Tag: AI for STEM

Educational mobile apps ideas that leverage generative AI.

Here are a few innovative educational mobile app ideas that leverage generative AI, offering functionalities beyond what ChatGPT provides:

Listen to the podcast here.

1. AI-Based Customized Learning Path Creator:

   • Concept: An app that uses generative AI to analyze a student’s learning style, strengths, and weaknesses, and then creates a personalized learning path with tailored resources and activities.
   • Unique Feature: Unlike ChatGPT, which primarily responds to queries, this app actively assesses and guides the user’s educational journey.
   • While ChatGPT can suggest learning resources, a dedicated app can provide a more structured and personalized learning path, continuously adapting to the user’s progress.

2. Interactive AI Tutor for Problem Solving:

   • Concept: This app focuses on STEM subjects, using generative AI to create unique problem sets and provide step-by-step solutions with explanations. The AI can generate new problems based on the student’s progress.
   • Unique Feature: The app would offer an interactive problem-solving experience, adapting the difficulty and type of problems in real-time.
   • ChatGPT can help with problem-solving, but an app designed specifically for STEM education can offer a more interactive and subject-focused approach, with features like visual aids, interactive simulations, and progress tracking.

3. AI-Driven Language Learning Companion:

   • Concept: An app that uses AI to generate conversational scenarios in various languages, helping users practice speaking and comprehension in a simulated real-world context.
   • Unique Feature: It focuses on verbal interaction and contextual learning, providing a more immersive language learning experience than typical chat-based apps.
   • ChatGPT can assist in language learning, but a dedicated app can create immersive scenarios, use speech recognition for pronunciation practice, and provide a more structured language learning program.

4. Generative AI Storytelling for Creative Writing:

   • Concept: This app helps students enhance their creative writing skills by generating story prompts, character ideas, or even continuing a story based on the student’s input.
   • Unique Feature: It focuses on creativity and storytelling, aiding in the development of writing skills through AI-generated content.
   • While ChatGPT can generate story prompts, a specialized app could offer a more comprehensive suite of creative writing tools, including workshops, peer review, and guided writing exercises.

5. AI Music Composition and Theory Teaching Tool:

   • Concept: An app that teaches music theory by generating music sheets or compositions based on AI algorithms. Users can input specific genres, moods, or instruments, and the AI creates music pieces accordingly.
   • Unique Feature: Unlike ChatGPT, this app focuses on music education, leveraging AI to compose and demonstrate music theory concepts.
   • ChatGPT might assist in some aspects of music theory, but an app focused on music education could integrate AI-generated music with interactive learning modules, listening exercises, and more complex composition tools.

6. Generative Art History and Appreciation App:

   • Concept: This app uses AI to generate art pieces in the style of various historical periods or artists. It also provides educational content about art history and techniques.
   • Unique Feature: It combines art creation with educational content, making art history interactive and engaging.
   • ChatGPT can provide information on art history, but an app can offer a more visual and interactive experience, with virtual art gallery tours, style emulation, and detailed analyses of art techniques.

7. AI-Enhanced Public Speaking and Presentation Trainer:

   • Concept: The app uses AI to analyze speech patterns and content, offering tips and exercises to improve public speaking skills.
   • Unique Feature: It’s a speech improvement tool that provides real-time feedback and tailored coaching, unlike typical text-based AI applications.
   • While ChatGPT can offer tips on public speaking, a dedicated app can use speech recognition to provide real-time feedback on aspects like pacing, tone, and filler word usage.

Each of these app ideas leverages generative AI in unique ways, focusing on different aspects of education and learning, and providing experiences that go beyond the capabilities of a standard AI chatbot like ChatGPT.

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A Daily Chronicle of AI Innovations in December 2023

Educational mobile apps ideas that leverage generative AI: Podcast Transcript

Welcome to AI Unraveled, the podcast that demystifies frequently asked questions on artificial intelligence and keeps you up to date with the latest AI trends. In today’s episode, we’ll cover innovative educational mobile app ideas that leverage generative AI, including customized learning paths, interactive problem-solving, immersive language learning, creative writing support, music education, art history, and public speaking training, as well as the book “AI Unraveled” that answers frequently asked questions about artificial intelligence.

So, today I want to share with you some really cool educational mobile app ideas that go beyond what ChatGPT can do. These ideas leverage the power of generative AI to offer unique functionalities and experiences. Let’s dive right in!

The first app idea is an AI-Based Customized Learning Path Creator. This app would use generative AI to analyze a student’s learning style, strengths, and weaknesses, and then create a personalized learning path with tailored resources and activities. Unlike ChatGPT, which primarily responds to queries, this app would actively assess and guide the user’s educational journey. While ChatGPT can suggest learning resources, a dedicated app can provide a more structured and personalized learning path, continuously adapting to the user’s progress.

Next up, we have an Interactive AI Tutor for Problem Solving. This app would focus on STEM subjects and use generative AI to create unique problem sets and provide step-by-step solutions with explanations. The AI could even generate new problems based on the student’s progress. What sets this app apart is its interactive problem-solving experience, adapting the difficulty and type of problems in real-time. While ChatGPT can help with problem-solving, an app designed specifically for STEM education can offer a more interactive and subject-focused approach. Imagine visual aids, interactive simulations, and progress tracking to enhance the learning experience.

Now, let’s talk about an AI-Driven Language Learning Companion. This app would use AI to generate conversational scenarios in various languages, helping users practice speaking and comprehension in a simulated real-world context. What makes it unique is its focus on verbal interaction and contextual learning. By providing a more immersive language learning experience than typical chat-based apps, this dedicated app can take language learning to a whole new level. Picture speech recognition for pronunciation practice, structured language programs, and even immersive scenarios to practice your skills in a real-world context.

Moving on, we have Generative AI Storytelling for Creative Writing. This app aims to help students enhance their creative writing skills by generating story prompts, character ideas, or even continuing a story based on the student’s input. It’s all about creativity and storytelling! While ChatGPT can generate story prompts, a specialized app would offer a broader range of creative writing tools. Think workshops, peer review features, and guided writing exercises to truly develop your writing skills through AI-generated content.

Now, let’s explore an AI Music Composition and Theory Teaching Tool. This app would teach music theory by generating music sheets or compositions based on AI algorithms. Users could input specific genres, moods, or instruments, and the AI would create music pieces accordingly. It’s all about making music education more accessible! While ChatGPT might assist in some aspects of music theory, an app focused on music education could integrate AI-generated music with interactive learning modules, listening exercises, and even more complex composition tools.

Next, we have the Generative Art History and Appreciation App. This app would use AI to generate art pieces in the style of various historical periods or artists while also providing educational content about art history and techniques. By combining art creation with educational content, this app would make art history interactive and engaging. While ChatGPT can provide information on art history, imagine being able to take virtual art gallery tours, emulate different styles, and dive into detailed analyses of art techniques, all in one app.

Last but not least, let’s talk about an AI-Enhanced Public Speaking and Presentation Trainer. This app would use AI to analyze speech patterns and content, offering tips and exercises to improve public speaking skills. Its unique feature lies in providing real-time feedback and tailored coaching, unlike typical text-based AI applications. While ChatGPT can offer general tips on public speaking, a dedicated app can go the extra mile by utilizing speech recognition to provide real-time feedback on aspects like pacing, tone, and filler word usage. Imagine having a personal speech coach right in your pocket!

So, as you can see, each of these app ideas leverages generative AI in unique ways, focusing on different aspects of education and learning. They provide experiences that go beyond the capabilities of a standard AI chatbot like ChatGPT. From customized learning paths and interactive problem-solving to immersive language learning and creative writing assistance, the possibilities are endless with generative AI in the educational mobile app space.

Are you ready to dive into the fascinating world of artificial intelligence? Well, I’ve got just the thing for you! It’s an incredible book called “AI Unraveled: Demystifying Frequently Asked Questions on Artificial Intelligence.” Trust me, this book is an absolute gem!

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This book is a must-have for anyone eager to expand their understanding of AI. It takes those complicated concepts and breaks them down into easily digestible chunks. No more scratching your head in confusion or getting lost in a sea of technical terms. With “AI Unraveled,” you’ll gain a clear and concise understanding of artificial intelligence.

So, if you’re ready to embark on this incredible journey of unraveling the mysteries of AI, go ahead and grab your copy of “AI Unraveled” today. Trust me, you won’t regret it!

In this episode, we explored innovative educational mobile app ideas incorporating generative AI and discussed the book “AI Unraveled” that tackles common questions about artificial intelligence. Join us next time on AI Unraveled as we continue to demystify frequently asked questions on artificial intelligence and bring you the latest trends in AI, including ChatGPT advancements and the exciting collaboration between Google Brain and DeepMind. Stay informed, stay curious, and don’t forget to subscribe for more!

• Regarding the naming of the models
  by /u/BlakeSergin (OpenAI) on September 14, 2024 at 11:09 am

  Lets look at this for a second. Sam Altman is playing a game here, and its a good one. If you’ve checked his page, he’s posted frequently about strawberries. Most of his current development revolves around this “Strawberry”. Now here is where it gets interesting. Strawberry has ten letters in total. 10? What does this have to do with anything? Have you noticed? What do you get when you flip the number 10. You get 01. Lets make it subtle and it becomes o1. o1 is basically the Orion model in development. Orion? Thats 5 letters. But Orion isnt their best model. Strawberry is. 5+5 equals 10 = Strawberry. TLDR: 10 submitted by /u/BlakeSergin [link] [comments]

• Are usage caps of o1-preview and o1-mini separate?
  by /u/Able_Possession_6876 (OpenAI) on September 14, 2024 at 10:42 am

  So if I use 30/week of o1-preview, I still have 50/week available for o1-mini? submitted by /u/Able_Possession_6876 [link] [comments]

• Summary of what we have learned during AMA hour with the OpenAI o1 team today
  by /u/Wiskkey (OpenAI) on September 14, 2024 at 9:54 am

  submitted by /u/Wiskkey [link] [comments]

• just say i don't know !
  by /u/DantyKSA (OpenAI) on September 14, 2024 at 9:48 am

  submitted by /u/DantyKSA [link] [comments]

• Why don't companies offer the option to run a double AI one answering and the other fact check?
  by /u/DantyKSA (OpenAI) on September 14, 2024 at 6:34 am

  I have been trying both GPT-4o-Mini and Claude-3.5-sonnet I asked both of them the same question How many ascendancies in path of exile 2 ? The right answer is 36 however both of them answered 19 so i asked them both how do you know that it's 19 ? GPT-4o-Mini answered by saying that it basically got it from an official announcement and updates from GGG(developers of path of exile 2) On the other hand Claude-3.5-Sonnet answered by saying oh i'm sorry you are right to question this and then fixed his answer by saying he doesn't know how many ascendancies in path of exile 2 A lot of AI bad answers seems to be fixed as soon as you point out the mistake even when you are not direct so i wonder why don't we have an Ai that actually have 2 versions of itself where the second version job is to just take the answer the first AI spit out and before showing it to the user question the first AI about it and then when the other AI make changes to it's output the second AI take it and give it to the user The second AI doesn't need to do anything complex it can just do what i did they ask "how do you know (insert something the first AI claimed)?" And whether it changed it's answer or not just post the final result to the user It won't fix everything similar to how my question to GPT-4o-Mini didn't fix it but it definitely can catch some stuff and improve it even if by a little bit no ? submitted by /u/DantyKSA [link] [comments]

• Restrictions on Internal Chain of Thought
  by /u/notarobot4932 (OpenAI) on September 14, 2024 at 5:12 am

  Apparently this model isn’t allowed to reveal its thought process…even though the whole point is to display its thought process. submitted by /u/notarobot4932 [link] [comments]

• Truths that may be difficult for some
  by /u/Inspireyd (OpenAI) on September 14, 2024 at 5:08 am

  The truth is that OpenAI is nowhere near achieving AGI. Otherwise, they would be confident and happy, not so sensitive and easily irritated. It seems that, at the current moment, language models have reached a plateau, and there's no real competitive edge. OpenAI employees are working overtime to sell some hype because the company burns billions of dollars per year, with a high chance that this might not lead anywhere. These people are super stressed!! submitted by /u/Inspireyd [link] [comments]

• IMDB and AI-generated reviews
  by /u/meccaleccahimeccahi (OpenAI) on September 14, 2024 at 4:25 am

  Dead Internet theory, here we come. FWIW, the movie was surprisingly good and I was reading the reviews to find out why everybody was saying it wasn’t. submitted by /u/meccaleccahimeccahi [link] [comments]

• OpenAI to abandon non-profit structure and become for-profit entity.
  by /u/damontoo (OpenAI) on September 14, 2024 at 3:44 am

  submitted by /u/damontoo [link] [comments]

• One-Minute Daily AI News 9/13/2024
  by /u/Excellent-Target-847 (Artificial Intelligence) on September 14, 2024 at 3:33 am

  Meta to push on with plan to use UK Facebook and Instagram posts to train AI.[1] Sergey Brin says he doesn’t think Google engineers use AI for coding as much as they should.[2] Italy tests AI-assisted teaching in schools to boost IT skills.[3] Salesforce deploys autonomous AI agents, hailing ‘the third wave of the AI revolution’.[4] Sources: [1] https://www.theguardian.com/business/2024/sep/13/meta-to-push-on-with-plan-to-use-uk-facebook-and-instagram-posts-to-train-ai [2] https://www.msn.com/en-us/money/other/sergey-brin-says-he-doesnt-think-google-engineers-use-ai-for-coding-as-much-as-they-should/ar-AA1qo1GP [3] https://finance.yahoo.com/news/italy-tests-ai-assisted-teaching-175510242.html [4] https://finance.yahoo.com/news/salesforce-deploys-autonomous-ai-agents-hailing-the-third-wave-of-the-ai-revolution-160551970.html submitted by /u/Excellent-Target-847 [link] [comments]