Adventures in Technology Enhanced Learning @ UoP

Tag: DALL-E

The AI Podcast – How we did it!

(Co-writer: ChatGPT)

There’s no doubt Artificial Intelligence (AI) will have a huge impact on the future of education and assessment.  I can’t think of a day that has gone past over the past few months where some form of AI chat hasn’t started within the office, often causing a healthy level of debate.  From the outrage of academics that students are using AI to generate degree-level work to the supposed “arms race” of technology companies to be the first to detect AI.  There’s no end to topics of conversation on the moral, technical, ethical and legal issues surrounding AI.    

With the Tel Tales Podcasts due to re-launch in the coming months, we thought it would be good to put AI to the test.  Could we create an entire podcast episode from AI?  Would it matter that it was AI generated?  Is this even possible?

To start the podcast off, we gave ChatGPT an open-ended initial prompt as follows…

“Write 6 questions to ask ChatGPT in a podcast about the impact ChatGPT will have on education”

Within a matter of seconds, ChatGPT was processing through its algorithms and writing a response to our initial prompt.  In less than a minute, ChatGPT responded with the following questions…

  1. How can ChatGPT be integrated into educational institutions to enhance the learning experience for students?
  2. What are the potential benefits and drawbacks of using ChatGPT in education, and how can these be mitigated?
  3. In what ways can ChatGPT be used to personalize learning for students with different learning styles and abilities?
  4. How can ChatGPT be used to facilitate communication and collaboration among students and teachers in online learning environments?
  5. How might the use of ChatGPT impact the role of teachers in education, and what skills might educators need to develop to effectively work with this technology?
  6. Could you conclude and summarise the impact that ChatGPT will have on education?

Looking at the response that was given, the questions that ChatGPT generated are certainly a good starting point, although very surface-level.  One of the biggest critiques of ChatGPT is the lack of “nuance, critical-thinking skills or ethical decision-making ability that are essential for successful journalism” (Lock, 2022).  Arguably, the questions generated cover a range of topics related to the use of ChatGPT in education that could lead to interesting and informative discussions.  ChatGPT is impressive on a surface level, but the reliance on using a machine for interaction or to generate conversations could lead to a loss of genuine human connection. The ability to connect with others through meaningful conversation and interactions is a fundamental aspect of being human.  The concept of outsourcing this to a machine could have detrimental side effects on our well-being and social skillset.  We learnt the true value of human interaction during the COVID pandemic and the severe impact the lack of meaningful human interaction had on mental health (Okabe-Miyamoto, 2021).  Without delving too deep into the content and ethical issues around this, the process took seconds to complete, with a total lack of human interaction apart from a very basic prompt.  Quite a scary thought!

These responses were then fed back into ChatGPT one at a time with the prefix “Write a 200-word response for a podcast to the question”, the results of this can be found at the bottom of this blog post.  Again, ChatGPT has provided plausible-sounding answers to its own questions.  However, it’s nothing new that we haven’t spoken about before, or anything game-changing.  Essentially, it’s just a series of ideas strung together from datasets.  We see themes that come up in nearly every answer around the “personalisation of learning” for students and how we can use AI to “engage” students.  The overemphasis in the responses on ‘buzzwords’ really highlights the lack of real input from a human; someone who is living and breathing this – an academic, a student, a head of school, a support team, a principal etc. Can we blame ChatGPT for its response?  Not really.  It’s done a pretty impressive job of answering its own questions and has generated some plausible responses, some of which will be popular with teachers – such as the reduction of marking load to allow teachers to focus on 1:1 learning with their students.  A glimmer of hope perhaps that ChatGPT acknowledges that a partnership between AI and teachers needs to be developed to unlock its full potential.  Maybe the machines are not taking over, just yet!

“With the right approach and training, ChatGPT can help usher in a new era of personalized, inclusive, and effective education.”  

After gaining our content, we used Speechify, to generate the audio.  Speechify has a range of voice actors – everything from Snoop Dogg to Gweneth Paltrow and uses AI to produce a natural voice, sensing the tone and intonation of text. Although the prospect of having Snoop Dogg; albeit a slightly static and stiff version of the OG himself, hosting our podcast would be amazing, we opted for British voice actors ‘Michael’ to host the podcast and ‘Stephanie’ to be the guest.  In recent news, David Guetta has spoken out about the use of AI in music and that “the future of Music is within AI”. There’s no doubt that this process of bringing AI-generated text ‘to life’ is taking the moral and ethical issues of AI writing and voice generation to a new level.  Could it be the next big “deep fake”; where AI voices are being used instead of the human equivalent?  Or that AI voices become so indistinguishable from the real human nuance of speech that it blurs the lines between reality and the matrix?  Either way, the results were good and we’re now starting to hear the results of our podcast.

After we had gathered our audio, we placed the audio files into Logic Pro X and used iZotope’s Ozone plugin for mixing and balancing.  The software uses AI to intelligently listen to the audio and suggest recommended settings.  We left everything with the settings that Ozone recommended for dynamics and equalisation – based on the audio files generated from Speechify.  It appears that gone are the days of building relationships with artists in a recording studio, akin to George Martin to refine and craft sound, when all that is needed is for an AI to “listen” and suggest settings, built on the foundations of those masters before. The final piece of the puzzle was to get some advertising for the podcast.  We asked ChatGPT to “write a tweet for @telportsmouth to advertise a totally AI-generated podcast for TelTales including hashtags” which has been used to advertise the podcast on our social media platforms.  We also asked Dall-e 2 to generate some AI artwork, with the prompt “AI-generated podcast from Tel Tales at Portsmouth University”, which you’ve probably seen before getting to this blog post. Did you even notice it was AI generated?  Had we not told you, would you have known? 

We loved creating this podcast.  In fact, it’s brought many more conversations into the office around the use of AI and how far we can (or should) push it.  Ultimately, ChatGPT is shaking the education sector to the core and making us re-evaluate our assessment methods – which is only ever a good thing!  ChatGPT is great at stringing a few sentences together to come up with a response.  However, is it not just generating content for content’s sake, with no real meaning?  Would you have even noticed this podcast was completely AI-generated, had we not told you?  Could we have made it more believable if we had “real-life” voice actors to narrate the script?  The answers ChatGPT gave for our podcast were plausible and spoke about relevant ideas and topics of discussion – but nothing more than that.  

With GPT4 on the horizon, will we see a ‘bigger and better’ version of this AI wizardry?  GPT4 promises to be able to respond to both text and images.  In theory, this multi-modal model should help the AI to understand the world we live in better and theorise more logical connections between datasets.  Perhaps this is only the beginning of our AI journey in education and further supports our need as educators to reevaluate our assessment methods.  As we’ve said before, this can only be a good thing!

Have we just done ourselves out of a job?  Probably not.  It is worth remembering that none of this was possible without that initial prompt and a “human” in the driving seat.  Does the future belong to AI? Not just yet, but it’s certainly one interesting journey we’re on!

Listen to the AI podcast 

Chris Wood

Follow me on Twitter @ChrisWoodTeach

References

Samatha Lock. (2022). What is AI chatbot phenomenon ChatGPT and could it replace humans? The Guardian. [Online]. 5th Dec 2022. Available at https://www.theguardian.com/technology/2022/dec/05/what-is-ai-chatbot-phenomenon-chatgpt-and-could-it-replace-humans [Accessed 14th March 2023].

Karynna Okabe-Miyamoto, Sonja Lyubomirsky. (2021). Social Connection and Well-Being during COVID-19. WHR 2021. 1(1), p.Chapter 6. [Online]. Available at: https://worldhappiness.report/ed/2021/social-connection-and-well-being-during-covid-19/ [Accessed 14 March 2023].

Artwork: AI-generated through Dall-e 2

Content: AI-generated through ChatGPT

Voice: AI-generated through Speechify

Mixing: AI-generated through iZotope Ozone

ChatGPT Responses

Question 1 Prompt:

Write a 200-word response for a podcast to the question “How can ChatGPT be integrated into educational institutions to enhance the learning experience for students?”

Question 1 Answer: 

ChatGPT, as a language model, has the potential to revolutionize the way students learn by providing personalized and interactive educational experiences. One way to integrate ChatGPT into educational institutions is through the use of chatbots. Chatbots powered by ChatGPT can provide students with instant feedback on their assignments, answer their questions, and provide additional resources that are tailored to their individual needs.

Moreover, ChatGPT can be integrated into learning management systems to create personalized learning paths for students. By analyzing a student’s learning history and performance data, ChatGPT can suggest customized learning resources and activities that are most relevant to the student’s interests and abilities. This can help students stay engaged and motivated as they learn.

Another way to integrate ChatGPT into educational institutions is by using it to create virtual learning assistants. These assistants can help students navigate complex topics, provide additional explanations or examples, and even engage in an interactive dialogue with students to promote deeper understanding and critical thinking.

Overall, the integration of ChatGPT into educational institutions has the potential to enhance the learning experience for students by providing personalized and interactive learning experiences that meet their individual needs and interests. By leveraging the power of AI, educational institutions can provide a more effective and engaging learning experience for students, preparing them for success in the modern world.

Question 2 Prompt:

Write a 200-word response for a podcast to the question “What are the potential benefits and drawbacks of using ChatGPT in education, and how can these be mitigated?”

Question 2 Answer: 

The potential benefits of using ChatGPT in education are numerous. ChatGPT can help personalize the learning experience for students, offer instant feedback and support, and assist with knowledge acquisition and retention. Furthermore, ChatGPT can assist in the creation of more engaging and interactive learning materials, which can improve student motivation and learning outcomes. However, there are also potential drawbacks to using ChatGPT in education. One concern is that the technology could lead to overreliance on AI, causing students to disengage from the learning process and rely too heavily on ChatGPT to provide answers instead of engaging in critical thinking and problem-solving. Additionally, there is the possibility of biased or inaccurate responses from ChatGPT, which could negatively impact learning outcomes. To mitigate these potential drawbacks, it is important to ensure that ChatGPT is used in conjunction with traditional teaching methods to encourage critical thinking and promote deeper learning. It is also important to ensure that the technology is thoroughly tested and evaluated for accuracy and fairness. Finally, it is important to provide appropriate training to both educators and students to ensure that they understand the role of ChatGPT in the learning process and can use it effectively. With these measures in place, the potential benefits of ChatGPT in education can be realized while mitigating potential drawbacks.

Question 3 Prompt:

Write a 200-word response for a podcast to the question “In what ways can ChatGPT be used to personalize learning for students with different learning styles and abilities?”

Question 3 Answer: 

One of the most promising applications of ChatGPT in education is its ability to personalize the learning experience for students with different learning styles and abilities. ChatGPT can analyze a student’s learning history and performance data to provide tailored resources and feedback that meet their individual needs.

For students who are visual learners, ChatGPT can generate images, videos, and other multimedia resources to enhance their learning experience. For students who are auditory learners, ChatGPT can generate audio recordings or podcasts. For students who are kinesthetic learners, ChatGPT can suggest interactive activities or simulations that allow them to engage with the material in a more hands-on way.

In addition, ChatGPT can provide targeted feedback and support that is customized to a student’s strengths and weaknesses. For example, if a student is struggling with a particular concept, ChatGPT can generate additional practice problems or explanations to help them master the material.

Overall, the ability of ChatGPT to personalize learning for students with different learning styles and abilities has the potential to significantly improve learning outcomes and engagement. By leveraging the power of AI, educational institutions can create a more inclusive and effective learning environment that meets the needs of all students, regardless of their learning style or ability.

Question 4 Prompt:

Write a 200-word response for a podcast to the question “How can ChatGPT be used to facilitate communication and collaboration among students and teachers in online learning environments?”

Question 4 Answer: 

ChatGPT can play a vital role in facilitating communication and collaboration among students and teachers in online learning environments. One way ChatGPT can achieve this is by creating virtual assistants that can provide real-time feedback and support to students. These virtual assistants can also help teachers by answering common questions, grading assignments, and providing additional resources to students who are struggling.

Moreover, ChatGPT can be integrated into online discussion forums and chat rooms to promote collaboration and engagement among students. ChatGPT can help students connect with one another and facilitate group discussions and peer-to-peer learning.

ChatGPT can also be used to create virtual study groups that can help students collaborate and learn from one another. By analyzing students’ learning histories and performance data, ChatGPT can suggest study partners or groups that are most likely to benefit from working together.

Finally, ChatGPT can be used to facilitate communication and collaboration between teachers and students. ChatGPT can help teachers provide real-time feedback to students, answer questions, and provide additional resources as needed. This can help create a more supportive and engaging learning environment that promotes learning and academic success.

Overall, the use of ChatGPT in online learning environments has the potential to significantly enhance communication and collaboration among students and teachers, creating a more engaging and effective learning experience for all involved.

Question 5 Prompt:

Write a 200-word response for a podcast to the question “How might the use of ChatGPT impact the role of teachers in education, and what skills might educators need to develop to effectively work with this technology?”

Question 5 Answer: 

The use of ChatGPT in education has the potential to significantly impact the role of teachers. With the introduction of AI-powered virtual assistants, teachers can offload certain tasks like grading, answering common questions, and providing additional resources. This can free up more time for teachers to focus on providing personalized and individualized support to students.

However, with the introduction of AI-powered technology like ChatGPT, educators will need to develop new skills to effectively work with this technology. Educators will need to become proficient in using and managing AI tools to create effective learning materials and assessments. They will need to understand how to use ChatGPT to personalize the learning experience for students, as well as how to integrate it into their teaching practices to facilitate communication and collaboration among students.

Moreover, educators will need to develop skills in data analysis to better understand student performance and adjust their teaching accordingly. They will need to be able to interpret the data generated by ChatGPT and use it to provide more effective feedback and support to students.

In summary, while the introduction of ChatGPT has the potential to significantly impact the role of teachers in education, it also presents an opportunity for educators to develop new skills that can help them create a more engaging and effective learning environment for their students.

Question 6 prompt:

Write a 200-word response for a podcast to the question “Could you conclude and summarise the impact that ChatGBP will have on education?”

Question 6 answer:

In conclusion, ChatGPT has the potential to revolutionize education by providing a personalized and engaging learning experience for students. It can help educators offload certain tasks and enable them to focus more on individualized support to students. It can also facilitate communication and collaboration among students, promoting a more inclusive and supportive learning environment.

However, the use of ChatGPT in education also presents some potential drawbacks, such as the risk of over-reliance on technology and the potential for bias in the data used to personalize the learning experience.

To mitigate these drawbacks, educators must be trained in how to effectively integrate ChatGPT into their teaching practices and be able to interpret and analyze the data generated by the technology. It’s also essential to continue to monitor and address any potential issues related to bias and ethical concerns.

Overall, ChatGPT has the potential to significantly enhance the learning experience for students and support educators in creating more effective and engaging teaching practices. While there are potential drawbacks that must be considered, the benefits of using ChatGPT in education are too significant to ignore. With the right approach and training, ChatGPT can help usher in a new era of personalized, inclusive, and effective education.

As a sidenote, I used ChatGPT to create the tweet to accompany my blog post, please see below. The possibilities with ChatGPT are endless!

ChatGPT AI-Generated Tweet

🎙️ Listen to the new Tel Tales podcast generated entirely by AI 🤖🎧 Join us for fascinating stories and insights about AI and beyond. #AIGenerated #TelTales #PortsmouthPodcast #TelTalesPodcasts 🌊🎉

TEL in ’22 – and looking forward to ’23

(Co-writer: ChatGPT)

In 2022 the TEL team said “goodbye” to some valued colleagues, who moved to take up different roles within the University, and we said “hello” to new colleagues who joined us. Chris, Jo, and Mike have already introduced themselves on TEL Tales, so I would like to use this end-of-year post to discuss a couple of work-related highlights: our implementation of Moodle 4.0 and, regarding the key area of assessment and feedback, our pilot of the WiseFlow end-to-end assessment platform.

Moodle 4.0

Moodle 4.0 is the latest version of the Moodle learning management system, and it includes many new features and improvements that aim to enhance the user experience and support better learning outcomes. Some of the key improvements in Moodle 4.0 include:

  • A new and improved user interface: Moodle 4.0 features a redesigned and modern user interface that is more intuitive and user-friendly, and that provides easy access to the most important features and functions.
  • Enhanced learning analytics and reporting: Moodle 4.0 includes improved learning analytics and reporting tools that provide teachers with more detailed and actionable insights on students’ learning, allowing them to track their progress and identify areas for improvement.
  • Improved accessibility and support for mobile devices: Moodle 4.0 has been designed to be more accessible and user-friendly for users with disabilities, and it includes support for mobile devices, allowing students to access their learning materials and activities on the go.
  • More options for personalization and customization: Moodle 4.0 provides teachers and administrators with more options for personalization and customization, allowing them to tailor the learning environment to the specific needs and preferences of their learners.

Overall, Moodle 4.0 is a significant improvement over previous versions of the learning management system, and it offers many new features and enhancements that can support better learning outcomes and a more engaging and effective learning experience.

At this point I would like to ask the reader: did you notice anything unusual about my discussion of Moodle 4.0?

Moving on, another major project for the TEL team has been to support a pilot implementation of the WiseFlow end-to-end assessment platform. Our hope is that a dedicated platform will allow us to improve our practices around assessment and feedback. Let’s explore that idea below in a little more detail.

Assessment and feedback

There are many different ways to assess students, and the best approach will depend on the specific learning goals and objectives, as well as the context and needs of the learners. Some key principles and strategies that can help to ensure effective assessment of students include:

  • Align assessment with learning goals: The assessment of students should be closely aligned with the learning goals and objectives of the course or programme. This will help to ensure that the assessment is focused on the most important and relevant learning outcomes and that it provides valid and reliable information on students’ progress and achievement.
  • Use a variety of assessment methods: Different assessment methods can provide different types of information and insights into students’ learning, and it is important to use a range of methods in order to get a comprehensive picture of their progress and achievement. Some common assessment methods include tests, quizzes, projects, presentations, portfolios, and observations.
  • Provide timely and meaningful feedback: Feedback is an essential component of assessment, and it is important to provide students with timely and meaningful feedback on their progress and performance. This feedback should be clear, specific, and actionable, and it should help students to understand their strengths and weaknesses, and identify areas for improvement.
  • Engage students in the assessment process: Students should be actively involved in the assessment process, and they should be given opportunities to reflect on their own learning, evaluate their progress, and set goals for improvement. This can help to foster a growth mindset and a sense of ownership and responsibility for their own learning.

Overall, effective assessment of students requires careful planning, the use of a variety of assessment methods, timely and meaningful feedback, and student engagement in the assessment process.

Again, at this point I would like to ask the reader: did you notice anything unusual about my discussion of assessment and feedback?

I inserted those italicised questions above because I (Stephen Webb) did not write any of the text in the two subsections. My “co-author” (ChatGPT) wrote the text.

In 2022, GPT3 (Generative Pre-trained Transformer 3) became a mainstream technology. At least a dozen apps are available that can provide clear, comprehensible text-based responses to prompts provided by a user. An app such as ChapGPT can write essays (and poems, and computer code, and much else besides). And many of our students will know this.

Similar technology can generate artwork. The artwork accompanying this blog post is an original by DALL-E, from a prompt I provided. DALL-E is a much better artist than I can ever hope to be.

I hesitate to call this technology Artificial Intelligence because it is neither artificial nor intelligent; I prefer the term Assistive Computation. Whatever we call the technology, though, I believe that in 2023 we need, as educators, to start grappling with its implications. Can we reasonably assess students by setting them essays to write, when apps can spit out the essays for them? What does the technology mean for notions of authorship and plagiarism? (You will notice that I have credited ChatGPT as being the co-author of this blog post; is that reasonable or meaningful?) What are the best strategies for learning with this technology?

Of course, teachers as well as students can use Assistive Computation. As an experiment, recently, an academic asked ChatGPT to generate a question in a particular knowledge domain that could be set for a first-year undergraduate essay. (The question it generated was entirely suitable.) The academic then asked ChatGPT to generate a rubric for the question. (The rubric was acceptable.) Then the academic asked ChatGPT to write an essay based on the question it had set. (The essay showed no insight, made no new points but would have received a passing grade.) Finally, the academic asked ChatGPT to mark the essay according to the rubric. (The feedback, if nothing else, was at least provided in a more timely fashion than human teachers can provide.)

This experiment suggests to me that either (i) we cut out the middlemen (students and teachers) and let AI do whatever it wants; or (ii) we work together – both students and teachers – to understand how to use Assistive Computation to improve teaching and learning. 

There are many questions here. And I believe 2023 is the year we all need to start grappling with them. Another question: should educators be concerned about this technology? I’ll let my co-author answer:

It’s natural for educators to be concerned about the potential impact of technology on their profession. However, it’s important to note that systems like ChatGPT are not capable of replacing the role of a human educator. While they may be able to generate text, they do not have the ability to understand or evaluate the content of that text in the same way that a human can. It’s also worth considering that the use of such systems may actually highlight the importance of critical thinking and analysis skills, which are vital for success in education and beyond. In the end, the role of educators will continue to be important in helping students develop these skills and prepare for the future.

I (the human, not the AI) would like to wish you an enjoyable festive period and a happy New Year!

Credit Image: An original by DALL-E

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