanade Inc. All Rights Reserved.

2018 Avanade Inc. All Rights Reserved. Microsoft Future Decoded 2018 November 6th Why AI Empowers Our Business Today Roberto Chinelli Data and Artifical Intelligence Market Unit Lead Avanade Roberto Chinelli Avanade Italy Data and AI Market

More information

Computational Thinking

Computational Thinking Artificial Intelligence Learning goals CT Application: Students will be able to describe the difference between Strong and Weak AI CT Impact: Students will be able to describe the gulf that exists between

More information

Remuneration Report

Remuneration Report Remuneration Report 2017-2018 In this year s report we have worked hard to not only provide the rare, specific remuneration data you need in order to benchmark roles, but also provide you greater insight

More information

Artificial Intelligence: Your Phone Is Smart, but Can It Think?

Artificial Intelligence: Your Phone Is Smart, but Can It Think? Artificial Intelligence: Your Phone Is Smart, but Can It Think? Mark Maloof Department of Computer Science Georgetown University Washington, DC 20057-1232 http://www.cs.georgetown.edu/~maloof Prelude 18

More information

Artificial Intelligence. Vertiefungsmodul Astrobiology: Panspermie und Terraforming von (Exo-)Planeten WS 13/14 Mag. Christian Grundner

Artificial Intelligence. Vertiefungsmodul Astrobiology: Panspermie und Terraforming von (Exo-)Planeten WS 13/14 Mag. Christian Grundner Artificial Intelligence Vertiefungsmodul Astrobiology: Panspermie und Terraforming von (Exo-)Planeten WS 13/14 Mag. Christian Grundner Ray Kurzweil 2010 1999 2006 https://encrypted-tbn1.gstatic.com/images?q=tbn:and9gcqn1qlxuccromeju9fljoodwqhlhk8nkpbsc19jx_zgnmii_cfwzw

More information

The Roller-Coaster History of Artificial Intelligence and its Impact on the Practice of Law

The Roller-Coaster History of Artificial Intelligence and its Impact on the Practice of Law The Roller-Coaster History of Artificial Intelligence and its Impact on the Practice of Law Uniersity of Richmond Law School February 23, 2018 Sharon D. Nelson, Esq. & John W. Simek snelson@senseient.com;

More information

What is Artificial Intelligence? Alternate Definitions (Russell + Norvig) Human intelligence

What is Artificial Intelligence? Alternate Definitions (Russell + Norvig) Human intelligence CSE 3401: Intro to Artificial Intelligence & Logic Programming Introduction Required Readings: Russell & Norvig Chapters 1 & 2. Lecture slides adapted from those of Fahiem Bacchus. What is AI? What is

More information

CHAPTER TWELVE. The Artificial Intelligence (AI) Approach I: The Mind As Machine

CHAPTER TWELVE. The Artificial Intelligence (AI) Approach I: The Mind As Machine CHAPTER TWELVE The Artificial Intelligence (AI) Approach I: The Mind As Machine What is AI? Intelligent Agent (IA) complete machine implementation of human thinking, feeling, speaking, symbolic processing,

More information

Application of AI Technology to Industrial Revolution

Application 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 information

Artificial Intelligence: An Introduction

Artificial Intelligence: An Introduction Artificial Intelligence: An Introduction Mark Maloof Department of Computer Science Georgetown University Washington, DC 20057-1232 http://www.cs.georgetown.edu/~maloof August 30, 2017 What is Artificial

More information

Artificial Intelligence. Shobhanjana Kalita Dept. of Computer Science & Engineering Tezpur University

Artificial 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 information

CS10 The Beauty and Joy of Computing

CS10 The Beauty and Joy of Computing CS10 The Beauty and Joy of Computing Lecture #21 Artificial Intelligence UC Berkeley EECS Lecturer SOE Dan Garcia 2011-04-13 IBM s Watson is being used by researchers in Canada to provide early warnings

More information

How to AI COGS 105. Traditional Rule Concept. if (wus=="hi") { was = "hi back to ya"; }

How to AI COGS 105. Traditional Rule Concept. if (wus==hi) { was = hi back to ya; } COGS 105 Week 14b: AI and Robotics How to AI Many robotics and engineering problems work from a taskbased perspective (see competing traditions from last class). What is your task? What are the inputs

More information

Artificial Intelligence

Artificial Intelligence Politecnico di Milano Artificial Intelligence Artificial Intelligence What and When Viola Schiaffonati viola.schiaffonati@polimi.it What is artificial intelligence? When has been AI created? Are there

More information

Virtual Assistants and Self-Driving Cars: To what extent is Artificial Intelligence needed in Next-Generation Autonomous Vehicles?

Virtual Assistants and Self-Driving Cars: To what extent is Artificial Intelligence needed in Next-Generation Autonomous Vehicles? Virtual Assistants and Self-Driving Cars: To what extent is Artificial Intelligence needed in Next-Generation Autonomous Vehicles? Dr. Giuseppe Lugano ERAdiate Team, University of Žilina (Slovakia) giuseppe.lugano@uniza.sk

More information

EMBRACING THE MACHINES: AI s Collision With Commerce Craig Elston Global Chief Strategy Officer

EMBRACING THE MACHINES: AI s Collision With Commerce Craig Elston Global Chief Strategy Officer EMBRACING THE MACHINES: AI s Collision With Commerce Craig Elston Global Chief Strategy Officer 1 In 2017, By The Numbers - U.S. CNBC Over 15M Alexa-Powered Devices Sold Over 5M Google Home Units Sold

More information

AI & Machine Learning. By Jan Øye Lindroos

AI & Machine Learning. By Jan Øye Lindroos AI & Machine Learning By Jan Øye Lindroos About This Talk Brief introduction to AI: Definition and Characteristics Machine Learning: Types of ML, example algorithms Historical Overview: 1940-Present Present

More information

LECTURE 1: OVERVIEW. CS 4100: Foundations of AI. Instructor: Robert Platt. (some slides from Chris Amato, Magy Seif El-Nasr, and Stacy Marsella)

LECTURE 1: OVERVIEW. CS 4100: Foundations of AI. Instructor: Robert Platt. (some slides from Chris Amato, Magy Seif El-Nasr, and Stacy Marsella) LECTURE 1: OVERVIEW CS 4100: Foundations of AI Instructor: Robert Platt (some slides from Chris Amato, Magy Seif El-Nasr, and Stacy Marsella) SOME LOGISTICS Class webpage: http://www.ccs.neu.edu/home/rplatt/cs4100_spring2018/index.html

More information

Navigating The Fourth Industrial Revolution: Is All Change Good?

Navigating The Fourth Industrial Revolution: Is All Change Good? Navigating The Fourth Industrial Revolution: Is All Change Good? A REPORT BY THE ECONOMIST INTELLIGENCE UNIT, SPONSORED BY SALESFORCE Written by Forward In almost every aspect of society, the Fourth Industrial

More information

COS 402 Machine Learning and Artificial Intelligence Fall Lecture 1: Intro

COS 402 Machine Learning and Artificial Intelligence Fall Lecture 1: Intro COS 402 Machine Learning and Artificial Intelligence Fall 2016 Lecture 1: Intro Sanjeev Arora Elad Hazan Today s Agenda Defining intelligence and AI state-of-the-art, goals Course outline AI by introspection

More information

Artificial Intelligence and Robotics Getting More Human

Artificial 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 information

Industry 4.0 The Future of Innovation

Industry 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 information

Welcome to CSC384: Intro to Artificial MAN.

Welcome to CSC384: Intro to Artificial MAN. Welcome to CSC384: Intro to Artificial Intelligence!@#!, MAN. CSC384: Intro to Artificial Intelligence Winter 2014 Instructor: Prof. Sheila McIlraith Lectures/Tutorials: Monday 1-2pm WB 116 Wednesday 1-2pm

More information

CSE 473 Artificial Intelligence (AI)

CSE 473 Artificial Intelligence (AI) CSE 473 Artificial Intelligence (AI) Rajesh Rao (Instructor) Jennifer Hanson (TA) Evan Herbst (TA) http://www.cs.washington.edu/473 Based on slides by UW CSE AI faculty, Dan Klein, Stuart Russell, Andrew

More information

Lecture 1 What is AI?

Lecture 1 What is AI? Lecture 1 What is AI? CSE 473 Artificial Intelligence Oren Etzioni 1 AI as Science What are the most fundamental scientific questions? 2 Goals of this Course To teach you the main ideas of AI. Give you

More information

Customer Service & Artificial Intelligence:

Customer Service & Artificial Intelligence: Guide Customer Service & Artificial Intelligence: A Roadmap of Value www.digitalgenius.com Artificial Intelligence In Human Communication In January 1984, Steve Jobs of Apple was presenting at a keynote

More information

Artificial Intelligence

Artificial Intelligence Artificial Intelligence Introduction Chapter 1 & 26 Why Study AI? One reason to study it is to learn more about ourselves Another reason is that these constructed intelligent entities are interesting and

More information

Artificial Intelligence

Artificial Intelligence Artificial Intelligence CSE 120 Winter 2018 Slide credits: Pieter Abbeel, Dan Klein, Stuart Russell, Pat Virtue & http://csillustrated.berkeley.edu Instructor: Teaching Assistants: Justin Hsia Anupam Gupta,

More information

Artificial Intelligence

Artificial Intelligence Artificial Intelligence CSE 120 Spring 2017 Slide credits: Pieter Abbeel, Dan Klein, Stuart Russell, Pat Virtue & http://csillustrated.berkeley.edu Instructor: Justin Hsia Teaching Assistants: Anupam Gupta,

More information

The A.I. Revolution Begins With Augmented Intelligence. White Paper January 2018

The A.I. Revolution Begins With Augmented Intelligence. White Paper January 2018 White Paper January 2018 The A.I. Revolution Begins With Augmented Intelligence Steve Davis, Chief Technology Officer Aimee Lessard, Chief Analytics Officer 53% of companies believe that augmented intelligence

More information

3 rd December AI at arago. The Impact of Intelligent Automation on the Blue Chip Economy

3 rd December AI at arago. The Impact of Intelligent Automation on the Blue Chip Economy Hans-Christian AI AT ARAGO Chris Boos @boosc 3 rd December 2015 AI at arago The Impact of Intelligent Automation on the Blue Chip Economy From Industry to Technology AI at arago AI AT ARAGO The Economic

More information

Marketing & AI. Are YOU Ready for the Future?

Marketing & AI. Are YOU Ready for the Future? Marketing & AI Are YOU Ready for the Future? 1 Show of Hands Who do we have in the room? Accountant Marketer Other 2 So, who am I? My Introduction and History is also my Disclaimer 3 Questions We Will

More information

Automation: Assessing the Impact on Qualitative Research

Automation: Assessing the Impact on Qualitative Research Automation: Assessing the Impact on Qualitative Research Ray Poynter The Future Place & NewMR Automation: Assessing the Impact on Qualitative Research Introduction by: Jenifer Audette Director of Marketing

More information

Turing Centenary Celebration

Turing Centenary Celebration 1/18 Turing Celebration Turing s Test for Artificial Intelligence Dr. Kevin Korb Clayton School of Info Tech Building 63, Rm 205 kbkorb@gmail.com 2/18 Can Machines Think? Yes Alan Turing s question (and

More information

PURPOSE OF THIS EBOOK

PURPOSE OF THIS EBOOK A RT I F I C I A L I N T E L L I G E N C E A N D D O C U M E N T A U TO M AT I O N PURPOSE OF THIS EBOOK In recent times, attitudes towards AI systems have evolved from being associated with science fiction

More information

Machine Consciousness. Day 6 Nature of Mind

Machine Consciousness. Day 6 Nature of Mind Machine Consciousness Day 6 Nature of Mind The Named after Alan Turing, the early computer scientist who proposed it The Named after Alan Turing, the early computer scientist who proposed it Turing suggested

More information

Quick work: Memory allocation

Quick work: Memory allocation Quick work: Memory allocation The OS is using a fixed partition algorithm. Processes place requests to the OS in the following sequence: P1=15 KB, P2=5 KB, P3=30 KB Draw the memory map at the end, if each

More information

Artificial Intelligence in the World. Prof. Levy Fromm Institute Spring Session, 2017

Artificial Intelligence in the World. Prof. Levy Fromm Institute Spring Session, 2017 Artificial Intelligence in the World Prof. Levy Fromm Institute Spring Session, 2017 Lecture 3 agenda Robots laws, applications, technology, examples, impact History of computing 1965-1980 Key people in

More information

Welcome to CompSci 171 Fall 2010 Introduction to AI.

Welcome to CompSci 171 Fall 2010 Introduction to AI. Welcome to CompSci 171 Fall 2010 Introduction to AI. http://www.ics.uci.edu/~welling/teaching/ics171spring07/ics171fall09.html Instructor: Max Welling, welling@ics.uci.edu Office hours: Wed. 4-5pm in BH

More information

What's involved in Intelligence?

What's involved in Intelligence? AI Methodology Theoretical aspects Mathematical formalizations, properties, algorithms Engineering aspects The act of building (useful) machines Empirical science Experiments What's involved in Intelligence?

More information

What is AI? Robert Platt Northeastern University

What is AI? Robert Platt Northeastern University Robert Platt Northeastern University Some material used from: 1. Russell/Norvig, AIMA 2. Stacy Marsella, CS4100 3. Seif El-Nasr, CS4100 4. Amy Hoover, CS4100 Historical perspective: Handbook of AI: the

More information

Artificial Intelligence

Artificial Intelligence Artificial Intelligence One way to define Artificial Intelligence (AI) is as a branch of science trying to determine and formally describe, permitting a computer implementation the solutions for hard problems.

More information

What is AI? AI is the reproduction of human reasoning and intelligent behavior by computational methods. an attempt of. Intelligent behavior Computer

What is AI? AI is the reproduction of human reasoning and intelligent behavior by computational methods. an attempt of. Intelligent behavior Computer What is AI? an attempt of AI is the reproduction of human reasoning and intelligent behavior by computational methods Intelligent behavior Computer Humans 1 What is AI? (R&N) Discipline that systematizes

More information

Thinking and Autonomy

Thinking and Autonomy Thinking and Autonomy Prasad Tadepalli School of Electrical Engineering and Computer Science Oregon State University Turing Test (1950) The interrogator C needs to decide if he is talking to a computer

More information

Random Administrivia. In CMC 306 on Monday for LISP lab

Random Administrivia. In CMC 306 on Monday for LISP lab Random Administrivia In CMC 306 on Monday for LISP lab Artificial Intelligence: Introduction What IS artificial intelligence? Examples of intelligent behavior: Definitions of AI There are as many definitions

More information

AI in Business Enterprises

AI 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 information

The Transformative Power of Technology

The Transformative Power of Technology Dr. Bernard S. Meyerson, IBM Fellow, Vice President of Innovation, CHQ The Transformative Power of Technology The Roundtable on Education and Human Capital Requirements, Feb 2012 Dr. Bernard S. Meyerson,

More information

6. Games. COMP9414/ 9814/ 3411: Artificial Intelligence. Outline. Mechanical Turk. Origins. origins. motivation. minimax search

6. Games. COMP9414/ 9814/ 3411: Artificial Intelligence. Outline. Mechanical Turk. Origins. origins. motivation. minimax search COMP9414/9814/3411 16s1 Games 1 COMP9414/ 9814/ 3411: Artificial Intelligence 6. Games Outline origins motivation Russell & Norvig, Chapter 5. minimax search resource limits and heuristic evaluation α-β

More information

#Azure #MicrosoftAIJourney Feedback Forms

#Azure #MicrosoftAIJourney Feedback Forms http://aka.ms/aicommunity #Azure #MicrosoftAIJourney Feedback Forms http://aka.ms/aijourneyfeedback 21 st September, 2018 16 th October, 2018 25 th October 2018 6 th November, 2018 7 th November, 2018

More information

Outline. What is AI? A brief history of AI State of the art

Outline. What is AI? A brief history of AI State of the art Introduction to AI Outline What is AI? A brief history of AI State of the art What is AI? AI is a branch of CS with connections to psychology, linguistics, economics, Goal make artificial systems solve

More information

What we are expecting from this presentation:

What we are expecting from this presentation: What we are expecting from this presentation: A We want to inform you on the most important highlights from this topic D We exhort you to share with us a constructive feedback for further improvements

More information

THE RELEVANCE OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN SPEECH RECOGNITION. A White Paper by Uniphore Software Systems

THE RELEVANCE OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN SPEECH RECOGNITION. A White Paper by Uniphore Software Systems THE RELEVANCE OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN SPEECH RECOGNITION A White Paper by Uniphore Software Systems Executive Summary Communicating with machines something that was near unthinkable

More information

Creating a Poker Playing Program Using Evolutionary Computation

Creating a Poker Playing Program Using Evolutionary Computation Creating a Poker Playing Program Using Evolutionary Computation Simon Olsen and Rob LeGrand, Ph.D. Abstract Artificial intelligence is a rapidly expanding technology. We are surrounded by technology that

More information

Emily Dobson, Sydney Reed, Steve Smoak

Emily Dobson, Sydney Reed, Steve Smoak Emily Dobson, Sydney Reed, Steve Smoak A computer that has the ability to perform the same tasks as an intelligent being Reason Learn from past experience Make generalizations Discover meaning 1 1 1950-

More information