| Debunking, verification, and fact checking are often used interchangeably, sometimes causing confusion, but there are differences. Debunking is literally the act of exposing the falseness of a claim. From this point of view, while verification and fact checking is the process we use to inspect the accuracy of an information, debunking is like the final act. We might find an information to be true after fact checking it and then of course we can’t debunk it. Generally, when it comes to media literacy and critical thinking, one of the first practical tools against misinformation is fact checking and researching the same information from different sources. Its impact however is still subject to investigation. Apart from the studies supporting the necessity of fact checking, another argument beside it is that it is still a better option than regulating the rights of free speech. And as we arrive at the topic of free speech the discourse becomes really heated and politicised. While we can observe that traditionally the whole political spectrum agrees that misinformation and fake news are a real problem which had to be treated, none of them found a better solution which is acceptable for every party than fact checking. Below you will find a list of training activities you can implement with your class/young people with the purpose of gaining knowledge and abilities dealing with various aspects related to conspiracy theories. |
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What is a conspiracy theory?

The information bubble

Why do we believe in conspiracy theories?

Fact checking

What is critical thinking?

How to escape the rabbit hole?
Activity 2 - Who wrote this?
As Ai models they develop it gets even harder to notice little signals that might expose the truth. This activity aims to provide a grip for participants so they can question the validity of controversial content. While it is an ever changing topic to know the basics can never hurt.
Description
This exercise aims to practice critical reading to detect signs that a given text might be written of an AI model.
Learning Outcomes
After completing this activity, learners will
- Understand the importance of source verification
- Be able to handle new technology properly for their own benefit
- Know more about the challenges, dangers and possibilities of Ai written media
- Be able to discover patterns that can indicate whether a text is written by AI
- Be able to use detection softwares that can identify synthetic content.
Materials needed for implementation
- A tablet(s) or a laptop(s) for every participant
- Who wrote this? - template
- Post-it notes
- Pens
- Internet access
- Flipchart
Time required
45 min.
Minimum / Maximum group size
2 - 20
Level
Intermediate (It is recommended to have former knowledge about the topic)
The trainer should be familiar with Chapter 4 of the E-Book for youth workers on critical thinking and other materials that can be found below.
The trainer should be familiar with Chapter 4 of the E-Book for youth workers on critical thinking and other materials that can be found below.
Introduction
Explain to the learners that this activity will not resolve all their problems and will not make them experts in detecting AI-generated content but it can show them key details worth paying attention to in the future, so they will not be misled by AI-generated content. When ChatGPT became available for the public many newspapers and blogs started to experiment with the program just to see how well it performs in real life scenarios and if people can detect non-human written content? While the program sometimes commits mistakes its productivity is astonishing and can free up lots of time for writers. But it needs revision. A perfect solution could be that content creators proclaim if their content was partly or entirely written by AI. For now it is just a utopia, thus we have to educate ourselves. AI is already deceiving us; according to Cornell University researchers, about 66% of the time, people perceive fake news articles generated by GPT-2 as credible. There is AI-detecting software but it is not entirely consistent. When greater amount of text is available detection can be easier, typos, commas might be signs that the content is human written, also predictable text with standard length sentences and recurrent wording might be signals that the content is AI-written. The whole problem lies within the speed of the process. The velocity of development in this sector means that every way to spot AI-generated text becomes outdated very quickly.
Show the group the following video (in English, auto-generated captions are available for other languages:
(00:00 - 07:33)
10 min
Show the group the following video (in English, auto-generated captions are available for other languages:
10 min
Activity description
1. Create a media literacy activity that combines traditional media analysis with AI-generated content. Provide participants with a mix of AI-generated and human-written articles, preferably about the same topics. Every group should have two articles or blog posts, one “organic” text and an Ai generated copy.
Prepare these before the activity.
Use the template provided.
10 min
2. In small groups, instruct learners to analyze and compare the two types of articles, focusing on factors such as credibility, accuracy, biases, punctuation, grammar, style.
15 min
3. Encourage discussions on the challenges of distinguishing AI-generated content from human-written content with the entire group.
5 min
4. If there is still time: As a possible second part of the activity, invite the learners to generate news articles with Ai, so they can have a “hands-on” experience and understand why more and more companies integrate the technology in their businesses.
5 min
Prepare these before the activity.
Use the template provided.
10 min
2. In small groups, instruct learners to analyze and compare the two types of articles, focusing on factors such as credibility, accuracy, biases, punctuation, grammar, style.
15 min
3. Encourage discussions on the challenges of distinguishing AI-generated content from human-written content with the entire group.
5 min
4. If there is still time: As a possible second part of the activity, invite the learners to generate news articles with Ai, so they can have a “hands-on” experience and understand why more and more companies integrate the technology in their businesses.
5 min
Debriefing
On post-it notes learners write down what differences one can notice between a human written and an Ai written text, what are the main points that are worth paying attention to? Discuss why it is problematic that we can not decide whether a text is written by an algorithm or a human (the question of accountability, responsibility, merits, the price of work and controllability).
Adaptation to online mode
This activity can be adapted in the virtual space. Video conference software is necessary for implementation. Maybe a slight retailoring of the material so it will be more consumable for people behind the screens is recommended.
Further resources
MIT Technology review: How to spot AI-generated text:
https://www.technologyreview.com/2022/12/19/1065596/how-to-spot-ai-generated-text/
How to Detect AI Writing: 7 Ways To Spot AI Content
https://brendanaw.com/how-to-detect-ai-writing
https://www.technologyreview.com/2022/12/19/1065596/how-to-spot-ai-generated-text/
How to Detect AI Writing: 7 Ways To Spot AI Content
https://brendanaw.com/how-to-detect-ai-writing
References
Vlad Ivanov. How Do You Tell If Something Was Written By An AI?:
https://trickmenot.ai/how-do-you-tell-if-something-was-written-by-an-ai/
The School of Life. Why We Need to Feel Heard:
https://www.youtube.com/watch?v=hnQwaVnv-FA
https://trickmenot.ai/how-do-you-tell-if-something-was-written-by-an-ai/
The School of Life. Why We Need to Feel Heard:
https://www.youtube.com/watch?v=hnQwaVnv-FA
Handouts


