ChatGPT is a natural language processing tool driven by artificial intelligence (AI) technology that allows you to have human-like conversations and much more with a chatbot. The language model can answer questions, and help you with tasks such as composing emails, essays, and code.
ChatGPT takes online writing tools such as QuillBot to the next level—or the next few levels—by leveraging the knowledge stored on the internet to respond to queries and requests.
ChatGPT is designed to simulate human-like responses to text-based communication.
It is built on an architecture that mimics the human brain called the GPT (Generative Pre-trained Transformer) model. The GPT architecture allows ChatGPT to generate natural language text that is highly coherent and contextually appropriate.
ChatGPT uses a large database of written text, such as books, articles, and websites, that it has been pre-trained on. When a user inputs a message or question, ChatGPT uses this pre-trained knowledge to generate a response that it believes best answers the question or provides a relevant response to the message.
To learn more about how data is used to train models, check out Slice of Machine Learning — an interactive tutorial that teaches you how to build a machine learning classification model using a decision tree where you can try to train a computer to identify pizza.
Eduaide.AI – specifically for teachers
Anthropic Claude – an AI workplace assistant
Bing Chat (Microsoft chat bot and search)
Google Duet AI – for people with access to a Google Workspace account
Google Bard (not currently available in Canada)
And the controversial AI image generators:
Open Prompt Book from CampGPT at the Ed Tech Centre @ World Education: a resource for and by adult educators about how they use AI mostly as a brainstorming tool. As they report, “Over and over again in CampGPT, educators describe the use of chatbots as a great “starting point.” In fact, some find that using these tools is most effective for generating ideas rather than ready-to-use materials.” Here is a description of the Open Prompt Book: “In CampGPT, educators experimented with generative AI-enabled tools like chatbots and image generators to learn and explore together. Their work and insights have been compiled in the Open Prompt Book from CampGPT. Throughout this prompt book, you’ll learn more about generative AI, what educators use it for, and key tips and tricks.”
AI for Learning and Work from the Ed Tech Centre @ World Education: You can find the recordings of the four Generative AI EdTech Bytes that cover the applications and implications of generative AI for education (YouTube Playlist) plus a series of blog posts about the use of ChatGPT and AI in education.
ChatGPT: Leveraging AI to Support Personalized Teaching and Learning in the June 2023 Adult Literacy Education Journal by Sarah Cacicio and Rachel Riggs: a a resource for teachers/instructors with ideas for how to use ChatGPT for learning in an adult literacy setting.
My Digital Companion: Making Sense of ChatGPT from Contact North: a resource for students/learners to help them use ChatGPT safely, ethically and creatively for learning.
Leveraging ChatGPT Instead of Banning from Contact North: a resource for teachers/instructors with ideas for how to use ChatGPT for learning in a college setting.
10 Practical Ways Faculty and Instructors Can Use AI from Contact North
Contact North has a series of recorded webinars on the use of AI in education.
Super Tutor: AI to Support all Learners from Control Alt Achieve: a 1-hour training video that explores both AI tools (ChatGPT, Google Bard – not currently available in Canada, Diffit, Eduaide, MagicSchoolAI, Brisk, Goblin Tools…) and practical uses (reading, writing, tutoring…) to help support learners. All the resources used in the video are included in a list on the page.
EdTech Teacher Chat GPT Tips by Tom Daccord: a resource for teachers/instructors with ideas for how to use ChatGPT for learning in a K-12 setting.
Some people say that using an LLM – large language model – like ChatGPT is like using a calculator but calculators do not show us content that is racist, sexist or homophobic. We can work on our critical thinking skills to adapt to a AI world but what is the benefit of being exposed to this type of content?
These Women Tried to Warn Us About AI by Lorena O’Neil at Rolling Stone Magazine (August 2023)
“Researchers — including many women of color — have been saying for years that these systems interact differently with people of color and that the societal effects could be disastrous: that they’re a fun-house-style distorted mirror magnifying biases and stripping out the context from which their information comes; that they’re tested on those without the choice to opt out; and will wipe out the jobs of some marginalized communities.”
What ChatGPT Tells Us about Gender: A Cautionary Tale about Performativity and Gender Biases in AI by Nicole Gross (June 2023)
“This paper’s central argument is that large language models work performatively, which means that they perpetuate and perhaps even amplify old and non-inclusive understandings of gender. Examples from ChatGPT are used here to illustrate some gender biases in AI. However, this paper also puts forward that AI can work to mitigate biases and act to ‘undo gender’.”
The Pear, You & AI by Valentine Godard
“The Pear, You and AI is a women-led collaborative annotation initiative, designed as part of a larger project on Algorithmic Art to Counter Gender Bias in AI. In this initial phase, we are undergoing data collection based on your words and perceptions associated with words like women, beauty, imperfection.”
“This zine, published in August 2018, explores these questions through a series of explanatory text and whimsically illustrated pages that takes the reader on a journey that demystifies the often opaque world of artificial intelligence.”
Artisits are asking for an ethical AI that respects the three Cs: consent, control and compensation. We are all content creators in the age of AI.
Art and AI Regulation : Implications for arts and culture by Valentine Godard (September 2023)
Recommendations that have been submitted to the Quebec Innovation Council, and to the AI Advisory Council of Canada’s Ministry of Innovation, Science and Economic Development.
Despite popularity, six in 10 Canadian students consider generative AI tools cheating from KPMG (August 2023)
“Students primarily use generative AI for idea generation (70 per cent), research (55 per cent) and writing essays or reports (39 per cent). Fourteen per cent say they use these tools for tests or exams. Almost 70 per cent admit they always or sometimes claim AI-generated content as their own original work. And, they aren’t consistently validating the accuracy of their AI-generated content, with only 37 per cent saying they always do a fact-check.”
One in five Canadians using generative artificial intelligence tools from KPMG (June 2023)
“A survey of 5,140 Canadians found 1,052 (20 per cent) have used generative AI to help them do their jobs or schooling. The most common uses include research, generating ideas, writing essays and creating presentations. Respondents say the use of the technology has enhanced productivity and quality, created revenue and increased grades but, in the process, they are engaging in behaviour that could create risks for their employers.”
More than one third of Canadian businesses experimenting with ChatGPT from KPMG (April 2023)
“A majority of Canadian businesses are aware of the risks of having poor quality data, with more than half (54 per cent) admitting they are very concerned their organization might be making decisions based on poorly designed AI algorithms, and yet only 44 per cent regularly retaining independent third-party experts to vet or assess their AI algorithms for errors and bias.”
Automation Nation? AI Adoption in Canadian Businesses from The Dais at the Toronto Metropolitan University (September 2023)
“In all businesses with five or more employees, as of the end of 2021, only 3.7 percent of firms say they had adopted artificial intelligence in any way.”
Canada’s AI imperative – From predictions to prosperity from Deloitte (November 2018)
Press release: AI adoption among Canadian businesses stagnant: Only 16 per cent of companies use AI, which remains unchanged since 2014 – Deloitte report finds Canadian consumers and businesses don’t understand or trust AI
“Truthfully, there are still many unknowns about general AI’s potential and humanity’s ability to grasp it. But regardless of whether we ever reach the point of general AI, there’s still a clear imperative for a country and its businesses to invest in AI technologies, and to shape the economic and social conditions required to foster their uptake.”