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FLARE Framework for using Gen AI in Teaching and Learning

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FLARE Framework for using Gen AI in Teaching and Learning

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The Toolkit on Generative AI Tools for Higher Education is a curated resource designed to support educators and institutions in integrating generative AI into teaching and learning. It provides a collection of materials, including articles, guides, and tool recommendations, aimed at enhancing educational practices through AI.

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Helps craft detailed, effective AI prompts.

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A futuristic female writer crafting engaging scripts for educational content.

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A futuristic female writer crafting engaging scripts for educational content.

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CapCut Free AI Video Maker｜Smart One-Click Video Creation in Seconds

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CapCut Free AI video maker is a powerful AI video generator. It generates scripts, images, avatar, clips, subtitles, and music powered by AI. With free access, fast video generation, and effortless creativity, it helps you create stunning videos in minutes.

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KREA - AI Creative Tool - image generations and prompts

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Generate images and videos with a delightful AI-powered design tool.

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The idea-to-video platform that sets your creativity in motion.

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A New Era of Storytelling.

For anyone with a story to tell.

Runway was founded by artists on a mission to bring the unlimited creative potential of AI to everyone, everywhere with anything to say. Beyond our innovative technology and creative tools, we also strive to create platforms and initiatives that will empower and celebrate the next generation of storytellers.

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Runway - Advancing creativity with artificial intelligence.

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Runway is an applied AI research company shaping the next era of art, entertainment and human creativity.

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Trusted by 2+ Million Users!

Turn 2D images into captivating 3D animations using LeiaPix AI

Dive into the extraordinary with LeiaPix, where your everyday 2D images transform into breathtaking 3D masterpieces. Here, innovation meets art, turning memories into immersive experiences.

Every picture opens a portal to a new dimension. Explore the future of imagery today.

Depth Map Generated by AI

Leia Inc. stands at the zenith of 3D technology, driven by a pioneering legacy and an unmatched dataset of hundreds of millions of high-quality 3D pictures.

Control Your Storytelling

Utilize our preset options or customize using advanced settings to create your ideal 3D depth animation.

Looking for a complimentary download of our depth animation? Get your free 720p MP4 file now!

Unveiling LeiaPix's full package download, the epitome of convenience and efficiency for your 3D creations.

Step into the future with LeiaPix API, designed to integrate LeiaPix directly into your existing workflow.

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LeiaPix - Convert 2D to 3D Depth Animation AI Technology

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Transform 2D images into eye-catching 3D animations using our advanced and user-friendly 3D animation software. Join the forefront of 3D technology with LeiaPix.com

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AI Video Generator | #1 on G2’s 2025 Top 100 List | HeyGen

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HeyGen, rated 4.8/5 on G2, is the #1 AI video generator of 2025. Create professional AI-powered avatar videos, translate content, and bring ideas to life.

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Pippit AI: Free AI Video Generator | Your Smart Creative Agent

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Pippit AI is an AI-powered platform that enables you to create videos, images, ads, and avatars with ease. With Pippit AI, you can effortlessly publish, track performance, and scale content creation-all in one place.

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Meshy AI - Najlepszy generator modeli 3D AI

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Meshy integruje się bezpośrednio z silnikiem gry i potokiem 3D za pomocą natywnych wtyczek - bezproblemowo importuj wygenerowane zasoby do Blendera, Unity, 3ds Max, Maya, Godot, Unreal Engine i oprogramowania do drukowania 3D, w tym Bambu Studio, OrcaSlicer, Creality Print, Elegoo Slicer, Ultimaker Cura i Lychee Slicer.

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Meshy AI - Najlepszy generator modeli 3D AI

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Stwórz gotowe do produkcji modele 3D z tekstu i obrazów w kilka sekund za pomocą naszego darmowego generatora modeli 3D opartego na AI. Idealne dla artystów 3D, deweloperów gier i twórców!

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Genie, a research preview of Luma's generative 3d foundation model

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3d text-to-3d generation model luma genie

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3d text-to-3d generation model luma genie ai

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3d text-to-3d generation model luma genie research preview

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3d text-to-3d generation model luma genie research preview ai

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Genie, a research preview of Luma's generative 3d foundation model

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An exclusive research preview of Genie, a 3d generative foundation model

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Chat with PDF and conduct your literature review faster using SciSpace. Discover 200M+ papers or upload your own PDF, highlight text or ask questions, and extract explanations and summaries.

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Upload file Add URL Add text

Attain concise understanding

100% Automatic Article Summarization with just a click

In the sheer amount of information that bombards Internet users from all sides, hardly anyone wants to devote their valuable time to reading long texts. TLDR This's clever AI analyzes any piece of text and summarizes it automatically, in a way that makes it easy for you to read, understand and act on.

Article Metadata Extraction

TLDR This, the online article summarizer tool, not only condenses lengthy articles into shorter, digestible content, but it also automatically extracts essential metadata such as author and date information, related images, and the title. Additionally, it estimates the reading time for news articles and blog posts, ensuring you have all the necessary information consolidated in one place for efficient reading.

Distraction and ad-free reading

As an efficient article summarizer tool, TLDR This meticulously eliminates ads, popups, graphics, and other online distractions, providing you with a clean, uncluttered reading experience. Moreover, it enhances your focus and comprehension by presenting the essential content in a concise and straightforward manner, thus transforming the way you consume information online.

Avoid the Clickbait Trap

TLDR This smartly selects the most relevant points from a text, filtering out weak arguments and baseless speculation. It allows for quick comprehension of the essence, without needing to sift through all paragraphs. By focusing on core substance and disregarding fluff, it enhances efficiency in consuming information, freeing more time for valuable content.

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TLDR This - Article Summarizer & Online Text Summarizing Tool

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TLDR This is a Free online text summarizing tool that automatically condenses long articles, documents, essays, or papers into key summary paragraphs using state-of-the-art AI.

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Create stunning original music for free in seconds using our AI generator. Make your own masterpieces, share with friends, and discover music from artists worldwide.

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AI as Research Assistant (Literature Review)

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AI as Research Assistant (Literature Review)

# data[].attributes.headline
AI as Research Assistant (Article Visualization)

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AI as Research Assistant (Article Visualization)

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ChatGPT is your AI chatbot for everyday use. Chat with the most advanced AI to explore ideas, solve problems, and learn faster.

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Using citations to find the most relevant literature

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Chat with DeepSeek AI | 和 DeepSeek AI 对话

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On a mission to

Bring out the world-building technowizard in everyone

We believe that the future belongs to the visionaries. At Blockade Labs, we're committed to breaking down the barriers between technology and creativity so that everyone can manifest their ideas into reality. Join us as we share our scientific spellcraft and keep an eye out for what's next!

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Explore limitless AI-generated 3D worlds with Blockade Labs' Skybox. Immerse yourself in new landscapes and environments.

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Connected Papers | Find and explore academic papers

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Connected Papers is a visual tool to help researchers and applied scientists find academic papers relevant to their field of work.

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"The best thing is that you don't have to go through all the struggle to figure out what words are required for your research and you can just sit back put a link of paper that you already have and start reading."

- A Happy Rabbit

"Having papers suggested that are both earlier and later than those already on my list, as well as the similar papers function, have helped me to find work I would have needed to pore over reference lists for ages to find otherwise. It's a huge time-saver!"

- An Efficient Rabbit

"It's intuitive and tremendously useful. You save a lot of time identifying the most influential papers in a topic/field. Every scientist should know this!"

- A Delighted Rabbit

"You have done an amazing job with this app-Revolutionary, in my humble opinion."

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"I'm delighted with this excellent app. How easy it is to get related papers, how fast it is to get a similar article. But mostly, the way to cluster papers by their relationship and by timeline is a fantastic feature. You have done something incredible."

- An Analytical Rabbit

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The most powerful discovery app ever built for researchers 🔥

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Gamma.work: Create an efficient AI assistant - Generate customized PPT with one click.

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Use AI to transform ideas into captivating presentations in seconds. Ideal for businesses, educators, and personal projects.

# data[].attributes.headline
AI as Research Assistant (Paper Summarizer)

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AI as Research Assistant (Paper Summarizer)

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Free Google Slides themes and Powerpoint templates | Slidesgo

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Discover the best Google Slides themes and PowerPoint templates you can use in your presentations - 100% Free for any use.

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ChatPDF is the fast and easy way to chat with any PDF, free and without sign-in. Talk to books, research papers, manuals, essays, legal contracts, whatever you have! The intelligence revolution is here, ChatGPT was just the beginning!

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The AI presentation platform built for enterprise teams. Beautiful.ai keeps every deck on-brand and ready to share across the whole company.

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Zotero is a powerful, easy-to-use research tool that helps you gather, organize, and analyze sources and then share the results of your research.

# data[].attributes.headline
AI as Research Assistant (Video Analyzer)

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AI as Research Assistant (Video Analyzer)

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CSM - Turn photos and videos into 3D worlds

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Common Sense Machines (CSM) is building an AI platform that lets users generate game-engine ready 3D assets from single images and videos.

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muse.ai | Next-gen video hosting with the most advanced in-video search

# data[].attributes.attachment_link.description
muse.ai is a next-gen ad-free video hosting platform that includes a powerful embed video player and the most advanced video search.

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Insta 3D is an AI tool that can convert any 2D image into a complete 3D world.

# data[].attributes.attachment_link.description
Canva is a free-to-use online graphic design tool. Use it to create social media posts, presentations, posters, videos, logos and more.

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AI and the future of education: disruptions, dilemmas and directions

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AI and the future of education: disruptions, dilemmas and directions

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UNESCO Guide for Generative AI in Education and Research

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UNESCO Guide for Generative AI in Education and Research

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Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, Mark Chen
Engineering, Design, Product, and Prototyping
Jeff Belgum, Dave Cummings, Jonathan Gordon, Chris Hallacy, Shawn Jain, Joanne Jang, Fraser Kelton, Vishal Kuo, Joel Lehman, Rachel Lim, Bianca Martin, Evan Morikawa, Rajeev Nayak, Glenn Powell, Krijn Rijshouwer, David Schnurr, Maddie Simens, Kenneth Stanley, Felipe Such, Chelsea Voss, Justin Jay Wang
Comms, Policy, Legal, Ops, Safety, and Security
Steven Adler, Lama Ahmad, Miles Brundage, Kevin Button, Che Chang, Fotis Chantzis, Derek Chen, Frances Choi, Steve Dowling, Elie Georges, Shino Jomoto, Aris Konstantinidis, Gretchen Krueger, Andrew Mayne, Pamela Mishkin, Bob Rotsted, Natalie Summers, Dave Willner, Hannah Wong
Acknowledgments
Thanks to those who helped with and provided feedback on this release: Sandhini Agarwal, Sam Altman, Chester Cho, Peter Hoeschele, Jacob Jackson, Jong Wook Kim, Matt Knight, Jason Kwon, Anna Makanju, Katie Mayer, Bob McGrew, Luke Miller, Mira Murati, Adam Nace, Hyeonwoo Noh, Cullen O'Keefe, Long Ouyang, Michael Petrov, Henrique Ponde de Oliveira Pinto, Alec Radford, Girish Sastry, Pranav Shyam, Aravind Srinivas, Ilya Sutskever, Preston Tuggle, Arun Vijayvergiya, Peter Welinder

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DALL·E 2 is an AI system that can create realistic images and art from a description in natural language.

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Strategic Intelligence | World Economic Forum

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Strategic insights and contextual intelligence from the World Economic Forum. Explore and monitor the issues and forces driving transformational change across economies, industries and systems.

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AI Detector - Accurate Chat GPT, GPT4 & AI Text Checker Tool

# data[].attributes.attachment_link.description
Detect chatGPT content for Free, simple way & High accuracy. OpenAI detection tool, ai essay detector for teacher. Plagiarism detector for AI generated text

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AI as Research Assistant (Thesis Reviewer)

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AI as Research Assistant (Thesis Reviewer)

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Today we’re at Molokini Crater. This pleasant cres

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Mentor for building a GenAI Dream Team in a university setting

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Mentor for building a GenAI Dream Team in a university setting

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AI as a Course Planner/Curriculum Designer

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AI as a Course Planner/Curriculum Designer

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CapCut's video upscaling free AI is powerful as well as versatile. Whether you're dealing with different video formats, contexts, resolutions, or anything else, CapCut's free video upscaler online has got your back covered! From professional projects to personal creations, achieve extraordinary results by processing and optimizing your videos to suit a wide range of needs and contexts.

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Let AI Video Upscaler Take Your Video to the Next Level

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Video upscaler to help you upscale videos for free. Learn how to use AI video upscaling to upscale videos to 4K. CapCut makes that possible for you!

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UNESCO AI and Education: Guidance for Policy Makers

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UNESCO AI and Education: Guidance for Policy Makers

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https://unesdoc.unesco.org/ark:/48223/pf0000376709

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A professor who reviews and gives feedback on postgraduate and undergraduate theses.

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A professor who reviews and gives feedback on PhD theses.

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An AI chatbot, or Artificial Intelligence chatbot, is a technology that uses natural language processing (NLP) and machine learning algorithms to understand and respond to your questions or commands in real time. It's designed to simulate human-like conversations and interactions.

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Academic mentor for excelling in professorial roles and leadership at national/international level

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Academic mentor for excelling in professorial roles and leadership at national/international level

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Assists in designing structured course plans and lesson outlines.

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Assists in designing structured course plans and lesson outlines.

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Living guidelines on the responsible use of generative AI in research

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Living guidelines on the responsible use of generative AI in research

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AI as Research Assistant (Journal Review & Analysis)

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AI as Research Assistant (Journal Review & Analysis)

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Evaluates research articles for top-tier academic journal submission.

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Designing Schools with Dr. Sabba Quidwai

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The rapid acceleration of artificial intelligence (AI) is transforming our world, and the emergence of chatbots like ChatGPT, and the integration of AI into Microsoft with Co-Pilot and others is a testament to this revolution. As we witness these groundbreaking advancements, schools have a critical role to play in preparing learners for a future that is already here.

As AI rapidly advances and becomes an integral part of our daily lives, we must adapt our educational systems to foster the skills and mindsets required to thrive in this new landscape. Now, more than ever, we need to embrace change and adopt innovative problem-solving approaches like design thinking, to reshape education and unlock the full potential of our learners with the skills that make us uniquely human.

While using ChatGPT can be great for writing emails, and automating our mundane tasks, it presents a larger opportunity to have a thought partner to solve challenges with, and design strategies for turning ideas into impact.

In this post, I share a framework called SPARK for designing effective prompts with ChatGPT and other generative AI tools.

Your Human Advantage: Using the SPARK Framework with ChatGPT

What Makes Us Uniquely Human

When thinking about your role, what do you want to be known for?

What you hear people respond with are the qualities that make us uniquely human. Traits like being a mentor, being reliable, being mission-driven as a leader, and being a role model for the values of the organization.

This question was inspired by the book Atomic Habits. And it has been an incredibly powerful question that sparks a connection in the audience as people reconnect and reflect on who they want to be. This has become my favorite question to ask any group I'm working with. And I encourage you to ask this as well. I have found that this subtle reminder of what makes us uniquely human creates an optimistic and enthusiastic environment when discussing AI technologies.

Join the 5-Day Master ChatGPT Challenge

The Master ChatGPT Challenge is a five-day journey that combines the power of AI with design thinking to help you supercharge your problem-solving skills and creativity.

Using the SPARK Framework to Generate Ideas with ChatGPT

These moments of sharing our hopes, dreams, and fears connect us and make us uniquely human. When we ask people what is holding them back, I am always in awe of the vulnerability with which people share. It's these curiosities that can help us SPARK the use of AI. To help you do this I created a framework you can use to apply design thinking when using ChatGPT to turn your obstacles into opportunities.

SPARK Ideas with AI

The SPARK framework was designed to help people reconnect with their hopes and dreams. Individuals and teams can use this to guide them through the process of identifying and solving problems by creating a clear, concise, and compelling narrative around a specific issue or challenge.
Note:
Always begin by confirming any method you use with the chatbot. In this example, we will use ChatGPT. This is the case for any method or strategy, always confirm what it knows.

[ START PROMPT] I want you to remember this framework and use it to help me design a solution.

1. Situation: Define the current situation or context that needs to be addressed.

2. Problem: Identify the problem or challenge that needs to be solved.

3. Aspiration: Describe the desired outcome or goal that you want to achieve.

4. Result: Explain the specific, measurable results that will be achieved through your solution.

5. Kismet: Share an element of surprise

Tell me when you remember [END PROMPT]

SPARK in Action: Education Example

Here you begin by describing the situation. The same way you onboard a new hire, is the same way you want to onboard your AI. Tell them about your unique context, the more details you input, the more precise your output will be.
Example:

Once we enter the prompt into ChatGPT your assistant gets to work! The key to continuing the conversation is to treat it like your assistant. Scroll through the gallery to see the conversation.

It All Starts with A Human Prompt

With technology this powerful it's a shame to simply use it to substitute tasks like quizzes and grading. While those are important elements, this is an opportunity to step back and really examine what your learners need. What experiences do you wish you could create but simply don't have the time to do?

Integrating the SPARK framework into how you use tools like ChatGPT can help you focus on developing skills. Such as creativity, collaboration, communication, and problem-solving. These skills are the foundation for success in the age of AI. They enable individuals to adapt to new technologies, engage with complex issues, and contribute meaningfully to society. By fostering these skills, we can ensure that students are better prepared to navigate the rapidly changing landscape of the 21st century.

The Future of AI in Education

As we look to the future, the integration of AI, like ChatGPT, into various aspects of our lives will only continue to accelerate. As a society, we must rise to the challenge and seize the opportunity to reshape education. Ensuring that the next generation of students and educators can thrive in this new era.

Let us come together as educators, policymakers, parents, and students to champion the adoption of design thinking in our schools. By doing so, we can dismantle the panopticon-like structures that have stifled innovation and creativity in education for far too long. The future of our world depends on our ability to adapt, learn, and grow. It's time to embrace change and unlock the limitless potential of our students and teachers. Together, we can create a brighter, more prosperous future for all.

If you're interested in learning more about strengthening your AI literacy skills with how you use ChatGPT, and other AI tools to create dynamic and engaging learning experiences I invite you to join our first cohort of The AI Bootcamp, a self-paced course that begins May 17.

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Using the SPARK Framework with ChatGPT - Designing Schools with Dr. Sabba Quidwai

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In this post, I share a framework called SPARK for designing effective prompts with ChatGPT and other generative AI tools.

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Generates MQA-compliant Table 4s from course syllabi in BM and English.

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Generates MQA-compliant Table 4s from course syllabi in BM and English.

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Visionary university leader advising bold leadership in academia

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Visionary university leader advising bold leadership in academia

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These models increase image resolution and quality.

Read our guide to upscaling images with AI to learn about various upscaling models.

Key capabilities of upscaling models:

Super-resolution - Upscale images by inferring high frequency details. Allows increasing resolution without losing quality.

Noise reduction - Remove artifacts and imperfections during upscaling. Results in cleaner image.

Face restoration - Improve facial features and textures for more natural faces.

Control over style - Adjust degree of realism vs hallucination during upscaling.

For most upscaling needs, we recommend the batouresearch/magic-image-refiner model. This very flexible model can be used for upscaling, refining an image, or inpainting. The model can upscale images to either 1024x1024px or 2048x2048px, producing stunning results with significant detail.

Increase the resemblance parameter to get a more precise recreation of your original input image. Or, if you're looking for something new and interesting, crank up the creativity parameter to encourage hallucination and create a new image inspired by your original input.

You may also be interested in the sister model, batouresearch/high-resolution-controlnet-tile, which upscales to a larger resolution of 2560x2560. However, it runs slower and produces less realistic-looking results.

If you need to upscale a large volume of images, we suggest using nightmareai/real-esrgan.

It runs fast on cheaper GPUs, like the Nvidia T4 (~1.8s for a 2x upscale), and produces reasonably good upscaled images without too many image scaling artifacts. Real-ESRGAN also includes an optional face_enhance option, which can help improve the quality and realism of AI-generated faces.

You can run Real-ESRGAN on an Nvidia A100 for faster upscaling speed (~0.7s for a 2x upscale) and 2.5x the amount of GPU RAM, allowing for significantly larger images. Just keep in mind that A100 GPUs cost more than T4 GPUs.

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These models increase image resolution and quality. Read our guide to upscaling images with AI to learn about various upscaling models. Key capabilities of upscaling models: Super-resolution - Upscale images by inferring high frequency details. Allows increasing resolution without losing quality. Noise reduction - Remove artifacts and imperfections during upscaling.

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According to the Guidelines, trustworthy AI should be:

(1) lawful - respecting all applicable laws and regulations

(2) ethical - respecting ethical principles and values

(3) robust - both from a technical perspective while taking into account its social environment

Download the Guidelines in your language below:

The Guidelines put forward a set of 7 key requirements that AI systems should meet in order to be deemed trustworthy. A specific assessment list aims to help verify the application of each of the key requirements:

Human agency and oversight: AI systems should empower human beings, allowing them to make informed decisions and fostering their fundamental rights. At the same time, proper oversight mechanisms need to be ensured, which can be achieved through human-in-the-loop, human-on-the-loop, and human-in-command approaches

Technical Robustness and safety: AI systems need to be resilient and secure. They need to be safe, ensuring a fall back plan in case something goes wrong, as well as being accurate, reliable and reproducible. That is the only way to ensure that also unintentional harm can be minimized and prevented.

Privacy and data governance: besides ensuring full respect for privacy and data protection, adequate data governance mechanisms must also be ensured, taking into account the quality and integrity of the data, and ensuring legitimised access to data.

Transparency: the data, system and AI business models should be transparent. Traceability mechanisms can help achieving this. Moreover, AI systems and their decisions should be explained in a manner adapted to the stakeholder concerned. Humans need to be aware that they are interacting with an AI system, and must be informed of the system's capabilities and limitations.

Diversity, non-discrimination and fairness: Unfair bias must be avoided, as it could could have multiple negative implications, from the marginalization of vulnerable groups, to the exacerbation of prejudice and discrimination. Fostering diversity, AI systems should be accessible to all, regardless of any disability, and involve relevant stakeholders throughout their entire life circle.

Societal and environmental well-being: AI systems should benefit all human beings, including future generations. It must hence be ensured that they are sustainable and environmentally friendly. Moreover, they should take into account the environment, including other living beings, and their social and societal impact should be carefully considered.

Accountability: Mechanisms should be put in place to ensure responsibility and accountability for AI systems and their outcomes. Auditability, which enables the assessment of algorithms, data and design processes plays a key role therein, especially in critical applications. Moreover, adequate an accessible redress should be ensured.

The AI HLEG has also prepared a document which elaborates on a Definition of Artificial Intelligence used for the purpose of the Guidelines.

Download the Definition of AI in your language below:

Piloting Process

The document also provides an assessment list that operationalises the key requirements and offers guidance to implement them in practice. Starting from the 26th of June, this assessment list underwent a piloting process, to which all stakeholders were invited to test the assessment list and provide practical feedback on how it can be improved.

Feedback was received through different tracks:

An open survey or "quantitative analysis" sent to all those who registered to the piloting

In-depth interviews with a number of representative organisations to gather more detailed feedback for different sectors

Continuous possibility to upload feedback and best practices through the European AI Alliance

The piloting phase closed on 1 December 2019

Based on the feedback received, the AI HLEG presented the final Assessment List for Trustworthy AI (ALTAI) in July 2020. ALTAI is practical tool that translates the Ethics Guidelines into an accessible and dynamic (self-assessment) checklist. The checklist can be used by developers and deployers of AI who want to implement the key requirements in practice. This new list is available as a prototype web based tool and in PDF format.

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On 8 April 2019, the High-Level Expert Group on AI presented Ethics Guidelines for Trustworthy Artificial Intelligence. This followed the publication of the guidelines' first draft in December 2018 on which more than 500 comments were received through an open consultation.

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Evaluates research articles for top-tier academic journal submission.

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Evaluates research articles for top-tier academic journal submission.

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Talk with Claude, an AI assistant from Anthropic

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Use CREATE Framework for ChatGPT Prompts

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Use CREATE Framework for ChatGPT Prompts

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Uplevel your prompt craft in ChatGPT with the CREATE framework - Tom Barrett

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This post explores the various components of crafting high-quality prompts for different Artificial Intelligence (AI) tools like DALLE-2 and ChatGPT. I share the CREATE framework to communicate best practices and critical guidelines. The framework aims to help people write better prompts and improve their prompt craft skills.

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University HR consultant focused on staff and operations

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University HR consultant focused on staff and operations

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An integrated lesson planning platform

All your tools in one place

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Eduaide.Ai is an AI-driven platform that helps educators create lesson plans, teaching resources, and assessments.

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Digital Learning | HelmiNorman.com | UKM

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HelmiNorman.com is Ts Dr Helmi Norman’s webpage for sharing and connecting with the organizations and the public on digital learning and pedagogy design, as well as strategies on moving towards digital innovations.

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AI as Research Assistant (Grant Proposal Consultant)

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AI as Research Assistant (Grant Proposal Consultant)

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Forbes: 7 Steps for Effective ChatGPT Prompts

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Forbes: 7 Steps for Effective ChatGPT Prompts

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How to write effective prompts for ChatGPT: 7 essential steps for best results
Lucas Pimentel

Without knowing how to prompt ChatGPT effectively it will remain a novelty tool with no real value. You'll create generic mediocrity, not masterpieces worthy of sharing. You'll waste more time than you save. The novelty factor will soon wear off and you'll be back at the drawing board running your business the manual way.

What's the alternative? Learn how to prompt effectively. Lucas Pimentel is an AI developer and self-confessed "prompt junkie" who publicly builds apps with artificial intelligence to solve real business problems. He tweets about AI, prompting and solopreneurship and releases guides to ChatGPT prompting to help others do the same. Pimentel suggested that "creating good prompts is easy when you follow the right framework and take out the guesswork," leading to reliable ways to automate tasks.

Here's how to write great ChatGPT prompts in 7 steps:

Assign A Role

ChatGPT can be all things to all people, so tell if who you want it to be for you. "Assigning a role to your AI counterpart will make them adopt the behavior of the role you assign." It sounds so simple, but plenty of people miss out on this first step.

"You will realize that the overarching theme of a good prompt is to control the behavior of the AI, while giving it enough room to be creative." Pimentel said this can be "a hard balance to strike."

In practice, use the line, "You will take the role of a [role]," where this might be a social media expert, compassionate speaker, personal development coach, or anything else. Decide who you want ChatGPT to embody as you move through the next steps,

Give A Clear, Descriptive, And Accurate Task

Tell ChatGPT what you want it to do. "I want you to [instruction]," where the instruction is, "a clear, descriptive, and accurate task," advised Pimentel. "The more comprehensive your prompt, the better the results will be."

This is the difference between asking, "Write me a blog post," and "Write me a six paragraph first-person blog post designed for an audience of cat lovers, that includes a funny story, ends with a question, shares that I have a ginger cat called Orlando and mentions [brand name] of cat food."

Pimentel said you don't need to put everything in one prompt. "You can even break down bigger tasks into smaller ones." Perhaps you first ask for headline options, then summaries, then you get down to the main event. Either way, be incredibly accurate in your ask.

Provide Context

Context matters. Here's where Pimentel said you should, "include everything in your prompt that you think will help ChatGPT do a better job." When Pimentel asks the AI to write for him, he includes information on the writing style that he likes, the purpose of the text and any background information to set up the scene and guide the piece.

If in doubt, give more context. Get creative with the backstory and the minutiae of information. You never know what the extra material might mean for what is produced.

If you're asking ChatGPT to write in your style, tell it who you are and what you do. If you want it to produce the words for your website's homepage, explain your company's mission first. Anything you want to create, go into detail when setting the scene.

Provide Examples

Don't just tell ChatGPT the context, show them too. "Examples will help the AI emulate a style and do exactly what you want," said Pimentel. "Stuff it with examples of the tasks you want it to achieve."

Large language models are capable of processing copious amounts of data. Unlike a human, who might make notes and forget about most of them, a model will process requests and handle every bit of information. Make the most of this power in your prompts.

Whatever you're asking for, give ChatGPT an example of what you want. If you want it to write tweets, copy in tweets that previously did well. If you want it to make you an SOP, paste one in that's exactly the right style. These examples don't have to be your own, you can give it a repertoire of content to emulate from multiple sources.

How to write effective prompts for ChatGPT: 7 simple steps
getty

Create Rules

With humans and machines, following rules produces the best results. Pimentel said most people miss this part out, because they think it's redundant, "but it's actually key to getting the most out of your models." Here's where you go ahead and list everything you want the AI to do.

Be specific in your rules. Ask for the output in a two column table, in sentence case, or explained in a way a 5-year-old could understand. Ask for a specific number of words per sentence, ask for certain objects to be mentioned, instruct it along the straight and narrow like the strictest of headmasters.

The more definite the rules you put in, the more ChatGPT can be creative within those rules. Its high processing power should consider what's required.

Create Constraints

"I like to separate what I want the AI to do and what I don't want it to do in two different instructions, because I believe this yields better outputs," said Pimentel. So, as well as telling your AI the rules, in the last step, tell it what to avoid. "Create a list of constraints for what you don't want the AI to do."

ChatGPT will find a way to follow your constraints, so try a few out and see how it performs. You can always edit your prompt to regenerate the response if it doesn't go well, or if you want to add more. A human might ignore them, but a machine won't.

The constraints included in your prompt can be as specific as you like: "Don't use two words when one will suffice." "Don't use idioms." "Don't alienate the audience by [action]." "Don't use the letter W." Whatever constraints you put in place, ChatGPT will work within them or give you a very good reason why it can't.

Evaluate And Iterate

Finally, be prepared to make changes. "You will rarely create the perfect prompt to automate a time-consuming task from the start," said Pimentel. So have patience. Pimentel knows this process is iterative, so after each set of results, evaluate, make changes to your prompt and see if you can get better results.

"Save your prompt somewhere handy," he added. The goal is that you refine it over time so, one day soon, you will find the perfect recipe that can keep delivering. But don't stop until you get there.

This might not happen in one go, it might take a few weeks. "Next time, try to make the prompt a little better," he said. Think small, iterative changes, not wholesale edits or going back to the drawing board.

Garbage in, garbage out. Genius in, genius out. Learn how to prompt ChatGPT effectively to unlock a new level of output and stop wasting your time. Follow these seven simple steps to perfect, repeatable prompting that will turn you and your AI co-pilot into an impressive output machine.

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How To Write Effective Prompts For ChatGPT: 7 Essential Steps For Best Results

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Without knowing how to prompt ChatGPT effectively, it will remain a novelty tool with no real value. Here's how to write great ChatGPT prompts in 7 simple steps.

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A visionary educational mentor focused on future-ready K-12 learning strategies.

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A visionary educational mentor focused on future-ready K-12 learning strategies.

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Creates professional event proposals, agendas, itineraries, and activity plans.

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Generate a lesson plan for a topic or objective you're teaching.

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A Toolkit on Generative AI Tools for Higher Education

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A Toolkit on Generative AI Tools for Higher Education By Associate Professor Ts Dr Helmi Norman, Universiti Kebangsaan Malaysia

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Malaysia Gen AI Guidelines for Higher Education

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Malaysia Gen AI Guidelines for Higher Education

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Drafts and refines academic research proposals for grants and funding agencies.

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Drafts and refines academic research proposals for grants and funding agencies.

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Yippity | AI Question Generator: Instant Multiple Choice, True/False, Fill-in-the-Blank Questions & More!

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Yippity: Your go-to platform for generating AI-driven questions. Convert any text into a quiz - from multiple choice to fill-in-the-blanks, effortlessly.

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ChatGPT and tools like it have made AI available to the masses. We can now get all sorts of responses back on almost any topic imaginable. These bots can come up with sonnets, code, philosophy, and more.

However, while you can just type anything you like into ChatGPT and get it to understand you, there are ways of getting more interesting and useful results out of the bot. This "prompt engineering" is becoming a specialized skill of its own.

Sometimes all it takes is the addition of a few more words or an extra line of instruction and you can get ChatGPT responses that are a level above what everyone else is seeing-and we've included several examples below.

For the purposes of this guide, we tested these prompts with GPT-4: The latest version of ChatGPT at the time of writing, but only available to some users. However, they should work fine with older versions of ChatGPT too.

Get Your Answers in Tabular Form

ChatGPT can give you responses in the form of a table if you ask. This is particularly helpful for getting information or creative ideas. For example, you could tabulate meal ideas and ingredients, or game ideas and equipment, or the days of the week and how they're said in a few different languages.

Using follow-up prompts and natural language, you can have ChatGPT make changes to the tables its drawn and even produce them in a standard format that can be understood by another program (such as Microsoft Excel).

Output Text in the Style of Your Favorite Author

With some careful prompting, you can get ChatGPT out of its rather dull, matter-of-fact, default tone and into something much more interesting-such as the style of your favorite author, perhaps.

You could go for the searing simplicity of an Ernest Hemingway or Raymond Carver story, for instance, or the lyrical rhythm of a Shakespearean play, or the density of a Dickens novel. The end results don't come close to the genius of the actual authors themselves, but it's another way of being more creative with the output you get.

Set Limits on the Answers You Get

ChatGPT can really impress when it's given restrictions to work inside, so don't be shy when it comes to telling the bot to limit its responses to a certain number of words or a certain number of paragraphs.

It could be everything from condensing the information in four paragraphs down into one, or even asking for answers with words of seven characters or fewer (just to keep it simple). If ChatGPT doesn't follow your responses properly, you can correct it, and it'll try again.

Keep Your Audience in Mind

Another way of tweaking the way that ChatGPT responds to you is to tell it who its audience is. You might have seen the videos in which complex subjects are explained to people with different levels of understanding, and this works in a similar way.

For example, you can tell ChatGPT that you are speaking to a bunch of 10-year-olds or to an audience of business entrepreneurs and it will respond accordingly. It works well for generating multiple outputs along the same theme.

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11 Tips to Take Your ChatGPT Prompts to the Next Level

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Sure, anyone can use OpenAI's chatbot. But with smart engineering, you can get way more interesting results.