STEAMy AI in Education_VWEC AI Expert Series.pdf
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VWEC AI Expert Series presentation by Dr. Cynthia Calongne, aka Lyr Lobo, and Joyce Bettencourt, aka Rhiannon Chatnoir. Description: Join us at the Virtual Worlds Education Consortium in Second Life as we explore the use of AI in education and the Arts. This session features AI use in virtual worlds, teaching AI for ethical use, safety, explainable AI, and research, and prompt generation to create artifacts for sparking creativity and inspiration.
![Artificial Intelligence
Expert Systems
Rules-based Systems
Machine Learning
Sentiment Analysis
Videos on next slide
Neural Networks
(3Blue1Brown, 2017)
Reference
3Blue1Brown. (2017, October 17). But
what is a neural network? [Video].
YouTube. https://youtu.be/aircAruvnKk](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)
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STEAMy AI in Education_VWEC AI Expert Series.pdf
- 1. STEAMy AI and Natural Language Processing Joyce Bettencourt Rhiannon Chatnoir about.me/JoyceBettencourt Cynthia Calongne Lyr Lobo CTU, OSCC, & Virtual Harmony
- 2. Artificial Intelligence Expert Systems Rules-based Systems Machine Learning Sentiment Analysis Videos on next slide Neural Networks (3Blue1Brown, 2017) Reference 3Blue1Brown. (2017, October 17). But what is a neural network? [Video]. YouTube. https://youtu.be/aircAruvnKk
- 3. Natural Language Processing (NLP) Videos TensorFlow. (2020a, February 20). Natural language processing – Tokenization (NLP zero to hero – part 1) [Video]. YouTube. https://youtu.be/fNxaJsNG3-s TensorFlow. (2020b, February 25). Sequencing – Turning sentences into data (NLP zero to hero – part 2) [Video]. YouTube. https://youtu.be/r9QjkdSJZ2g TensorFlow. (2020c, March 3). Training a model to recognize sentiment in text (NLP zero to hero – part 3) [Video]. YouTube. https://youtu.be/Y_hzMnRXjhI a book, with chat GPT AI stories pouring out of it, cartoon style Message
- 7. AI-Generated Content AI can generate content by training algorithms with large data sets to learn and be prompted to create 2D & 3D art, make music and write copy. Google Bard - https://bard.google.com ChatGPT - https://openai.com/blog/chatgpt DALL-E 2 - https://openai.com/dall-e-2/ Craiyon (Formerly DALL-E Mini) - https://www.craiyon.com Stable Diffusion - https://beta.dreamstudio.ai Night Cafe - https://creator.nightcafe.studio Midjourney - https://www.midjourney.com Microsoft Bing Image creator - Runway - https://runwayml.com ...and there are many more out there! avatarjoy_AI_generated_content_machine_learning_futurism_style
- 8. What Are Prompts? Prompts are descriptions in natural language that act as an input for AI text and art generators, such as ChatGPT, DALL.E 2, Midjourney, Stable DIffusion, and other machine learning models. Prompts can be as simple as a single line of text, or they can be highly descriptive or vague. Prompts can also be images. Crafting prompts is an art form in itself, discovering inputs that yield desirable or useful results. You can add extra parameters to your prompt to refine the image results you get back. avatarjoy_robot wearing a chefs hat and holding a spatula, the robot is in a kitchen looking at a recipe, colorful futuristic style
- 9. AI - Image Generation - Diffusion Models Image generator prompts work best when you format them similar to how image captions are formatted. Prompts can include things like: ● adding nouns/names of your subject, ● descriptive adjectives ● medium you want the art to look like it was created in ● style and artist names you want your artwork inspired by ● quality and dimensions, ● should the image be realistic, photographic, illustrative, computer graphics rendered? AI - Transformers: Large Language Models (Google Bard, ChatGPT, etc) These models gather lots of text knowledge (from the internet, books, social media, etc.) and when prompted, they use this to guess what content to give based off of instructions given and what they know. This can include making up things! Generally better at editing than creating. Prompt format: Role, Task/Action, Background /imagine Prompt Engineering “Instant Insights” mage courtesy Trust Insights - https://www.trustinsights.ai/promptsheet Image courtesy of https://medium.com/@pythoslabs
- 12. Lyr Lobo’s Second Life Endowment for the Arts Exhibit
- 13. Imagine a girl finding a Secret Garden through a portal to a dystopian future London, style of Thomas Cole’s The Voyage of Life
- 25. Resources Slides - https://bit.ly/STEAMyAI Resource Doc - https://bit.ly/VWEC-STEAMyAI Try out BlueWillow & Midjourney on AvaCon’s Discord server - https://discord.gg/Ab9QDZM AI Generated Content Pinterest board - https://www.pinterest.com/avatarjoy/aigc/ avatarjoy_a_dog_at_a_computer_on_the_internet_futurism_style