AI Jobs and Career
And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.
- Full Stack Engineer [$150K-$220K]
- Software Engineer, Tooling & AI Workflow, Contract [$90/hour]
- DevOps Engineer, India, Contract [$90/hour]
- More AI Jobs Opportunitieshere
| Job Title | Status | Pay |
|---|---|---|
| Full-Stack Engineer | Strong match, Full-time | $150K - $220K / year |
| Developer Experience and Productivity Engineer | Pre-qualified, Full-time | $160K - $300K / year |
| Software Engineer - Tooling & AI Workflows (Contract) | Contract | $90 / hour |
| DevOps Engineer (India) | Full-time | $20K - $50K / year |
| Senior Full-Stack Engineer | Full-time | $2.8K - $4K / week |
| Enterprise IT & Cloud Domain Expert - India | Contract | $20 - $30 / hour |
| Senior Software Engineer | Contract | $100 - $200 / hour |
| Senior Software Engineer | Pre-qualified, Full-time | $150K - $300K / year |
| Senior Full-Stack Engineer: Latin America | Full-time | $1.6K - $2.1K / week |
| Software Engineering Expert | Contract | $50 - $150 / hour |
| Generalist Video Annotators | Contract | $45 / hour |
| Generalist Writing Expert | Contract | $45 / hour |
| Editors, Fact Checkers, & Data Quality Reviewers | Contract | $50 - $60 / hour |
| Multilingual Expert | Contract | $54 / hour |
| Mathematics Expert (PhD) | Contract | $60 - $80 / hour |
| Software Engineer - India | Contract | $20 - $45 / hour |
| Physics Expert (PhD) | Contract | $60 - $80 / hour |
| Finance Expert | Contract | $150 / hour |
| Designers | Contract | $50 - $70 / hour |
| Chemistry Expert (PhD) | Contract | $60 - $80 / hour |
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:

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.
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.
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.
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.
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.
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.
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.
Are you eager to expand your understanding of artificial intelligence? Look no further than the essential book “AI Unraveled: Demystifying Frequently Asked Questions on Artificial Intelligence,” available at Etsy, Shopify, Apple, Google, or Amazon

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.
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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.
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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.
AI Jobs and Career
And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.
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.
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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!
Now, you might be wondering where you can get your hands on this treasure trove of knowledge. Look no further, my friend. You can find “AI Unraveled” at popular online platforms like Etsy, Shopify, Apple, Google, and of course, our old faithful, Amazon.
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!
- Embedding Drift silently broke our RAGby /u/coolandy00 (Artificial Intelligence (AI)) on December 4, 2025 at 11:47 pm
Our RAG stack degraded slowly over months. Text-shape differences created different embedding vectors Hidden characters slipped in from OCR Partial updates mixed old and new embeddings Incremental index rebuilds drifted from ground truth Retrieval looked random at times, but the retriever wasn’t the problem. We enforced a consistent embedding pipeline: Canonical preprocessing that never changes silently Full re-embeddings instead of patching Version-pinned embedding model Stable index rebuild rules tied to segmentation changes Impact: Retrieval reliability improved immediately Embedding clusters became predictable Fewer “mysterious RAG failures” Debug time dropped dramatically Have you seen embedding drift show up in long-running systems? submitted by /u/coolandy00 [link] [comments]
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I have used CHATGPT for several months and I think that at would have been perfect for this task but now that I want to do it, it seems they have completely throttled it's capabilities. It used to pretty much only offer to make me PDFS and now it says it can't. Essentially: I run a very small business. I want to automate a simple task. I want to upload a pdf of a completed work order and I want Ai to take information from that work order and populate it onto an invoice template. And then provide me a pdf that has a copy of the work order and the invoice with the information filled out. What should I use to do this? submitted by /u/valardohaerisx [link] [comments]
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submitted by /u/GregWilson23 [link] [comments]
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https://claude.ai/share/5439bbcf-e1b2-4ec0-be5c-63fdebfb7348 we may as well change things as quickly as possible. These big companies are too bloated. Easily out maneuvered - fuck these monopoly man. get out there and make something , solve a problem fix your corner of the world and don't try to become a billionaire try to become part of a fabric, part of a community, something tethered by love. submitted by /u/Turtle2k [link] [comments]
- Meta eyes budget cuts for its metaverse group as CEO Mark Zuckerberg doubles down on AIby /u/businessinsider (Artificial Intelligence (AI)) on December 4, 2025 at 9:51 pm
submitted by /u/businessinsider [link] [comments]
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submitted by /u/Ridwann [link] [comments]
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submitted by /u/Fcking_Chuck [link] [comments]
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I am a college student that was trying to do a bonus assignment and Chat GPT refused to help me because it said it was against its polices and believed I could get into trouble. Honestly pretty frustrating because I pay $20 a month for it and it would not even help me with a BS assignment. Has anyone switched over to Grok? What do you think about it? submitted by /u/lil_tunechi1 [link] [comments]
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submitted by /u/wiredmagazine [link] [comments]
- Embedding Drift silently broke our RAGby /u/coolandy00 (Artificial Intelligence (AI)) on December 4, 2025 at 11:47 pm
Our RAG stack degraded slowly over months. Text-shape differences created different embedding vectors Hidden characters slipped in from OCR Partial updates mixed old and new embeddings Incremental index rebuilds drifted from ground truth Retrieval looked random at times, but the retriever wasn’t the problem. We enforced a consistent embedding pipeline: Canonical preprocessing that never changes silently Full re-embeddings instead of patching Version-pinned embedding model Stable index rebuild rules tied to segmentation changes Impact: Retrieval reliability improved immediately Embedding clusters became predictable Fewer “mysterious RAG failures” Debug time dropped dramatically Have you seen embedding drift show up in long-running systems? submitted by /u/coolandy00 [link] [comments]
- Need help picking an AIby /u/valardohaerisx (Artificial Intelligence (AI)) on December 4, 2025 at 11:32 pm
I have used CHATGPT for several months and I think that at would have been perfect for this task but now that I want to do it, it seems they have completely throttled it's capabilities. It used to pretty much only offer to make me PDFS and now it says it can't. Essentially: I run a very small business. I want to automate a simple task. I want to upload a pdf of a completed work order and I want Ai to take information from that work order and populate it onto an invoice template. And then provide me a pdf that has a copy of the work order and the invoice with the information filled out. What should I use to do this? submitted by /u/valardohaerisx [link] [comments]
- Countering China’s Challenge to American AI Leadershipby /u/HooverInstitution (Artificial Intelligence (AI)) on December 4, 2025 at 11:24 pm
submitted by /u/HooverInstitution [link] [comments]
- US health department unveils strategy to expand its adoption of AI technologyby /u/GregWilson23 (Artificial Intelligence (AI)) on December 4, 2025 at 10:34 pm
submitted by /u/GregWilson23 [link] [comments]
- trisociation on steriodsby /u/Turtle2k (Artificial Intelligence (AI)) on December 4, 2025 at 10:29 pm
https://claude.ai/share/5439bbcf-e1b2-4ec0-be5c-63fdebfb7348 we may as well change things as quickly as possible. These big companies are too bloated. Easily out maneuvered - fuck these monopoly man. get out there and make something , solve a problem fix your corner of the world and don't try to become a billionaire try to become part of a fabric, part of a community, something tethered by love. submitted by /u/Turtle2k [link] [comments]
- Meta eyes budget cuts for its metaverse group as CEO Mark Zuckerberg doubles down on AIby /u/businessinsider (Artificial Intelligence (AI)) on December 4, 2025 at 9:51 pm
submitted by /u/businessinsider [link] [comments]
- This guy built an AI for your ear that you talk to and it literally changes what you hearby /u/Ridwann (Artificial Intelligence (AI)) on December 4, 2025 at 9:18 pm
submitted by /u/Ridwann [link] [comments]
- Florida teacher who used AI to make child pornography of students gets 135-year sentenceby /u/Fcking_Chuck (Artificial Intelligence (AI)) on December 4, 2025 at 7:50 pm
submitted by /u/Fcking_Chuck [link] [comments]
- Is Grok better than Chat GPT now?by /u/lil_tunechi1 (OpenAI) on December 4, 2025 at 7:09 pm
I am a college student that was trying to do a bonus assignment and Chat GPT refused to help me because it said it was against its polices and believed I could get into trouble. Honestly pretty frustrating because I pay $20 a month for it and it would not even help me with a BS assignment. Has anyone switched over to Grok? What do you think about it? submitted by /u/lil_tunechi1 [link] [comments]
- AMD CEO Lisa Su Says Concerns About an AI Bubble Are Overblownby /u/wiredmagazine (Artificial Intelligence (AI)) on December 4, 2025 at 6:55 pm
submitted by /u/wiredmagazine [link] [comments]


























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