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Appropriate Use

Graeme Wright

Created on October 7, 2025

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Transcript

https://tinyurl.com/mruthtzu

Ai

Appropriate Use

The academic impact:
Why they happen:
What they are:

One survey found that while 99% of Americans had used a product with AI features, only 64% recognized they had done so (Maese, 2025). As a result, users may unknowingly rely on AI-generated content and assume it functions like a traditional information source.

ChatGPT understands what legal citations look like and how they're used, so it can generate citations that appear authentic but are entirely fabricated because there's no connection to actual databases.

AI hallucinations are inaccurate outputs generated by AI tools like ChatGPT, Gemini, and Claude, that appear plausible but contain fabricated or inaccurate information, emerging without deliberate human intent to deceive.

Real | Not

Ethics & Responsibility Verification skills The "plausibility problem" Bias in training data

Real or Not real?

Left or Right ?

Real or Not real?

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Real or Not real?

Left or Right ?

Real or Not real?

Left or Right ?

Real or Not real?

Left or Right ?

Real or Not real?

Left or Right ?

Use an AI tool of your choice. Generate an image. Most creative wins a special prize.

Link

Real or Not real?

S - STOP

  • Don't immediately react, share, or use content
  • Check your emotional response (Does this make you angry? Excited? Scared?)
  • Ask: "Do I know if this is reliable?"
I - INVESTIGATE the Source
  • Who created this content?
  • What's their expertise and agenda?
  • Are they credible on this topic?

SIFT

F - FIND

  • Better Coverage
  • What do other sources say?
  • Are reputable outlets covering this?
  • Look for fact-checking sites
T - TRACE
  • Claims to Original Context
  • Find the original source of quotes, statistics, or images.
  • Has content been altered or taken out of context?
  • When was this actually created?

SIFT

Some top tips

Google Reverse Search

  • Where does this information first appear online?
  • When was it created?
  • What's the original context?
  • Has it been edited or manipulated?
  • Any visual clues (odd hands, lighting, textures, strange facts)?

Reference A:

Reference B:

Martinez, L., Chen, S., & Patel, A. (2021). Digital literacy interventions in secondary education: A meta-analysis. Educational Research Review, 38, 112-128.

Johnson, M., & Williams, R. (2019). The impact of social media on adolescent mental health: A longitudinal study. Journal of Developmental Psychology, 45(3), 234-251.

Real | Not

https://doi.org/10.1037/dev0000789
https://doi.org/10.1016/j.edurev.2021.100456

Reference A:

Reference B:

Martinez, L., Chen, S., & Patel, A. (2021). Digital literacy interventions in secondary education: A meta-analysis. Educational Research Review, 38, 112-128.

Johnson, M., & Williams, R. (2019). The impact of social media on adolescent mental health: A longitudinal study. Journal of Developmental Psychology, 45(3), 234-251.

Real | Not

https://doi.org/10.1037/dev0000789
https://doi.org/10.1016/j.edurev.2021.100456

Story A:

Story B:

"New Study Links Breakfast Habits to Academic Performance" Researchers at Bristol University found that students who eat protein-rich breakfasts score an average of 12% higher on morning exams. The three-year study followed 847 students across 15 schools. Lead researcher Dr. James Murray notes: "The correlation is significant, but we need more research to establish causation."

"Local Council Approves £2.3M Funding for Youth Services" Somerset County Council voted 8-3 in favour of the measure on Tuesday evening. The funding will support after-school programmes across 12 schools in the Yeovil area, with implementation beginning in September 2025. Council leader Sarah Henderson called it "an investment in our young people's futures."

Real | Not

Story A:

Story B:

"New Study Links Breakfast Habits to Academic Performance" Researchers at Bristol University found that students who eat protein-rich breakfasts score an average of 12% higher on morning exams. The three-year study followed 847 students across 15 schools. Lead researcher Dr. James Murray notes: "The correlation is significant, but we need more research to establish causation."

"Local Council Approves £2.3M Funding for Youth Services" Somerset County Council voted 8-3 in favour of the measure on Tuesday evening. The funding will support after-school programmes across 12 schools in the Yeovil area, with implementation beginning in September 2025. Council leader Sarah Henderson called it "an investment in our young people's futures."

Real | Not

As an AI User:

  • Stay critical - Don't assume AI outputs are neutral or objective
  • Verify important information - Especially when it concerns people or groups
  • Speak up - If you notice biased outputs, report them or discuss them
  • Diversify your sources - Don't rely solely on AI for information about people or cultures
  • Consider context - Be especially cautious with AI in healthcare, justice, hiring, or other high-stakes areas

Start your assignment

Either upload a fully readable and public assignment. OR Copy & Paste the text of the assignment brief. Tell AI that you need it to be a coach and not write anything for you. THIS IS VITAL Ask it to give you an overview of what the assignment is about in short bullet points.

Next

Start your assignment

Either upload a fully readable and public assignment. OR Copy & Paste the text of the assignment brief. Tell AI that you need it to be a coach and not write anything for you. THIS IS VITAL Ask it to give you an overview of what the assignment is about in short bullet points.

Next

Structure your assignment

NOW... Ask it to give you a suggestion for starting this assignment AND a recommended structure for completing it.

Next

Research for your assignment

NOW... Ask it to be your research assistant and recommend research that will help you learn for this assignment. You might want to follow up with asking for other material like YouTube clips. Make sure you check links and facts.

Next

Assessment Coach for a quality assignment submission

Tell AI that you want it to act like an assessment coach helping guide you to a quality submission. Ask it to use the Assignment Brief already provided. Copy and Paste your assignment and give you a breakdown of Strengths and Areas to Improve.

Next

So what now?

You must be the one in control Check it and verify the source and reliability Be critical - does this seem too incredible?

Thank you for joining in today!

I hope you have a lovely rest of the day