Ethical issues in automated driving
author : Raja Chatila, Chair of IEEE Global Initiative for Ethical Considerations in Artificial Intelligence and Autonomous Systems
Questions of Ethics in Software DevelopmentJane Prusakova
Software has a lot of power to influence people’s lives and to encourage social change. With great power comes great responsibility. It is up to individuals involved in building software to decide what is right, ethical and moral, and these are not easy decisions.
This presentation considers the Code of Conduct adopted by Association for Computing Machinery, and of raises a number of ethical questions related to the fields of IT and software development. We will discuss real-world cases of software producers facing ethical dilemmas, and how these dilemmas can be approached.
The topics include considerations of privacy and information sharing, failing to deliver a service, security vulnerabilities and bugs, and building software that encourages evil behavior.
Trends in automated cars
Opportunities and challenges in connected automated cars
Presented at ITU Symposium on Future Networked Car.
Author : Anders Eugensson, Director, Governmental Affairs, Volvo Car Group
Satellite network for automated driving
Author : Joel Schroeder
EMEA Satellite Operators Association (ESOA);
Vice President, Strategy & Business Development, Connected Car Program, Inmarsat
MPEG Immersive Media
By Thomas, Director, Technical Standards at Qualcomm
at 2nd ITU-T Mini-Workshop on Immersive Live Experience (ILE) in 19 January 2017
How to Make Awesome SlideShares: Tips & TricksSlideShare
Turbocharge your online presence with SlideShare. We provide the best tips and tricks for succeeding on SlideShare. Get ideas for what to upload, tips for designing your deck and more.
Questions of Ethics in Software DevelopmentJane Prusakova
Software has a lot of power to influence people’s lives and to encourage social change. With great power comes great responsibility. It is up to individuals involved in building software to decide what is right, ethical and moral, and these are not easy decisions.
This presentation considers the Code of Conduct adopted by Association for Computing Machinery, and of raises a number of ethical questions related to the fields of IT and software development. We will discuss real-world cases of software producers facing ethical dilemmas, and how these dilemmas can be approached.
The topics include considerations of privacy and information sharing, failing to deliver a service, security vulnerabilities and bugs, and building software that encourages evil behavior.
Trends in automated cars
Opportunities and challenges in connected automated cars
Presented at ITU Symposium on Future Networked Car.
Author : Anders Eugensson, Director, Governmental Affairs, Volvo Car Group
Satellite network for automated driving
Author : Joel Schroeder
EMEA Satellite Operators Association (ESOA);
Vice President, Strategy & Business Development, Connected Car Program, Inmarsat
MPEG Immersive Media
By Thomas, Director, Technical Standards at Qualcomm
at 2nd ITU-T Mini-Workshop on Immersive Live Experience (ILE) in 19 January 2017
How to Make Awesome SlideShares: Tips & TricksSlideShare
Turbocharge your online presence with SlideShare. We provide the best tips and tricks for succeeding on SlideShare. Get ideas for what to upload, tips for designing your deck and more.
Technical Report of ITU-T Focus Group on Digital Financial Services : Payment System Oversight and Interoperability
Author : Biagio Bossone
The report describes the foundations of
payment system oversight and considers how oversight policy should apply to interoperability in
retail payment systems. Building on existing international standards for financial market
infrastructures, the report elaborates policy principles for public authorities, payment system
operators, and payment service providers to ensure that the risks associated with interoperability are
managed effectively. Important in this context is the cooperation between relevant authorities, both
domestically and internationally, and their effort to cooperate effectively not just in normal
circumstances, but, especially, during crisis situations.
Using ICN to simplify data delivery, mobility management and secure transmissionITU
ICN provides a unified network and transport layer addressing content by name rather than by location. By disrupting traditional connection-oriented communication model, ICN simplifies data delivery, mobility management and secure transmission over an heterogeneous network access. In the demo, we select DASH video delivery as use case and show the benefits of ICN mobility management, in-network control (rate/loss) and network-assisted bitrate adaptation for a multi-homed user device.
We also illustrate how ICN can effectively reduce transport cost via native edge caching and multi-point/multi-source communications over the backhaul. To that aim, we orchestrate an ICN-enhanced virtualized network backhaul and shows its utilization over time.
Author : Giovanna Carofiglio, Cisco Systems
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
* What makes a blockchain special in terms of inherent security?
* When could a blockchain become insecure / unstable? Examples and implications
* Novel use cases exploiting a blockchain's inherent security
* When could a blockchain pose a cyber threat?
Author : Haydn Jones, Managing Director, Blockchain Hub
Blockchain in Tunisia: From Experimentations to a Challenging Commercial LaunchITU
Case studies - Launch of Blockchain experimentations in
partnership with Tunisian Fintech startups -> Opportunities and Regulatory challenges
Author : Moez Chakchouk, Chairman & CEO of Tunisia Post
Achievements and future works of ITU-T Study Group 13 on Future networks including cloud computing, mobile and next-generation networks
Presented at WTSA-16 by Mr Leo Lehmann, Chairman of ITU-T Study Group 13
Blockchain and Distributed Ledger Technologies: An EU Policy PerspectiveITU
• Digital Single Market-ICT Standards priorities
• Blockchain and financial markets
• European Parliament contributions
• The FinTechTask Force
• Application areas for blockchain
• EU initiatives
Author : Benoit Abeloos, EC, DG CNECT, Startups and
Innovation Unit
Demonstration of features and abilities of ICN to deliver on IMT-2020 goals
Author : Phil Brown, Fujitsu Laboratories of America, Inc.
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Overview and clarification of blockchain on following respects: what blockchain is, when it appeared, how it works, who designed/develops it, what it can achieve?
Author : Dr Christian Cachin, IBM
Blockchain technology is probably the biggest game changer for the Internet. Is this for good or bad? Will it help to make the Internet safer and more secure – and more beneficial?
Author : Patrick Curry, BBFA
Major applications of blockchains, their different functional characteristics and some example use cases, security and trust mechanisms on which blockchains, containing regulated data, depend.
Author : David Watrin, Head of Security and Intelligence, Swisscom
The relation of the two concepts of ‘blockchain’ and ‘security’ - whether blockchain is redefining cybersecurity, what new challenges are, how we build a virtuous circle between blockchain and security
Author : Dr Mark Moir, Oracle Labs
Blockchain: Definitions, Use Cases & ChallengesITU
Major application areas of blockchain, major functional characteristics and their variation across application areas, example use cases and fundamental security and trust mechanisms upon required within a compliant blockchain, across blockchains and around blockchains.
Author : Sian Jones, Chief of Staff at Credits, Head of European Digital Currency & Blockchain Technology Forum
Achievements and future works of ITU-T Study Group 20 on IoT and its applications including smart cities and communities
Presented at WTSA-16 by Mr Nasser Saleh Al Marzouqi, Chairman of ITU-T Study Group 20
Regulatory & Legal Aspects of Distributed Ledger TechnologyITU
Regulatory & Legal Aspects of Distributed Ledger Technology
Author : Dr Leon J Perlman, Head of Columbia University Digital Financial Services Observatory
Achievements and future works of ITU-T Study Group 15 on Networks, Technologies and Infrastructures for Transport, Access and Home
Presented at WTSA-16 by Mr Stephen J. Trowbridge, Chairman of ITU-T Study Group 15
Emerging 8K services and their applications towards 2020ITU
Emerging 8K services and their applications towards 2020
By Shuichi Aoki, Science and Technology Research Laboratories, NHK
at 2nd ITU-T Mini-Workshop on Immersive Live Experience (ILE) in 19 January 2017
EBU's report on DVB and VR
By David Wood, Consultant in Technology and Innovation to the European Broadcasting Union (EBU)
at 2nd ITU-T Mini-Workshop on Immersive Live Experience (ILE) in 19 January 2017
Consideration of fixed mobile convergence in 5GITU
This presentation will introduce IMT-2020 fixed mobile convergence (FMC) scenarios and requirements, such as service continuity among different access networks in a 5G environment. Based on the requirements, a FMC solution, Unified Network Integrating Cloud (UNIC), will also be introduced, including the high level architecture and some key technologies, such as unified access control for both fixed and mobile, edge computing for user plane, converged subscriber database, Telecom Integrated Cloud (TIC), etc.
Author : Yachen Wang, China Mobile
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Virginia Dignum – Responsible artificial intelligenceNEXTConference
As Artificial Intelligence (AI) systems are increasingly making decisions that directly affect users and society, many questions raise across social, economic, political, technological, legal, ethical and philosophical issues. Can machines make moral decisions? Should artificial systems ever be treated as ethical entities? What are the legal and ethical consequences of human enhancement technologies, or cyber-genetic technologies? How should moral, societal and legal values be part of the design process? In this talk, we look at ways to ensure ethical behaviour by artificial systems. Given that ethics are dependent on the socio-cultural context and are often only implicit in deliberation processes, methodologies are needed to elicit the values held by designers and stakeholders, and to make these explicit leading to better understanding and trust on artificial autonomous systems. We will in particular focus on the ART principles for AI: Accountability, Responsibility, Transparency.
CIS 2015 The Ethics of Personal Data - Robin WiltonCloudIDSummit
We're all more conscious than we were 2 years ago, about how much data is collected about us, and how revealing it can be. The commercial and government direction of travel is clear: more data, more mining, more monetization. And if personal data fuels the information economy, who'd want to stop that? But can we get the economic benefits, without selling our digital souls in the process?
- Is there a data equivalent to the ""polluter pays"" principle? And if not, is there an alternative?
- Ethical data handling sounds great in principle, but can it be practical?
- How can organizations put ethical data handling into practice?
Technical Report of ITU-T Focus Group on Digital Financial Services : Payment System Oversight and Interoperability
Author : Biagio Bossone
The report describes the foundations of
payment system oversight and considers how oversight policy should apply to interoperability in
retail payment systems. Building on existing international standards for financial market
infrastructures, the report elaborates policy principles for public authorities, payment system
operators, and payment service providers to ensure that the risks associated with interoperability are
managed effectively. Important in this context is the cooperation between relevant authorities, both
domestically and internationally, and their effort to cooperate effectively not just in normal
circumstances, but, especially, during crisis situations.
Using ICN to simplify data delivery, mobility management and secure transmissionITU
ICN provides a unified network and transport layer addressing content by name rather than by location. By disrupting traditional connection-oriented communication model, ICN simplifies data delivery, mobility management and secure transmission over an heterogeneous network access. In the demo, we select DASH video delivery as use case and show the benefits of ICN mobility management, in-network control (rate/loss) and network-assisted bitrate adaptation for a multi-homed user device.
We also illustrate how ICN can effectively reduce transport cost via native edge caching and multi-point/multi-source communications over the backhaul. To that aim, we orchestrate an ICN-enhanced virtualized network backhaul and shows its utilization over time.
Author : Giovanna Carofiglio, Cisco Systems
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
* What makes a blockchain special in terms of inherent security?
* When could a blockchain become insecure / unstable? Examples and implications
* Novel use cases exploiting a blockchain's inherent security
* When could a blockchain pose a cyber threat?
Author : Haydn Jones, Managing Director, Blockchain Hub
Blockchain in Tunisia: From Experimentations to a Challenging Commercial LaunchITU
Case studies - Launch of Blockchain experimentations in
partnership with Tunisian Fintech startups -> Opportunities and Regulatory challenges
Author : Moez Chakchouk, Chairman & CEO of Tunisia Post
Achievements and future works of ITU-T Study Group 13 on Future networks including cloud computing, mobile and next-generation networks
Presented at WTSA-16 by Mr Leo Lehmann, Chairman of ITU-T Study Group 13
Blockchain and Distributed Ledger Technologies: An EU Policy PerspectiveITU
• Digital Single Market-ICT Standards priorities
• Blockchain and financial markets
• European Parliament contributions
• The FinTechTask Force
• Application areas for blockchain
• EU initiatives
Author : Benoit Abeloos, EC, DG CNECT, Startups and
Innovation Unit
Demonstration of features and abilities of ICN to deliver on IMT-2020 goals
Author : Phil Brown, Fujitsu Laboratories of America, Inc.
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Overview and clarification of blockchain on following respects: what blockchain is, when it appeared, how it works, who designed/develops it, what it can achieve?
Author : Dr Christian Cachin, IBM
Blockchain technology is probably the biggest game changer for the Internet. Is this for good or bad? Will it help to make the Internet safer and more secure – and more beneficial?
Author : Patrick Curry, BBFA
Major applications of blockchains, their different functional characteristics and some example use cases, security and trust mechanisms on which blockchains, containing regulated data, depend.
Author : David Watrin, Head of Security and Intelligence, Swisscom
The relation of the two concepts of ‘blockchain’ and ‘security’ - whether blockchain is redefining cybersecurity, what new challenges are, how we build a virtuous circle between blockchain and security
Author : Dr Mark Moir, Oracle Labs
Blockchain: Definitions, Use Cases & ChallengesITU
Major application areas of blockchain, major functional characteristics and their variation across application areas, example use cases and fundamental security and trust mechanisms upon required within a compliant blockchain, across blockchains and around blockchains.
Author : Sian Jones, Chief of Staff at Credits, Head of European Digital Currency & Blockchain Technology Forum
Achievements and future works of ITU-T Study Group 20 on IoT and its applications including smart cities and communities
Presented at WTSA-16 by Mr Nasser Saleh Al Marzouqi, Chairman of ITU-T Study Group 20
Regulatory & Legal Aspects of Distributed Ledger TechnologyITU
Regulatory & Legal Aspects of Distributed Ledger Technology
Author : Dr Leon J Perlman, Head of Columbia University Digital Financial Services Observatory
Achievements and future works of ITU-T Study Group 15 on Networks, Technologies and Infrastructures for Transport, Access and Home
Presented at WTSA-16 by Mr Stephen J. Trowbridge, Chairman of ITU-T Study Group 15
Emerging 8K services and their applications towards 2020ITU
Emerging 8K services and their applications towards 2020
By Shuichi Aoki, Science and Technology Research Laboratories, NHK
at 2nd ITU-T Mini-Workshop on Immersive Live Experience (ILE) in 19 January 2017
EBU's report on DVB and VR
By David Wood, Consultant in Technology and Innovation to the European Broadcasting Union (EBU)
at 2nd ITU-T Mini-Workshop on Immersive Live Experience (ILE) in 19 January 2017
Consideration of fixed mobile convergence in 5GITU
This presentation will introduce IMT-2020 fixed mobile convergence (FMC) scenarios and requirements, such as service continuity among different access networks in a 5G environment. Based on the requirements, a FMC solution, Unified Network Integrating Cloud (UNIC), will also be introduced, including the high level architecture and some key technologies, such as unified access control for both fixed and mobile, edge computing for user plane, converged subscriber database, Telecom Integrated Cloud (TIC), etc.
Author : Yachen Wang, China Mobile
Presented at ITU-T Focus Group IMT-2020 Workshop and Demo Day, 7 December 2016.
More details on the event : http://www.itu.int/en/ITU-T/Workshops-and-Seminars/201612/Pages/Programme.aspx
Virginia Dignum – Responsible artificial intelligenceNEXTConference
As Artificial Intelligence (AI) systems are increasingly making decisions that directly affect users and society, many questions raise across social, economic, political, technological, legal, ethical and philosophical issues. Can machines make moral decisions? Should artificial systems ever be treated as ethical entities? What are the legal and ethical consequences of human enhancement technologies, or cyber-genetic technologies? How should moral, societal and legal values be part of the design process? In this talk, we look at ways to ensure ethical behaviour by artificial systems. Given that ethics are dependent on the socio-cultural context and are often only implicit in deliberation processes, methodologies are needed to elicit the values held by designers and stakeholders, and to make these explicit leading to better understanding and trust on artificial autonomous systems. We will in particular focus on the ART principles for AI: Accountability, Responsibility, Transparency.
CIS 2015 The Ethics of Personal Data - Robin WiltonCloudIDSummit
We're all more conscious than we were 2 years ago, about how much data is collected about us, and how revealing it can be. The commercial and government direction of travel is clear: more data, more mining, more monetization. And if personal data fuels the information economy, who'd want to stop that? But can we get the economic benefits, without selling our digital souls in the process?
- Is there a data equivalent to the ""polluter pays"" principle? And if not, is there an alternative?
- Ethical data handling sounds great in principle, but can it be practical?
- How can organizations put ethical data handling into practice?
Uncertainty, Risk, and Information Value in Software Requirements and Archite...Emmanuel Letier
Slides from the ICSE 2014 presentation
E. Letier, D. Stefan, E. T. Barr, Uncertainty, Risk, and Information Value in Software Requirements and Architecture, Proc. 36th International Conference on Software Engineering 2014 (ICSE 2014).
Uncertainty complicates early requirements and architecture decisions and may expose a software project to significant risk. Yet software architects lack support for evaluating uncertainty, its impact on risk, and the value of reducing uncertainty before making critical decisions. We propose to apply decision analysis and multi-objective optimisation techniques to provide such support. We present a systematic method allowing software architects to describe uncertainty about the impact of alternatives on stakeholders' goals; to calculate the consequences of uncertainty through Monte-Carlo simulation; to shortlist candidate architectures based on expected costs, benefits and risks; and to assess the value of obtaining additional information before deciding. We demonstrate our method on the design of a system for coordinating emergency response teams. Our approach highlights the need for requirements engineering and software cost estimation methods to disclose uncertainty instead of hiding it.
Chp 04 ethics and proffesions (shared) ----YUSRA FERNANDO
Computer Ethics
Special Responsibilities Facing Computer Professionals and Users
Maintaining relationships with and responsibilities toward customers, clients, coworkers, employees, and employers.
Making critical decisions that have significant consequences for many people.
Determining how to manage, select, or use computers in a professional setting.
Generative AI: Responsible Path forward, a presentation conducted during DataHour webinar series by Analytics Vidhya and attended by more than a hundred data scientists and AI experts from around the world. The presentation address the importance of AI ethics and the development of responsible AI governance at tech firms to help mitigate AI risks and ethical issues.
Professional Practice
Introduction to
– Ethics
– Islamic Ethics
– Professional Ethic
– Computer Ethics
What is Ethics?
Importance of Ethics
Ethics in Islam
What is Professional Ethics
Why professional ethics?
Professional Ethics
Problems with Professional Ethics
Computer Ethics
Aspects of computer ethics
History of Computer Ethics
Categories of Computer Issues
-Privacy
-Property
-Access
-Accuracy
Moral and Ethical Problems
-Hacking, cracking and virus creation
-Software piracy
-Ethical Scenarios
Presentation on the IEEE P7000series standards, and the P7003 standard for Algorithmic Bias Considerations, at the EC JRC HUman behaviour and MAchine INTelligence (HUMAINT) project kick-off workshop, March 2018
Technology for everyone - AI ethics and BiasMarion Mulder
Slides from my talk at #ToonTechTalks on 27 september 2018
We all see the great potential AI is bringing us. But is it really bringing it to everyone? How are we ensuring under-represented groups are included and vulnerable people are protected? What to do when our technology is unintended biased and discriminating against certain groups. And what if the data and AI is correct, but the by-effect of it is that some groups are put at risk? All questions we need to think about when we are advancing technology for the benefit of humanity.
Sharing what I've learned from my work in diversity, digital and from following great minds in this field such as Joanna Bryson, Virginia Dignum, Rumman Chowdhury, Juriaan van Diggelen, Valerie Frissen, Catelijne Muller, and many more.
Adopting Data Science and Machine Learning in the financial enterpriseQuantUniversity
Financial firms are taking AI and machine learning seriously to augment traditional investment decision making. Alternative datasets including text analytics, cloud computing, algorithmic trading are game changers for many firms who are adopting technology at a rapid pace. As more and more open-source technologies penetrate enterprises, quants and data scientists have a plethora of choices for building, testing and scaling quantitative models. Even though there are multiple solutions and platforms available to build machine learning solutions, challenges remain in adopting machine learning in the enterprise.In this talk we will illustrate a step-by-step process to enable replicable AI/ML research within the enterprise using QuSandbox.
AI Millionaire: A Guide to Forecasting Future Jobs and Hunting OpportunitiesAli Mohammad Saghiri
This is a presentation for my latest book on Amazon entitled "AI Millionaire: A Guide to Forecasting Future Jobs and Hunting Opportunities".
Link: https://www.amazon.com/dp/B0CJ21MDYL
Similar to AI and Automated Driving : An Ethically Aligned Design (20)
Do we need a wakeup call to keep driver-less cars protected? ITU
Do we need a wakeup call to keep driver-less cars protected? This presentation was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
Global Virtual Mobile Network for Car manufacturersITU
This presentation discussed Global Virtual Mobile Network for Car manufacturers. The presentation was given at was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
Coordination of Threat Analysis in ICT EcosystemsITU
This presentation discussed Coordination of Threat Analysis in ICT Ecosystems. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
Learning from the past: Systematization for Attacks and Countermeasures on Mo...ITU
This presentation discussed Learning from the past: Systematization for Attacks and Countermeasures on Mobile Networks. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
Trustworthy networking and technical considerations for 5GITU
This presentation discussed Trustworthy networking and technical considerations for 5G. The presentation was given at ITU Workshop on 5G Security in Geneva, Switzerland, on 19 March 2018. Find more information about this workshop here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180319/Pages/programme.aspx
The role of Bicycles and E-Bikes in the future development of Intelligent Tra...ITU
This presentation discussed the role of Bicycles and E-Bikes in the future development of Intelligent Transport Systems. It was given at was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses connected cars & 5G and was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses 5G for Connected and Automated Driving and was given at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018. Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
This presentation discusses securing the future of Automotive and was presented at a Symposium on the Future Networked Car 2018 (FNC-2018) in Geneva, Switzerland on 8 March 2018.
Find more information on this symposium here: https://www.itu.int/en/fnc/2018/Pages/programme.aspx
The Connected Vehicle - Challenges and Opportunities. ITU
This presentation discusses challenges and opportunities of the connected vehicle. The presentation was given at a Symposium on the Future Networked Car 2018 (FNC-2018)
held in Geneva, Switzerland on 8 March 2018. More information on the symposium can be found here: https://www.itu.int/en/fnc/2018/Pages/default.aspx
Machine learning for decentralized and flying radio devicesITU
This presentation discusses matters of machine learning for decentralized and flying radio devices. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Join our upcoming forums and workshops here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/Pages/default.aspx
https://www.slideshare.net/ITU/ai-and-machine-learning
This presentation discusses matters of AI and machine learning. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Join our upcoming forums and workshops here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/Pages/default.aspx
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This presentation consist of models and explanations of deep learning, artificial intelligence and today's systems and communications. This was presented at the ITU-T Workshop on Machine Learning for 5G held at the ITU HQ in Geneva, Switzerland on 29 January 2018. More information on this workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Driven by the rapid progress in Artificial Intelligence (AI) research, intelligent machines are gaining the ability to learn, improve and make calculated decisions in ways that will enable them to perform tasks previously thought to rely solely on human experience, creativity, and ingenuity. As a result, we will in the near future see large parts of our lives influenced by AI.
AI innovation will also be central to the achievement of the United Nations' Sustainable Development Goals (SDGs) and will help solving humanity's grand challenges by capitalizing on the unprecedented quantities of data now being generated on sentiment behavior, human health, commerce, communications, migration and more.
With large parts of our lives being influenced by AI, it is critical that government, industry, academia and civil society work together to evaluate the opportunities presented by AI, ensuring that AI benefits all of humanity. Responding to this critical issue, ITU and the XPRIZE Foundation organized AI for Good Global Summit in Geneva, 7-9 June, 2017 in partnership with a number of UN sister agencies. The Summit aimed to accelerate and advance the development and democratization of AI solutions that can address specific global challenges related to poverty, hunger, health, education, the environment, and others.
The Summit provided a neutral platform for government officials, UN agencies, NGO's, industry leaders, and AI experts to discuss the ethical, technical, societal and policy issues related to AI, offer reccommendations and guidance, and promote international dialogue and cooperation in support of AI innovation.
Please visit the AI for Good Global Summit page for more resources: https://www.itu.int/en/ITU-T/AI/Pages/201706-default.aspx
If you would like to speak, partner or sponsor the 2018 edition of the summit, please contact: ai@itu.int
Join ITU today and apply for an International Mobile Subscriber Identity (IMSI) ranges signified by the shared Mobile Country Code ‘901’, which has no ties to any single country. ‘Global SIMs’ are important for enabling cross-border global M2M & IoT connectivity, helping manufacturers to build once and sell anywhere.
For more information contact: membership@itu.int
Report on the progress made by least developed countries towards universal + affordable Internet with recommendations to achieve Sustainable Development Goal 9C https://www.itu.int/en/ITU-D/LDCs/Pages/ICTs-for-SDGs-in-LDCs-Report.aspx
Collection Methodology for Key Performance Indicators for Smart Sustainable C...ITU
These indicators have been developed to provide cities with a consistent and standardised method to collect
data and measure performance and progress to:
achieving the Sustainable Development Goals (SDGs)
becoming a smarter city
becoming a more sustainable city
The indicators will enable cities to measure their progress over time, compare their performance to other
cities and through analysis and sharing allow for the dissemination of best practices and set standards for
progress in meeting the Sustainable Development Goals (SDGs) at the city level.
For more information visit: https://www.itu.int/en/ITU-T/ssc/united/Pages/default.aspx
Enhancing innovation and participation in smart sustainable citiesITU
The United for Smart Sustainable Cities (U4SSC) initiative was launched by the International Telecommunication
Union (ITU) and United Nations Economic Commission for Europe (UNECE) in May 2016. The first phase of this initiative, which was conducted via three Working Groups, was completed in April 2017. This flipbook brings together the work done in Working Group 3 (WG3) for Enhancing Innovation and Participation in Smart Sustainable Cities. WG3 is formed of a group of global experts and practitioners to facilitate knowledge sharing and partnership building on smart cities, with the aim of formulating strategic guidelines and case studies for enhancing innovation and participation in smart sustainable cities. More specifically, WG3 addresses various topics on smart governance, smart economy and smart people with the aim of achieving strong and symbiotic governance, economics and society.
For more information visit: https://www.itu.int/en/ITU-T/ssc/united/Pages/default.aspx
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
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Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
AI and Automated Driving : An Ethically Aligned Design
1.
AI and Automated Driving:
An Ethically Aligned Design
Raja
Cha'la
Ins'tut
des
Systèmes
Intelligents
et
de
Robo'que
(ISIR)
University
Pierre
&
Marie
Curie,
Sorbonne
Universités,
Paris
4. A Design Approach for an AI Moral Agent:
Value by Design
• Dilu'on
of
responsibili'es:
Designer?
Manufacturer
?
Dealer?
Operator?
Owner?
The
Autonomous
agent?
• Crea'on
of
a
moral
personhood
for
autonomous
agents?
Probably
a
bad
idea
• Following
an
ethical
approach
provides
guidelines
and
common
grounds
• Opera'onal
rules
can
be
implemented
and
explained
• Shared
norms,
and
local
adapta'on
• Problems:
• acceptability
and
consensus
on
the
ethical
values
• Rule
set
completeness
• Uncertain'es
4
7. Conclusions: Design Guidelines
• Pragma'c
moral
approaches
based
on
learning
and
valida'on
may
be
more
appropriate
• Clearly
define
limits
of
machine
capaci'es:
decision-‐making,
control
algorithms,
percep'on.
• Qualify
uncertain'es.
• Design
for
tracing
robot
decisions.
• Design
for
predictability
of
human-‐machine
system.
• Transparent
design
of
decisional
system
7