This document provides an introduction to economics, including its key concepts and the American economic system. It discusses that economics is the study of how people use limited resources to satisfy unlimited wants. It also covers the three basic economic questions of what, how, and for whom to produce. Additionally, it explains the characteristics of the American mixed economy, including limited government role, freedom of enterprise and choice, the profit incentive, private property rights, and competition.
How People Make Decisions
People Face Trade-offs
Rational People Think at the Margin
People Respond to Incentives
How People Interact
Trade Can Make Everyone Better off
Markets Are usually a Good Way to Organize Economic Activity
Government Can Sometimes Improve Market Outcomes
How the Economy as a Whole Works
A Country’s Standard of Living Depends on its Ability to Produce Goods and Services
Prices Rise When the Government Prints Too Much Money
Society Faces a Short-Run Trade-off between Inflation and Unemployment
How People Make Decisions
People Face Trade-offs
Rational People Think at the Margin
People Respond to Incentives
How People Interact
Trade Can Make Everyone Better off
Markets Are usually a Good Way to Organize Economic Activity
Government Can Sometimes Improve Market Outcomes
How the Economy as a Whole Works
A Country’s Standard of Living Depends on its Ability to Produce Goods and Services
Prices Rise When the Government Prints Too Much Money
Society Faces a Short-Run Trade-off between Inflation and Unemployment
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
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/
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.
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
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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/
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
2. What is Economics? Is the study of how people choose to use their limited resources to satisfy their unlimited wants Important Parts of Economics– CHOICES SCARCITY
3. Scarcity The fundamental problem all societies face… Scarcity is the condition that results because people have limited resources but unlimited wants Wants > Resources Task! Identify a scarce resource. EVERYTHING IS SCARCE!
4. Three Basic Economic Questions What to produce? How to produce? For whom to produce? 3 Q’s are answered in order to make decisions about the ways limited resources will be used.
5. Answering the 3 basic economic questions in a Market Economy [i.e., U.S.] What to produce? What should we devote our resources to? What do the consumers want? How to produce? What methods should be used in production? What is most efficient? For whom to produce? Who can afford the product?
6.
7. Good – a physical object (tangible) that has been produced for sale
11. Factors of Production LAND Also called Natural Resources Consider them “gifts of nature” such as air, soil, minerals, water, and plants LABOR Also called Human Resources Includes physical and mental activities that go into producing goods/services CAPITAL Includes tools, machines, buildings, and technologies ENTREPRENEUR Risk taker who is responsible for combining land, labor, and capital to produce goods and services Task! Why are entrepreneurs the driving force in our economy?
12. Economic Interdependence What does ‘interdependence’ mean? Is our world becoming economic interdependent or independent? Economic Interdependence: the actions of one part of the country (world) has an impact on what happens elsewhere
13. Circular Flow of Economic Activity Sell Goods & Services Buy Goods & Services Product Market Revenue Consumer Spending Circular Flowof EconomicActivity Individuals Households Business Firms Factor Payments Income Factor Market Buy Factors of Production to Make Stuff Sell Factors of Production Flow of Resources & Products Flow of Money
16. Product Market: Factor Market:where goods and services where the 4 factors ofare bought/sold production are bought/sold
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18. Making Choices to Deal With Scarcity People seek to maximize their utility when making decisions. This requires them to consider tradeoffs. Utility – the satisfaction of benefit a person receives from consuming a good or service Tradeoffs – the exchange of one benefit or advantage for another (alternate choices)
19. Examples… Some choices are easy to make… Hmm…Should I have pizza or a hoagie for lunch today? Other decisions are agonizing… Should I get out of bed and go to school today or should I sleep in? ALL TRADEOFFS HAVE ADVANTAGES!
20. Opportunity Cost When comparing the top 2 choices, it is the BENEFIT of the nextbestalternative that must be sacrificed to satisfy a want. Opportunity Cost – The best thing we give up to get what we want
21. Why it Matters Understanding the opportunity costs/tradeoffs of different choices in life makes you a better decision-maker! You always have to give something up…”There’s No Such Thing As a Free Lunch” Individuals, Businesses, & Societies incur tradeoffs when making decisions
23. Economic Systems An economic system is the way a society coordinates the production and consumption of goods & services. How a society answers the three basic economic questions determines which type of economic system they are! Three Types of Economic Systems: Command Traditional Market
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25. Review of Economic Systems A traditional economy relies on custom and tradition to dictate production and consumption In a command economy, decisions about production and consumption are made by a powerful ruler or central authority In a market economy, individual producers and consumers coordinate economic activity.
27. What type of economy is best? FREEDOM GOVERNMENT
28. The U.S. mixed economy In a mixed economy… Individuals: Own the factors of production Possess freedom to produce or consume Must operate under confines of law Government: Protects workers and consumers Regulates business and preserves competition Provide public goods/benefits
29. Circular Flow of Economic Activity – Mixed Economy Sell Goods & Services Buy Goods & Services Product Market Revenue Consumer Spending Individuals Households Business Firms Government Factor Payments Income Factor Market Buy Factors of Production to Make Stuff Sell Factors of Production Flow of Resources & Products Flow of Money
35. However, there are some government regulations such as…#2: Freedom of Enterprise
36. Consumers are free to buy what they want! The government may intervene when necessary though such as fixing prices. #3: Freedom of Choice DQ: Why do buyers control the marketplace?
37. The desire to work harder and/or creating new businesses and products to seek profits We get to keep our rewards!!! Ex. Overtime pay or patents Profit- $ left after all costs have been paid #4: Profit Incentive
38. #5: Private Property Property can be owned by individuals, not just the government. A Few Examples: Houses, land, cars, clothing, or intellectual property. You can own anything you can afford!! DQ: Can the government take away property?
39. #6 Competition Competition is the rivalry among businesses to win more business and make more profits The benefits of competition include: Higher levels of productivity Better quality products More products available LOWER PRICES!!!
Editor's Notes
ECONOMIC DECISIONS MUST BE MADE IN ORDER FOR SOCIETY TO HAVE EFFICIENT PRODUCTION AND DISTRIBUTION OF GOODS/SERVICESSociety must choose based on its needs. (make sure there is a demand)Society must choose based on its resources. (especially technology access)Society must choose based on its population and other available markets. (ability to pay to distribute or everyone equally?)How might the economic decisions of a mountainous island society differ from those of a mountainous landlocked society?Produce more military equipment or housing?More equipment used or workers?Who gets products (professionals, gov’t employees)
Economic products include goods and services since both are produced
HOW AN ECONOMY WORKSHouseholds (assumed to own factors of production) sell resources to businesses & businesses pay for resources they buy from households (a business pays a worker a day’s wage)Businesses sell goods & services to households & households pay for goods and services they buy from businesses (a consumer buys a sofa from a furniture company)Factor markets (firms make factor payments)- Entrepreneurs hire labor for wages & salaries, land is provided for rent, & money is loaned by the people or investedProduct markets - When individuals receive income they spend it on goods & services offered for saleProduct markets - Businesses receive money from selling goods & services to individualsFactor Markets-This money pays for land, labor, & capital bought in these markets, then use this to produce more goods/services
Everyone cannot have everything they want! Therefore, who decides who gets what? Our choices, based upon utility help to decide!
There may be numerous tradeoffs to a decision, there is only one opportunity cost! (the cost of our decision)
Ex. Entrepreneur who uses a building to sell car insuranceEx. Homeowner purchases new carpetEx. Government provides universal healthcare to its citizensBecause limited resources, businesses could buy something else or consumer could have used time to do something elseBECAUSE THERE ARE ALWAYS ALTERNATIVE USES FOR LIMITED RESOURCES, EVERY ECONOMIC DECISION HAS AN OPPORTUNITY COSTAs consumers, must realize the “cost” of buying an item is not really the price, rather it is the most valued item that cannot be boughtAs producers, the opportunity cost is the next most valuable good or service that is not produced as a result of the decision to produce something elseWhy It Matters TodaySometimes opportunity costs can vastly exceed the sticker price of an item. Imagine you scored a ticket to the Super Bowl. You paid $200 for your ticket, a stretch for your budget but worth it for a once-in-a-lifetime opportunity. You sit down in your seat next to some schmuck who admits he paid $5000 to a scalper for his ticket. Five grand! That's madness.But hold on. Your ticket just cost you five grand, too, even though only $200 in cash ever left your wallet. How's that work? Well, if the schmuck next to you was willing to buy a seat for $5000, then you could have sold yours at that price, too. The opportunity cost of you using your ticket is the five grand you didn't make by scalping it. Hope it was a good game!Trade-offs create opportunity costs, one of the most important concepts in economics. Whenever you make a trade-off, the thing that you do not choose is your opportunity cost. To butcher the poet Robert Frost, opportunity cost is the path not taken (and that makes all the difference). You bought that bike? Then the snowboard was your opportunity cost. Decided to work on the Fourth of July? Your opportunity cost was a relaxing day hanging out with the fam at the BBQ.Everything has opportunity costs. If you just bought something, you could have always chosen to buy something else instead. If you just chose to spend your time in a particular way, you could have always done something else. "Something else" is your opportunity cost.
Protector – 40 hour work week, sensible working conditions, health benefits, agencies like FDA regulates medicine & food to protect consumerRegulator – Sherman Anti-Trust Act of 1890 prevents monopolies (wants to preserve competition), regulates SS/welfare/unemployment (these protect people too!)
HOW AN ECONOMY WORKSHouseholds (assumed to own factors of production) sell resources to businesses & businesses pay for resources they buy from households (a business pays a worker a day’s wage)Businesses sell goods & services to households & households pay for goods and services they buy from businesses (a consumer buys a sofa from a furniture company)Factor markets (firms make factor payments)- Entrepreneurs hire labor for wages & salaries, land is provided for rent, & money is loaned by the people or investedProduct markets - When individuals receive income they spend it on goods & services offered for saleProduct markets - Businesses receive money from selling goods & services to individualsFactor Markets-This money pays for land, labor, & capital bought in these markets, then use this to produce more goods/services
Zoning laws, child labor laws, waste disposal, minimum wage, random inspections, etc.