+++++ thank you for covering this information at home. Pls don’t forget to bring your q/s and ideas to class +++++
Why we are here today? We need to look deeper in the current 21stcentury state of information and disinformation and determine how such awareness can help policy analysis. How do we make up our mind about news and information; where from we get our info; who do we believe, who do we mistrust.
how do these three items assist a better analysis of policies?
Class assignment:
Share a topic which is very much to your heart.
Please feel welcome to use the following resources and/or contribute with your own resources to determine the sources and potential bias
Feel free also to use the following guidelines when establishing the veracity of information:
Here is a short (4 min) video introducing you to the well-known basics for evaluation of academic literature: https://youtu.be/qUd_gf2ypk4
ACCURACY
Does the author cite reliable sources?
How does the information compare with that in other works on the topic?
Can you determine if the information has gone through peer-review?
Are there factual, spelling, typographical, or grammatical errors?
AUDIENCE
Who do you think the authors are trying to reach?
Is the language, vocabulary, style and tone appropriate for intended audience?
What are the audience demographics? (age, educational level, etc.)
Are the authors targeting a particular group or segment of society?
AUTHORITY
Who wrote the information found in the article or on the site?
What are the author’s credentials/qualifications for this particular topic?
Is the author affiliated with a particular organization or institution?
What does that affiliation suggest about the author?
CURRENCY
Is the content current?
Does the date of the information directly affect the accuracy or usefulness of the information?
OBJECTIVITY/BIAS
What is the author’s or website’s point of view?
Is the point of view subtle or explicit?
Is the information presented as fact or opinion?
If opinion, is the opinion supported by credible data or informed argument?
Is the information one-sided?
Are alternate views represented?
Does the point of view affect how you view the information?
PURPOSE
What is the author’s purpose or objective, to explain, provide new information or news, entertain, persuade or sell?
Does the purpose affect how you view the information presented?
In 2021, however, all suggestions above may not be sufficient to distinguish a reliable source of information, even if the article made it through the peer-reviewed process. In time, you should learn to evaluate the research methods of the authors and decide if they are reliable. Same applies for the research findings and conclusions.
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Aditional topics and ideas for exploring at home:
civil disobedience
Narrow AI is what we see all around us in computers today — intelligent systems that have been taught or have learned how to carry out specific tasks without being explicitly programmed how to do so.
General AI
General AI is very different and is the type of adaptable intellect found in humans, a flexible form of intelligence capable of learning how to carry out vastly different tasks, anything from haircutting to building spreadsheets or reasoning about a wide variety of topics based on its accumulated experience.
What can Narrow AI do?
There are a vast number of emerging applications for narrow AI:
Interpreting video feeds from drones carrying out visual inspections of infrastructure such as oil pipelines.
Organizing personal and business calendars.
Responding to simple customer-service queries.
Coordinating with other intelligent systems to carry out tasks like booking a hotel at a suitable time and location.
Flagging inappropriate content online, detecting wear and tear in elevators from data gathered by IoT devices.
Generating a 3D model of the world from satellite imagery… the list goes on and on.
What can General AI do?
A survey conducted among four groups of experts in 2012/13 by AI researchers Vincent C Müller and philosopher Nick Bostrom reported a 50% chance that Artificial General Intelligence (AGI) would be developed between 2040 and 2050, rising to 90% by 2075.
What is machine learning?
What are neural networks?
What are other types of AI?
Another area of AI research is evolutionary computation.
What is fueling the resurgence in AI?
What are the elements of machine learning?
As mentioned, machine learning is a subset of AI and is generally split into two main categories: supervised and unsupervised learning.
Supervised learning
Unsupervised learning
Which are the leading firms in AI?
Which AI services are available?
All of the major cloud platforms — Amazon Web Services, Microsoft Azure and Google Cloud Platform — provide access to GPU arrays for training and running machine-learning models, with Google also gearing up to let users use its Tensor Processing Units — custom chips whose design is optimized for training and running machine-learning models.
Which countries are leading the way in AI?
It’d be a big mistake to think the US tech giants have the field of AI sewn up. Chinese firms Alibaba, Baidu, and Lenovo, invest heavily in AI in fields ranging from e-commerce to autonomous driving. As a country, China is pursuing a three-step plan to turn AI into a core industry for the country, one that will be worth 150 billion yuan ($22bn) by the end of 2020 to become the world’s leading AI power by 2030.
How can I get started with AI?
While you could buy a moderately powerful Nvidia GPU for your PC — somewhere around the Nvidia GeForce RTX 2060 or faster — and start training a machine-learning model, probably the easiest way to experiment with AI-related services is via the cloud.
It requires that companies become what we call digital masters. Digital masters cultivate two capabilities: digital capability, which enables them to use innovative technologies to improve elements of the business, and leadership capability, which enables them to envision and drive organizational change in systematic and profitable ways. Together, these two capabilities allow a company to transform digital technology into business advantage.
We found that the elements of leadership capability have endured, but new elements of digital capability have come to the fore.
While strong leadership capability is even more essential than ever, its core elements — vision, engagement, and governance — are not fundamentally changed, though they are informed by recent innovations. The elements of digital capability, on the other hand, have been more profoundly altered by the rapid technological advances of recent years.
Experience design: Customer experience has become the ultimate battleground for many companies and brands.
Customer intelligence: Integrating customer data across silos and understanding customer behavior
Emotional engagement: Emotional connections with customers are as essential as technology in creating compelling customer experiences.
As ever, well-managed operations are essential to converting revenue into profit, but now we’re seeing a shift in the focus of digital transformation in this arena.
Core process automation: Amazon’s distribution centers deliver inventory to workers rather than sending workers to collect inventory. Rio Tinto, an Australian mining company, uses autonomous trucks, trains, and drilling machinery so that it can shift workers to less dangerous tasks, leading to higher productivity and better safety.
Connected and dynamic operations: Thanks to the growing availability of cheap sensors, cloud infrastructure, and machine learning, concepts such as Industry 4.0, digital threads, and digital twins have become a reality. Digital threads connecting machines, models, and processes provide a single source of truth to manage, optimize, and enhance processes from requirements definition through maintenance.
Data-driven decision-making: from backward-looking reports to real-time data. Now, connected devices, new machine learning algorithms, smarter experimentation, and plentiful data enable more-informed decisions.
Transforming Employee Experience
Augmentation: Warnings that robots will replace humans have given way to a more nuanced and productive discussion.
Workers in Huntington Ingalls Industries’ shipyard use augmented reality to help build giant complex vessels such as aircraft carriers and submarines. They can “see” where to route wires or pipes or what is behind a wall before they start drilling into it.
Future-readying: providing employees with the skills they need to keep up with the pace of change. In the past few years, this has given rise to new models of managing learning and development in organizations, led by a new kind of chief learning officer, whom we call the transformer CLO
Flexforcing: To respond to fast-paced digital opportunities and threats, companies also need to build agility into their talent sourcing systems. As automation and AI applications take over tasks once performed by humans, some companies are multiskilling employees to make the organization more agile.
Transforming Business Models
three elements supporting business model transformation: digital enhancements, information-based service extensions, and multisided platforms.
AI is being used to monitor students and their work. The most prominent uses of AI in higher education are attached to applications designed to protect or preserve academic integrity through the use of plagiarism-detection software (60%) and proctoring applications (42%) (see figure 1).
The chatbots are coming! A sizable percentage (36%) of respondents reported that chatbots and digital assistants are in use at least somewhat on their campuses, with another 17% reporting that their institutions are in the planning, piloting, and initial stages of use (see figure 2). The use of chatbots in higher education by admissions, student affairs, career services, and other student success and support units is not entirely new, but the pandemic has likely contributed to an increase in their use as they help students get efficient, relevant, and correct answers to their questions without long waits.Footnote10 Chatbots may also liberate staff from repeatedly responding to the same questions and reduce errors by deploying updates immediately and universally.
AI is being used for student success tools such as identifying students who are at-risk academically (22%) and sending early academic warnings (16%); another 14% reported that their institutions are in the stage of planning, piloting, and initial usage of AI for these tasks.
Nearly three-quarters of respondents said that ineffective data management and integration (72%) and insufficient technical expertise (71%) present at least a moderate challenge to AI implementation. Financial concerns (67%) and immature data governance (66%) also pose challenges. Insufficient leadership support (56%) is a foundational challenge that is related to each of the previous listed challenges in this group.
Current use of AI
Chatbots for informational and technical support, HR benefits questions, parking questions, service desk questions, and student tutoring
Research applications, conducting systematic reviews and meta-analyses, and data science research (my italics)
Library services (my italics)
Recruitment of prospective students
Providing individual instructional material pathways, assessment feedback, and adaptive learning software
Proctoring and plagiarism detection
Student engagement support and nudging, monitoring well-being, and predicting likelihood of disengaging the institution
according to Pew Research Center, 68 percent of American adults get their news from social media—platforms where opinion is often presented as fact.
results of the international test revealed that only 14 percent of U.S. students were able to reliably distinguish between fact and opinion.
News and Media Literacy (and the lack of) is not very different from Information Literacy
An “information literate” student is able to “locate, evaluate, and effectively use information from diverse sources.” See more About Information Literacy.
How does information literacy help me?
Every day we have questions that need answers. Where do we go? Whom can we trust? How can we find information to help ourselves? How can we help our family and friends? How can we learn about the world and be a better citizen? How can we make our voice heard?
Standard 1. The information literate student determines the nature and extent of the information needed
Standard 2. The information literate student accesses needed information effectively and efficiently
Standard 3. The information literate student evaluates information and its sources critically and incorporates selected information into his or her knowledge base and value system
Standard 4. The information literate student, individually or as a member of a group, uses information effectively to accomplish a specific purpose
Standard 5. The information literate student understands many of the economic, legal, and social issues surrounding the use of information and accesses and uses information ethically and legally
Project Information Literacy
A national, longitudinal research study based in the University of Washington’s iSchool, compiling data on college students habits to seek and use information.
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Developing Your Research Topic/Question
Research always starts with a question. But the success of your research also depends on how you formulate that question. If your topic is too broad or too narrow, you may have trouble finding information when you search. When developing your question/topic, consider the following:
Research always starts with a question. But the success of your research also depends on how you formulate that question. If your topic is too broad or too narrow, you may have trouble finding information when you search. When developing your question/topic, consider the following:
Is my question one that is likely to have been researched and for which data have been published? Believe it or not, not every topic has been researched and/or published in the literature.
Be flexible. Consider broadening or narrowing the topic if you are getting a limited number or an overwhelming number of results when you search. In nursing it can be helpful to narrow by thinking about a specific population (gender, age, disease or condition, etc.), intervention, or outcome.
Discuss your topic with your professor and be willing to alter your topic according to the guidance you receive.
Getting Ready for Research
Library Resources vs. the Internet
How (where from) do you receive information about your professional interests?
Advantages/disadvantages of using Web Resources
Why Keyword Searching?
Why not just type in a phrase or sentence like you do in Google or Yahoo!?
Because most electronic databases store and retrieve information differently than Internet search engines.
A databases searches fields within a collection of records. These fields include the information commonly found in a citation plus an abstract (if available) and subject headings. Search engines search web content which is typically the full text of sources.
The bottom line: you get better results in a database by using effective keyword search strategies.
To develop an effective search strategy, you need to:
determine the key concepts in your topic and
develop a good list of keyword synonyms.
Why use synonyms?
Because there is more than one way to express a concept or idea. You don’t know if the article you’re looking for uses the same expression for a key concept that you are using.
Consider: Will an author use:
Hypertension or High Blood Pressure?
Teach or Instruct?
Therapy or Treatment?
Don’t get “keyword lock!” Be willing to try a different term as a keyword. If you are having trouble thinking of synonyms, check a thesaurus, dictionary, or reference book for ideas.
Keyword worksheet
Library Resources
How to find the SCSU Library Website
SCSU online databases
SCSU Library Web page
Basic Research Skills
Locating and Defining a Database
Database Searching Overview:
You can search using the SCSU library online dbases by choosing:
Simple search
Advanced search
Identifying a Scholarly Source
Boolean operators
Databases:
CINAHL, MEDLINE, PubMed, Health Source: Consumer Edition, Health Source: Nursing/Academic Edition
Psychology:
PsychINFO
General Science
ScienceDirect
Arts & Humanities Citation Index
How do you evaluate a source of information to determine if it is appropriate for academic/scholarly use. There is no set “checklist” to complete but below are some criteria to consider when you are evaluating a source.
ACCURACY
Does the author cite reliable sources?
How does the information compare with that in other works on the topic?
Can you determine if the information has gone through peer-review?
Are there factual, spelling, typographical, or grammatical errors?
AUDIENCE
Who do you think the authors are trying to reach?
Is the language, vocabulary, style and tone appropriate for intended audience?
What are the audience demographics? (age, educational level, etc.)
Are the authors targeting a particular group or segment of society?
AUTHORITY
Who wrote the information found in the article or on the site?
What are the author’s credentials/qualifications for this particular topic?
Is the author affiliated with a particular organization or institution?
What does that affiliation suggest about the author?
CURRENCY
Is the content current?
Does the date of the information directly affect the accuracy or usefulness of the information?
OBJECTIVITY/BIAS
What is the author’s or website’s point of view?
Is the point of view subtle or explicit?
Is the information presented as fact or opinion?
If opinion, is the opinion supported by credible data or informed argument?
Is the information one-sided?
Are alternate views represented?
Does the point of view affect how you view the information?
PURPOSE
What is the author’s purpose or objective, to explain, provide new information or news, entertain, persuade or sell?
Does the purpose affect how you view the information presented?
Information Media and Digital Literacy for GLST 195:Global Society & Citizenship
Instructor: Prof. Chuks Ugochukwu Per Syllabus:
COURSE LEARNING OUTCOMES: The course meets Liberal Education Program (LEP), Goal Area 8: Global Perspective; and Goal Area 9: Ethical and Civic Responsibility objectives Goal Area 8: Global Perspective. Objective: Develop a comparative perspective and understanding of one’s place in a global context.
Students will be able to:
Describe and analyze political, economic, and cultural elements which influence relations of states and societies in their historical and contemporary dimensions.
Demonstrate knowledge of cultural, social, religious and linguistic differences.
Analyze specific international problems, illustrating the cultural,economic, and political differences that affect their solution.
Understand the role of a world citizen and the responsibility world citizens share for their common global future.
Goal Area 9: Ethical and Civic Responsibility Objective: Understand and evaluate ethical or civic issues and theories and participate in active citizenship or ethical judgment
OUR HUSKY COMPACT
Our Husky Compact is a bond shared by St. Cloud State University and its students that a SCSU education will prepare students for a life of growth and fulfillment – intellectually, professionally, and personally. When students graduate with an SCSU education, they will:
Think Creatively and Critically
Seek and Apply Knowledge
Communicate Effectively
Integrate Existing and Evolving Technologies
Engage as a Member of a Diverse and Multicultural World
Act with Personal Integrity and Civic Responsibility
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Week ???: Information – Media and Digital Literacy
Mini-Assignment: After reading the information from the links above, take a minute to write out your own definition of 1. Fake News 2. Alternative Facts
Mini-Assignment: After reading the information from the links above, take a minute to write out your own definition of 1. Misinformation 2. Disinformation. What are their main characteristics? How do they differ?
Propaganda
Mini-Assignment: What is Propaganda? How do misinformation, disinformation, fake news and alternative facts fit into the process of propaganda?
Mini-Assignment: Using the information from the links above, can you establish the connection between conspiracy theories, propaganda, mis- and disinformation, fake news, alternative news and social media?
Mini-Assignment: using the info from the links above and/or information you have collected, can you define the role of bots and trolls in social media in regard to propaganda and conspiracy theories?
Mini-Assignment:: based on your own information and experience, as well as the information offered in the links, can you define your own resistance to clickbaits?
In a short paragraph, identify the issues you see as important to address in order to improve your own news literacy. time to accomplish the assignment: ~45 min (including listening to the podcast).
Why is it important to understand these processes?
Assignment: why is it important:
In a short paragraph, share your initial feeling about Fake News / Misinformation / Disinformation. 1. Do you think, it is important at all? 2. If yes, why; if not, why. 3. If yes, what is the importance, the impact? time to accomplish the assignment: ~5-10 min
How to deal with these processes
how do we apply hands-on critical thinking to withstand these processes?
Similarly to the assessment of popular information sources, academia requires vigorous vetting if the sources you will be using for your academic work. In the 21st century, your ability to find information in peer-reviewed journals might not be sufficient to assure accurate and reliable use of information from those resources for your research and writing. After your selection of peer-reviewed literature, you must be able to evaluate and determine the veracity and reliability of those sources. How do you evaluate a source of information to determine if it is appropriate for academic/scholarly use. There is no set “checklist” to complete but below are some criteria to consider when you are evaluating a source.
Here is a short (4 min) video introducing you to the well-known basics for evaluation of academic literature: https://youtu.be/qUd_gf2ypk4
ACCURACY
Does the author cite reliable sources?
How does the information compare with that in other works on the topic?
Can you determine if the information has gone through peer-review?
Are there factual, spelling, typographical, or grammatical errors?
AUDIENCE
Who do you think the authors are trying to reach?
Is the language, vocabulary, style and tone appropriate for intended audience?
What are the audience demographics? (age, educational level, etc.)
Are the authors targeting a particular group or segment of society?
AUTHORITY
Who wrote the information found in the article or on the site?
What are the author’s credentials/qualifications for this particular topic?
Is the author affiliated with a particular organization or institution?
What does that affiliation suggest about the author?
CURRENCY
Is the content current?
Does the date of the information directly affect the accuracy or usefulness of the information?
OBJECTIVITY/BIAS
What is the author’s or website’s point of view?
Is the point of view subtle or explicit?
Is the information presented as fact or opinion?
If opinion, is the opinion supported by credible data or informed argument?
Is the information one-sided?
Are alternate views represented?
Does the point of view affect how you view the information?
PURPOSE
What is the author’s purpose or objective, to explain, provide new information or news, entertain, persuade or sell?
Does the purpose affect how you view the information presented?
In 2021, however, all suggestions above may not be sufficient to distinguish a reliable source of information, even if the article made it through the peer-reviewed process. In time, you should learn to evaluate the research methods of the authors and decide if they are reliable. Same applies for the research findings and conclusions.
Assignment: seeking reliable information
From your syllabus weekly themes: 1. Food; 2. Health; 3. Energy; 4. Environment; 5. Security, chose a topic of your interest.
For example: Food: raising cattle for food contributes to climate changes, because of the methane gas, or Health: COVID is the same (or not the same) as the flu; or Energy: Fossil energy is bad (or good) for the environment; etc.
Please consult with me (email me for a zoom appointment: pmiltenoff@stcloudstate.edu), if you need to discuss the choice and narrowing down of the topic.
Once you decide on the topic, do the research by collecting four sources of information:
The first couple of sources will be from popular media, whereas each of the two articles will be having an opposite approach, arguments and understanding of the issue. For example, one article will claim fossil energy is bad for the environment and the other one will argue fossil fuel has insignificant impact on climate change. You must be able to evaluate the veracity and the leaning of each source. The source can be a newspaper or magazine article, video (TV or Social Media), audio (podcasts, TV, etc.), presentations (PowerPoint, SlideShare, etc.).
Having troubles finding opposing resources? Feel welcome to search for your topic among these news outlets on the conservative side: https://www.conservapedia.com/Top_Conservative_news_websites
and the https://aelieve.com/rankings/websites/category/news-media/top-liberal-websites/
In the same fashion, you will evaluate the second couple of sources from peer-reviewed journals. Each source will have different approach, argument and understanding of the issue and you must evaluate the robustness of the research method.
time to accomplish the assignment: ~30 min
Module 2 (video to introduce students to the readings and expected tasks)
Digital Citizenship, Global Citizenship and Multiculturalism
Assignment:
Global Citizenship and Multiculturalism and Information and Media Literacy
Study the following tweet feed https://blog.stcloudstate.edu/ims/2021/02/18/facebook-google-australia/
If the information from the tweet feed is insufficient, research the issue by seeking reliable sources. (In a short paragraph defend your choice of reliable sources).
What do you see as more important issue: the Facebook stance that it can be a subject of Australian law or the Australian government stance that Facebook is interfering in Australian life with its news delivery? Is Facebook a news outlet or a platform for news outlets? Does Facebook need to be regulated? By who; each country do have to regulate Facebook or Facebook needs to be regulated globally?
time to accomplish the assignment: ~30 min
Module 3 (video to introduce students to the readings and expected tasks)
Bagchi, M. (2020). Conceptualising a Library Chatbot using Open Source Conversational AI. DESIDOC Journal of Library & Information Technology, 40, 329–333. https://doi.org/10.14429/djlit.40.6.1561
he two highest-ranked spots went to skills that didn’t appear at all on WEF’s previous list: 1) analytical thinking and innovation, and 2) active learning and learning strategies. Another skill cluster that didn’t make the previous list debuted at No. 5 — resilience, stress tolerance, and flexibility.
“The pace of technology adoption is expected to remain unabated and may accelerate in some areas,” including the use of robots and artificial intelligence, the report said. Most businesses — 84 percent — plan to accelerate the digitalization of work processes and the use of digital tools, such as video conferencing,
People who behaved in accordance with them—for example, by staying away from the overgrown pond bank where someone said there was a viper—were more likely to survive than those who did not.
Compounding the problem is the proliferation of online information. Viewing and producing blogs, videos, tweets and other units of information called memes has become so cheap and easy that the information marketplace is inundated. My note: folksonomy in its worst.
At the University of Warwick in England and at Indiana University Bloomington’s Observatory on Social Media (OSoMe, pronounced “awesome”), our teams are using cognitive experiments, simulations, data mining and artificial intelligence to comprehend the cognitive vulnerabilities of social media users. developing analytical and machine-learning aids to fight social media manipulation.
As Nobel Prize–winning economist and psychologist Herbert A. Simon noted, “What information consumes is rather obvious: it consumes the attention of its recipients.”
attention economy
Our models revealed that even when we want to see and share high-quality information, our inability to view everything in our news feeds inevitably leads us to share things that are partly or completely untrue.
Frederic Bartlett
Cognitive biases greatly worsen the problem.
We now know that our minds do this all the time: they adjust our understanding of new information so that it fits in with what we already know. One consequence of this so-called confirmation bias is that people often seek out, recall and understand information that best confirms what they already believe.
This tendency is extremely difficult to correct.
Making matters worse, search engines and social media platforms provide personalized recommendations based on the vast amounts of data they have about users’ past preferences.
pollution by bots
Social Herding
social groups create a pressure toward conformity so powerful that it can overcome individual preferences, and by amplifying random early differences, it can cause segregated groups to diverge to extremes.
Social media follows a similar dynamic. We confuse popularity with quality and end up copying the behavior we observe.
information is transmitted via “complex contagion”: when we are repeatedly exposed to an idea, typically from many sources, we are more likely to adopt and reshare it.
In addition to showing us items that conform with our views, social media platforms such as Facebook, Twitter, YouTube and Instagram place popular content at the top of our screens and show us how many people have liked and shared something.Few of us realize that these cues do not provide independent assessments of quality.
programmers who design the algorithms for ranking memes on social media assume that the “wisdom of crowds” will quickly identify high-quality items; they use popularity as a proxy for quality. My note: again, ill-conceived folksonomy.
Echo Chambers
the political echo chambers on Twitter are so extreme that individual users’ political leanings can be predicted with high accuracy: you have the same opinions as the majority of your connections. This chambered structure efficiently spreads information within a community while insulating that community from other groups.
socially shared information not only bolsters our biases but also becomes more resilient to correction.
machine-learning algorithms to detect social bots. One of these, Botometer, is a public tool that extracts 1,200 features from a given Twitter account to characterize its profile, friends, social network structure, temporal activity patterns, language and other features. The program compares these characteristics with those of tens of thousands of previously identified bots to give the Twitter account a score for its likely use of automation.
Some manipulators play both sides of a divide through separate fake news sites and bots, driving political polarization or monetization by ads.
recently uncovered a network of inauthentic accounts on Twitter that were all coordinated by the same entity. Some pretended to be pro-Trump supporters of the Make America Great Again campaign, whereas others posed as Trump “resisters”; all asked for political donations.
a mobile app called Fakey that helps users learn how to spot misinformation. The game simulates a social media news feed, showing actual articles from low- and high-credibility sources. Users must decide what they can or should not share and what to fact-check. Analysis of data from Fakey confirms the prevalence of online social herding: users are more likely to share low-credibility articles when they believe that many other people have shared them.
Hoaxy, shows how any extant meme spreads through Twitter. In this visualization, nodes represent actual Twitter accounts, and links depict how retweets, quotes, mentions and replies propagate the meme from account to account.
Free communication is not free. By decreasing the cost of information, we have decreased its value and invited its adulteration.
