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K12 Research and AI: Resources for Students

This guide will be useful for students in the EPI Courses and K12 Educators

Intro

cute robot

 

As generative AI continues to revolutionize research and innovation, harnessing its potential while ensuring its ethical and responsible use is crucial. This comprehensive guide equips you with the knowledge and tools to navigate the ethical landscape of generative AI and critically evaluate the information it produces.

Ethical Considerations for Generative AI in Research:

  1. Bias and Fairness: Recognize and mitigate bias inherent in AI models, ensuring research findings are fair, unbiased, and representative of diverse perspectives.
  2. Data Privacy and Security: Protect sensitive data by working with and using generative AI models.
  3. Human Oversight and Accountability: Maintain human oversight and accountability when using generative AI; remember that AI is not human and cannot think for itself. 

Critical Evaluation of AI-Generated Information:

  1. Source Credibility: Assess the credibility of AI-generated information by examining the sources of training data, model development, and research methodology.
  2. Verification and Validation: Verify AI-generated findings through independent research, experiments, and expert consultations.
  3. Contextual Understanding: Interpret AI-generated information within the context of the research question, considering limitations and potential biases.
  4. Critical Thinking and Skepticism: Employ critical thinking and skepticism when evaluating AI-generated information, avoiding overreliance on AI as the sole source of knowledge.

Ethical Use Guidelines

Ethical Use of AI Infographic

AI Acceptable Use Scale

Springer, B. (2023, October 31). Using AI? Student facing graphic [Infographic]. https://unboxingeducation.blogspot.com/2023/10/using-ai-student-  facing-graphic.html

To save a copy of this infographic, go to - https://unboxingeducation.blogspot.com/2023/10/using-ai-student-facing-graphic.html.

Lateral Reading to Establish Source Validity

Lateral reading is a crucial skill for evaluating the credibility and trustworthiness of information sources, especially in the digital age. It involves moving beyond a single source and seeking out information from multiple sources to gain a comprehensive understanding of a topic or issue. Here are the key steps involved in lateral reading:

  1. Identify the Key Claims or Information: Start by carefully identifying the main claims or pieces of information you want to verify or evaluate. These may be specific facts, statistics, or expert opinions presented in the source.
  2. Open Multiple Tabs: Instead of relying solely on the original source, open multiple tabs in your web browser to explore alternative sources of information. This allows you to compare and contrast different perspectives and assess the consensus on the topic.
  3. Search for Fact-Checking Websites: Reputable fact-checking websites are invaluable resources for verifying the accuracy of claims and identifying potential biases. Utilize these websites to scrutinize the information you've gathered.
  4. Seek Out Expert Opinions: Consult expert opinions from reputable sources, such as academic journals, news articles by subject matter experts, or interviews with qualified individuals. This provides additional insights and perspectives on the topic.
  5. Evaluate the Reputation of Sources: Assess the credibility of each source you encounter. Consider factors like the author's credentials, the organization's reputation, and the overall quality of the content.
  6. Compare and Contrast Information: Compare the information you've gathered from different sources. Identify any discrepancies or inconsistencies and seek additional clarification if necessary.
  7. Cross-Reference with Established Knowledge: Cross-check the information with established knowledge and accepted facts in the field. This helps to identify potential outliers or inaccuracies.
  8. Consider the Context and Purpose: Evaluate the information within the context of the research question or issue at hand. Consider the purpose of the source and the author's potential biases.
  9. Maintain Critical Thinking: Approach all information with a critical lens. Avoid overreliance on any single source and question the validity of claims, especially those that seem sensational or controversial.
  10. Document Your Findings: Keep track of the sources you've consulted and the key information you've gathered. This documentation will be useful for future reference and sharing with others.

By following these steps and adopting a critical approach to lateral reading, you can become a more discerning consumer of information and make informed decisions based on reliable sources.

lateral reading

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