This document provides an overview of a presentation on using artificial intelligence to improve government performance. It discusses how AI can complement and augment government work by automating routine tasks like documentation. Specific use cases are proposed, such as using machine learning to analyze large datasets and make predictions. A framework is presented for evaluating AI applications based on their viability, value and vitalness. Potential risks of implementing AI like impact on worker morale are also acknowledged. The presentation concludes by outlining next steps for developing an AI strategy, including establishing an AI taskforce and working with outside experts.
After analysing the key AI technologies that can be applied in the public sector, the course gives an overview of potential applications (e.g. chatbots, intelligent agents, decision making algorithms, machine learning systems, etc) in various European countries and sectors of the economy. Furthermore, the aims, the benefits and the possible challenges and risks of such applications are being presented, together with the means for risk mitigation. The course also presents the main initiatives for promoting , monitoring and regulating the use of artificial intelligence in the public sector, in Europe and the world.
AI Governance and Ethics - Industry StandardsAnsgar Koene
Presentation on the potential for Ethics based Industry Standards to function as vehicle to address socio-technical challenges from AI.
Presentation given at the the 1st Austrian IFIP forum ono "AI and future society".
Contemporary AI engenders hopes and fears – hopes of harnessing AI for productivity growth and innovation – fears of mass unemployment and conflict between humankind and an artificial super-intelligence. Before we let AI drive our hopes and fears, we need to understand what it is and what it is not. Then we need to understand how to implement AI in an ethical and responsible manner. Only then can we harness the power of AI to our benefit.
Title: Incredible developments in Artificial intelligence which was the future scenario.
Here I discussed the with the major backbones of AI (Machine learning, Neural networks) types Machine learning and type of Artificial intelligence and with some real-time examples of AI and ML & Benefits and Future of AI with some pros and Cons of Artificial Intelligence.
A Theory of Knowledge Lecture given by Mark Steed, Director of JESS Dubai on Monday 4th March 2019
The lecture explains how AI works and then looks at some of the ethical implications
Keynote at Advantech's AI+Smart Manufacturing event. Shared the AI trend in smart manufacturing as well as a demo regarding how to use Azure Cognitive Services to empower employees and customers.
After analysing the key AI technologies that can be applied in the public sector, the course gives an overview of potential applications (e.g. chatbots, intelligent agents, decision making algorithms, machine learning systems, etc) in various European countries and sectors of the economy. Furthermore, the aims, the benefits and the possible challenges and risks of such applications are being presented, together with the means for risk mitigation. The course also presents the main initiatives for promoting , monitoring and regulating the use of artificial intelligence in the public sector, in Europe and the world.
AI Governance and Ethics - Industry StandardsAnsgar Koene
Presentation on the potential for Ethics based Industry Standards to function as vehicle to address socio-technical challenges from AI.
Presentation given at the the 1st Austrian IFIP forum ono "AI and future society".
Contemporary AI engenders hopes and fears – hopes of harnessing AI for productivity growth and innovation – fears of mass unemployment and conflict between humankind and an artificial super-intelligence. Before we let AI drive our hopes and fears, we need to understand what it is and what it is not. Then we need to understand how to implement AI in an ethical and responsible manner. Only then can we harness the power of AI to our benefit.
Title: Incredible developments in Artificial intelligence which was the future scenario.
Here I discussed the with the major backbones of AI (Machine learning, Neural networks) types Machine learning and type of Artificial intelligence and with some real-time examples of AI and ML & Benefits and Future of AI with some pros and Cons of Artificial Intelligence.
A Theory of Knowledge Lecture given by Mark Steed, Director of JESS Dubai on Monday 4th March 2019
The lecture explains how AI works and then looks at some of the ethical implications
Keynote at Advantech's AI+Smart Manufacturing event. Shared the AI trend in smart manufacturing as well as a demo regarding how to use Azure Cognitive Services to empower employees and customers.
Introduction to the ethics of machine learningDaniel Wilson
A brief introduction to the domain that is variously described as the ethics of machine learning, data science ethics, AI ethics and the ethics of big data. (Delivered as a guest lecture for COMPSCI 361 at the University of Auckland on May 29, 2019)
Artificial Intelligence - It's meaning, uses, past and future.
Artificial intelligence is intelligence demonstrated by machines, as opposed to the natural intelligence displayed by animals including humans
Artificial intelligence refers to the simulation of human intelligence in machines. The goals of artificial intelligence include learning, reasoning, and perception. AI is being used across different industries including finance and healthcare.
Introduction To Artificial Intelligence Powerpoint Presentation SlidesSlideTeam
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/2V0reNa
A Brief History Of Artificial Intelligence | Developing Text To Speech Recogn...Edureka!
** AI & Deep Learning with Tensorflow Training: https://www.edureka.co/ai-deep-learning-with-tensorflow **
This edureka tutorial on "History of Artificial Intelligence" will provide you with detailed information about the evolution of Artificial Intelligence. It will also show the various use cases of Artificial Intelligence in everyday life with an example.
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Learn the workings of using intelligent machines for your processes using content-ready Artificial Intelligence PowerPoint Presentation Slides. Processes like learning, reasoning, self-correction, etc. are executed by artificial intelligent machines. Incorporate ready-made artificial intelligence PPT presentation templates and maximize the chance of achieving the organizational goals. This deck comprises of templates such as artificial intelligence objectives, artificial intelligence components, artificial intelligence statistics, artificial intelligence & investment by sector, artificial intelligence in various sectors, core areas of artificial intelligence, artificial intelligence value chain elements, artificial intelligence development phases, artificial intelligence approaches, machine learning (pattern based), machine learning description, machine learning process, machine learning use cases, and more. These templates are customizable. Edit color, text, icon and font size as per your need. Grab easy-to-understand artificial intelligence PowerPoint presentation slideshow and perform tasks associated with intelligent beings. Find solutions to the business problems without human intervention. Provide better products and services with the help of AI PPT templates. Click the download button to perform difficult tasks with ease using ready-made artificial intelligence PowerPoint presentation slides. Our Artificial Intelligence Powerpoint Presentation Slides team will alert you about changing demands. Their eyes and ears are always open.
Artificial Intelligence in Project Management by Dr. Khaled A. HamdyAgile ME
Video recording of the Dr. Khaled's session can be found at https://youtu.be/TFNhvAXNU5E.
The presentation explores how Artificial Intelligence (AI) can be used in the Project Management field. The origins and history of AI are discussed followed by a brief simplified explanation of the theories behind its application. The actual utilization of AI tools in the Project Management domain is discussed covering diverse areas such as Engineering Design, Cost Estimating and Bidding, Planning and Scheduling, Risk Management, Performance Prediction as well as Project Monitoring and Control. The presentation concludes by a brief discussion about Data Management and Knowledge Engineering and how they are used today to simplify (or complicate) our lives.
This presentation looks at how AI works, how it is being used presently in Education and then outline some concerns about how AI might be used in education in the future.
I argue that AI has a much greater part to play in Education – particularly in making education more widely available in the developing world and in reducing the cost of education.
The talk then moves on to discuss general ethical concerns about how AI is being used in society, looking at the issue of how we program autonomous vehicles as a case in point. I then outline five areas of concern about the use (and potential abuse) of AI in education arguing that we need to have a much more informed debate before things go too far. With this in mind, I close with some suggestions for courses and reading that might help colleagues to become better informed about the subject.
Contains a detailed Slides on Artificial Intelligence.
What is artificial intelligence?
What are its uses?
advantages?
disadvantages?
Charasteristics?
examples?
functions
and other criterias.
Introduction to the ethics of machine learningDaniel Wilson
A brief introduction to the domain that is variously described as the ethics of machine learning, data science ethics, AI ethics and the ethics of big data. (Delivered as a guest lecture for COMPSCI 361 at the University of Auckland on May 29, 2019)
Artificial Intelligence - It's meaning, uses, past and future.
Artificial intelligence is intelligence demonstrated by machines, as opposed to the natural intelligence displayed by animals including humans
Artificial intelligence refers to the simulation of human intelligence in machines. The goals of artificial intelligence include learning, reasoning, and perception. AI is being used across different industries including finance and healthcare.
Introduction To Artificial Intelligence Powerpoint Presentation SlidesSlideTeam
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/2V0reNa
A Brief History Of Artificial Intelligence | Developing Text To Speech Recogn...Edureka!
** AI & Deep Learning with Tensorflow Training: https://www.edureka.co/ai-deep-learning-with-tensorflow **
This edureka tutorial on "History of Artificial Intelligence" will provide you with detailed information about the evolution of Artificial Intelligence. It will also show the various use cases of Artificial Intelligence in everyday life with an example.
Follow us to never miss an update in the future.
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Learn the workings of using intelligent machines for your processes using content-ready Artificial Intelligence PowerPoint Presentation Slides. Processes like learning, reasoning, self-correction, etc. are executed by artificial intelligent machines. Incorporate ready-made artificial intelligence PPT presentation templates and maximize the chance of achieving the organizational goals. This deck comprises of templates such as artificial intelligence objectives, artificial intelligence components, artificial intelligence statistics, artificial intelligence & investment by sector, artificial intelligence in various sectors, core areas of artificial intelligence, artificial intelligence value chain elements, artificial intelligence development phases, artificial intelligence approaches, machine learning (pattern based), machine learning description, machine learning process, machine learning use cases, and more. These templates are customizable. Edit color, text, icon and font size as per your need. Grab easy-to-understand artificial intelligence PowerPoint presentation slideshow and perform tasks associated with intelligent beings. Find solutions to the business problems without human intervention. Provide better products and services with the help of AI PPT templates. Click the download button to perform difficult tasks with ease using ready-made artificial intelligence PowerPoint presentation slides. Our Artificial Intelligence Powerpoint Presentation Slides team will alert you about changing demands. Their eyes and ears are always open.
Artificial Intelligence in Project Management by Dr. Khaled A. HamdyAgile ME
Video recording of the Dr. Khaled's session can be found at https://youtu.be/TFNhvAXNU5E.
The presentation explores how Artificial Intelligence (AI) can be used in the Project Management field. The origins and history of AI are discussed followed by a brief simplified explanation of the theories behind its application. The actual utilization of AI tools in the Project Management domain is discussed covering diverse areas such as Engineering Design, Cost Estimating and Bidding, Planning and Scheduling, Risk Management, Performance Prediction as well as Project Monitoring and Control. The presentation concludes by a brief discussion about Data Management and Knowledge Engineering and how they are used today to simplify (or complicate) our lives.
This presentation looks at how AI works, how it is being used presently in Education and then outline some concerns about how AI might be used in education in the future.
I argue that AI has a much greater part to play in Education – particularly in making education more widely available in the developing world and in reducing the cost of education.
The talk then moves on to discuss general ethical concerns about how AI is being used in society, looking at the issue of how we program autonomous vehicles as a case in point. I then outline five areas of concern about the use (and potential abuse) of AI in education arguing that we need to have a much more informed debate before things go too far. With this in mind, I close with some suggestions for courses and reading that might help colleagues to become better informed about the subject.
Contains a detailed Slides on Artificial Intelligence.
What is artificial intelligence?
What are its uses?
advantages?
disadvantages?
Charasteristics?
examples?
functions
and other criterias.
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The Age of Artificial Intelligence and the Reinvention of the Tax Function VasudhaSharma33
As a tax professional working in the industry, experts suggest AI will redefine your role, optimize productivity and open doors to more satisfying - and valuable - work.
Tax and accounting professionals are already seeing the benefit of new AI-driven opportunities. Routine tasks (such as invoicing) are increasingly automated. As well, real-time views of workflows thanks to cloud technology makes identifying productivity risks and spotlighting new opportunities easier than ever before.
Your role as a tax professional in industry is on the verge of transformation as well. AI might be a disruptive force, but its power can be harnessed to enhance the corporate tax function in new and innovative ways. With the help of advanced technologies, you’ll be able to more readily predict outcomes, identify and troubleshoot problems as they occur, and play a leading role in building strategies for growth. AI-based tools will lessen the burden of data management and analysis, and industry tax professionals will be empowered with deeper data-driven insights that help them steer the business forward with confidence and clarity.
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Intelligent technologies have the potential to play a transformative role in enabling public service agencies to meet their key challenges. Our research highlights specific objectives attached to intelligent technology adoption and suggests that meeting these is within agencies’ grasp.
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Accenture developed an economic model to understand how AI will impact the U.S. federal workforce, through automation and augmentation. Learn more: https://accntu.re/3hsRG8O
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Emerging City Report - Guatemala (2014)ResearchFox
This report helps analyze and disseminate information on global emerging cities. The report focuses on the demand and supply of talent both lateral and inexperienced/ freshers, availability of cost-effective infrastructure and other factors that make it a feasible and attractive option for organizations looking to expand and grow in this region and remain competitive.
The objective of this research is to conduct in-depth talent pool and location analysis of respected emerging city across identified technology functions which can provide a detailed view of this emerging location and opportunities for growth.
Jennifer Schaus and Associates hosts a complimentary webinar series on The FAR in 2024. Join the webinars on Wednesdays and Fridays at noon, eastern.
Recordings are on YouTube and the company website.
https://www.youtube.com/@jenniferschaus/videos
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https://serudsindia.org/how-individuals-can-support-street-children-in-india/
#donatefororphan, #donateforhomelesschildren, #childeducation, #ngochildeducation, #donateforeducation, #donationforchildeducation, #sponsorforpoorchild, #sponsororphanage #sponsororphanchild, #donation, #education, #charity, #educationforchild, #seruds, #kurnool, #joyhome
Jennifer Schaus and Associates hosts a complimentary webinar series on The FAR in 2024. Join the webinars on Wednesdays and Fridays at noon, eastern.
Recordings are on YouTube and the company website.
https://www.youtube.com/@jenniferschaus/videos
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1. NITA-U Budget Framework PaperPresentation at the
Workshop on Artificial
Intelligence
by
Dr. Fredrick E. Kitoogo (NITA-U)
4th July 2018
Improved Government Performance
through Artificial Intelligence (AI)
2. 2
1. Introduction
2. AI Complementing Govt
Work
3. Use Cases
4. Choices for Application of
AI
5. Strategic Realization & Way
Forward
6. Questions
Presentation Outline
3.
4. Government is the authority that sets rules for a society, helps
its members relate to one another and to others, and keeps it
running smoothly, securely, and peacefully.
Background
1. Human Capital
2. Information
3. Infrastructure
4. Financial
Resources
5. Planning
6. Performance
Measurement
5. A quick analysis of what government (MDA & LG) work day shows that the
most time-consuming task is documenting and recording information
(10% of the total time)
Government Work
Source: Deloitte analysis of Government Work Analysis
MDA
LG
7. A mechanism that introduces innovations in terms of
modernization, transformation, and professionalism for the
improvement of Public institutions and processes.
Public Sector Reform
Emphasis over Time
ImprovementinPerformance
Public Sector Reform in Uganda
Raise
awareness
for need for
change
Identify
Opportunities
Obtain
MDA/LG Buy-
in
Develop PSR
Program
Implement
Changes to
Achieve
Results
8.
9. AI is the simulation of human intelligence processes by machines,
especially Computer Systems. Includes: learning (acquisition of information
and rules for using the information), reasoning (using the rules to reach
approximate or definite conclusions) and self-correction.
What is Artificial Intelligence
10. Rule-
Based/
Expert
Systems
Speech
Recognition
Computer
Vision
Machine
Translation
Machine
Learning
Robotics
Natural
Language
Processing
Complex and difficult task of organizing and
understanding language in a human way (scan
websites for topical discussions, extract terms
and conditions from contracts, identification of
people and places, etc.)
Capture and use expert’s knowledge to
provide answers to tricky but routine
problems. (Judicial and medical decision
support, etc.)
Translates text or speech from
one language to another
(defence, intelligence,
international relations, domestic
applications, etc.)
Domains
Programming with data, computers
learn how to learn, mining info to
discover patterns in data to help
predict the future (traffic flow, crime
pattern, predictions and course of
action, etc.)
Transcribes human speech
automatically and accurately
(dictation, phone assistance,
etc.)
Ability to identify objects, scenes,
and activities in naturally
occurring images (medical and
agric images – disease, crime
scenes, license plates, etc.)
Creation and use of machines
to perform automated physical
functions (drones, robots –
disaster response, airport
handling, health care, etc.)
Practically, there is combined usage of the AI/Cognitive technologies to augment
human intelligence capabilities
11. The AI domains can be organized in three broad categories: Robotics
& Cognitive Automation, Cognitive Insights and Cognitive
engagement.
AI Government Improvement Categories
Problems Mitigated
Client
• Tedious appln
process
• Long wait times
• Language
barriers
Caseworker
• Boring repetitive
work
• Heavy
administrative
burden
• Prioritization
challenges
• Inconsistencies
• Speed
17. Enter Data Manually
Wrong Decisions
Collect Data Manually
CURRENT STATE: Analysing data for Decision Making.
1 2
6
Identify Data Sources
Manually
3Insights Creation
7
5
Ad-hoc Data Entry &
Aggregation & Analysis
4
17
Retype insights into a Word
Doc
18. Right Insights and Decisions
1 Continuous Sensing
and Data Collection
3
4
18
IDEAL STATE: Analysing Data for Decision Making.
2 Manual Data Entry is eliminated
Automatic Data Aggregation, Correlation,
Analysis, Predictions, etc.
19. Current STATE: Citizen Seeking Employment
Applicant delivers application
physically, by mail or email
Hiring Agency contracted
Citizen searches internet, news papers,
offices, and calls colleagues
Background checks conducted
1
6
3
4
7
Recruiting Organization manually
evaluates applications
No verification from NIRA
Bias
The applicant writes several
hundreds applications.2
5 Invitation of eligible applicants for
Interviews
19
Interviews Conducted and
assessed
8 9 Successful and unsuccessful
candidates notified
Complaints and petitions!!!!!
20. Ideal STATE: Citizen Seeking Employment
Applicant delivers application
physically, by mail or email
Hiring Agency contracted
Citizen logs onto a Website and
encounters an Interactive Virtual Assistant
Background checks conducted
1
6
3
4
7
Recruiting Organization
automatically shortlists &
Background Checks
No Bias
The applicant writes several
hundreds applications.2
5 Invitation of eligible applicants for
Interviews
20
Interviews Conducted and
assessed
8 9 Successful and unsuccessful
candidates notified
Happy applicants!!!!!
Jobs, CV, eligibility, Training, Salary,
Training, etc.
21.
22. Three V’s Framework
AI isn't the solution to all Government Challenges, each MDA/LG
Should evaluate the Business Case for each technology.
Value Condition Application Examples
Viable Low to moderate skill: some human
perception required to complete all or
part of a task
Forms processing, first-tier customer service, mail sorting
archives management
Tasks dealing with large datasets Investment advice, medical diagnosis, fraud monitoring
using ML
Rule-based tasks or expertise Scheduling, maintenance operations, complying with
Government Regulations
Valuable Highly skilled workers can focus on
higher value activities
Writing performance & budget reports, e-discovery,
driving/piloting, tabulating data
High labour costs Eligibility determination, answering customer queries,
security/threat detection
Scarce expertise: improved
performance requires AI
Medical diagnosis, aerial surveillance, crime prediction
Vital Industry-standard performance
requires AI
Online drivers license or passport renewal, cyber defence,
criminal investigations, weather predictions
Human labour insufficient to scale
task/service
Fraud detection, patent issuance & IPR protection, disaster
response, text mining
Large backlog: task requires AI Analysis of historical reports, autonomous vehicles and
drones, civic data, etc.
23. Business Impact Choices
AI implementation calls for the need to examine carefully the
business implications of various choices.
Automation Choice Cost Strategy Value Strategy
Replace: repetitive tasks
e.g. mail sorting,
Eliminate Worker Re-assign Worker
Relieve Eliminate routine tasks,
increase productivity,
reduce staff
Redeploy people to high-
value tasks, create more
value for customers
Split-up Breaking up jobs into
pieces and automate some
pieces
Workers are assigned to
specific tasks
Augment and extend Increase performance Increase workers
performance and use to
enhance their skills
24. Notwithstanding the significant potential benefits from
increased data sharing, there may be important risks and trade-offs
that any Government policy should consider to avoid harmful or
unintended consequences..
Potential Risks and Trade-offs
Work Morale
Ensure
mitigation of
embedded
Bias in some
AI tools
Flexibility in
Work Rules
and
collective
bargaining
25.
26. Government AI Strategy - What needs to
be done?
Not every task should be augmented by AI
Government should setup and AI Taskforce to identify common tasks that can be
augmented by AI. Specific teams in MDAs should analyse further specific tasks
that can be augmented by AI. Government could consider developing a
deliberate Government AI Guideline and Strategy to facilitate planned and
controlled implementation
27. Government AI Strategy - What needs to
be done?
MDA expertise in artificial intelligence could boost AI’s Potential.
MDAs shall need a robust AI Workforce to manage the growth and potential of
AI. These experts could serve as the repository of AI knowledge for Government
programs and could work directly of projects when specific expertize is lacking in
any MDA
Government could work with outside experts, especially Universities and
Innovation Hubs.
Universities and Innovation Hubs enormous experience, ongoing research,
development programs and projects. Government can capitalize on those skills
and work together with them to complement knowledge and skills