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# qws.ai

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## Posts

- [Firebase vs. Jules: What's the Difference?](https://qws.ai/generative-ai/firebase-vs-jules-whats-the-difference/) - The world of software development is constantly evolving, with new tools and platforms emerging to streamline workflows and boost productivity. Google, a major player in this space, offers a wide range of developer tools. Among them, Firebase has long been a staple for app developers, while a newcomer, Jules, is making waves as an AI-powered
- [Beyond the Prompt: How Context Engineering is the Future of AI Interaction](https://qws.ai/ai-models/beyond-the-prompt-how-context-engineering-is-the-future-of-ai-interaction/) - For the past couple of years, "prompt engineering" has been the talk of the town. We've all learned that the better you craft your question, the better the answer you'll get from a Large Language Model (LLM) like GPT, Claude, or Gemini. But as these models become more powerful and integrated into our workflows, a
- [Unleash the Power of AI in Your Terminal: Introducing Gemini CLI](https://qws.ai/ai-models/unleash-the-power-of-ai-in-your-terminal-introducing-gemini-cli/) - For developers, the command-line interface (CLI) is sacred ground. It's the swift, no-nonsense hub for getting things done. But what if your trusted terminal could do more than just execute commands? What if it could understand your intent, anticipate your needs, and even write code for you? Enter Gemini CLI, Google's new open-source AI agent
- [Beyond Assistants: The Long-Term Vision for Autonomous AI Agents](https://qws.ai/agent/beyond-assistants-the-long-term-vision-for-autonomous-ai-agents/) - Are AI agents on the way – agents which not only moodily sit there but autonomously palpate, decide tasks, and interact in digital environment? The first steps are tools that do things like automate cybersecurity alerts or help code software. However, the long-term vision for autonomous agents is much more profound and could potentially reshape
- [AI Hallucinations and How to Spot Them: Navigating the Truth in AI-Generated Content](https://qws.ai/generative-ai/ai-hallucinations-and-how-to-spot-them-navigating-the-truth-in-ai-generated-content/) - LLMs are able to perform a wide range of tasks: they can produce imaginative text, summarize writings, and answer questions; however, these miraculous machines are blessed with a headstrong problem: They hallucinate. An AI hallucination is not like taking a box of acid, when the model reveals something that is wrong, nonsensical or unrelated individuals
- [A Large Language Model (LLM) in Detail: From Tokens to Transformers](https://qws.ai/learn/a-large-language-model-llm-in-detail-from-tokens-to-transformers/) - We are now intertwined with large language models (LLMs) — ChatGPT, Gemini, Claude, and Llama to name just three, marvelled at their ability to understand, generate and converse in human language. But what's actually going on under the hood? While the complete story involves advanced mathematics and vast swathes of data, we can dissect the
- [Choosing Your Path: Top AI Specializations and Certifications for 2025](https://qws.ai/learn/choosing-your-path-top-ai-specializations-and-certifications-for-2025/) - Want to work in Artificial Intelligence? Fine, but “AI” is a huge umbrella. You’ll need a specialization, just as if you said you want a job in “medicine.” What path you choose depends on your interests, skills, and career goals. When you know which specialization to choose or which certifications to pursue, you can make your learning experience simpler and
- [AI Agents in Cybersecurity: Automating Threat Defence with Microsoft Copilot](https://qws.ai/agent/ai-agents-in-cybersecurity-automating-threat-defence-with-microsoft-copilot/) - Cybersecurity teams are swamped with data. According to Microsoft Threat Intelligence, a mind-boggling 84 trillion signals are processed every day, exposing an alarming array of potential threats, from thousands of password attacks initiated each second. But manually investigating every alert is not feasible. This is where autonomous AI agents — such as those now integrated into Microsoft Security Copilot
- [Beyond the Voice: Can AI Voice Generators Truly Capture Human Emotion?](https://qws.ai/generative-ai/audio/beyond-the-voice-can-ai-voice-generators-truly-capture-human-emotion/) - AI voice generation has become incredibly realistic. The tools of companies such as ElevenLabs, Murf AI, Respeecher and Synthesys can create speech all but indistinguishable from a human’s, mimicking accents and tones with uncanny skill. But mimicking the sound of a human voice is one thing; mirroring the authentic emotion behind the text is the next big challenge.
- [Short & Snappy: Using AI to Repurpose Long Videos for Social Media](https://qws.ai/generative-ai/video/short-snappy-using-ai-to-repurpose-long-videos-for-social-media/) - Short & Snappy: Repurposing Long Videos for Social Media Using AI You’ve just finished creating an amazing hour-long podcast, webinar, or interview full of information. But how do you share that brilliance on platforms like TikTok, Instagram Reels or YouTube Shorts, where people’s attention spans are measured in seconds? It takes hours to manually scrub through footage looking
- [Content Creation Automation: Leveraging AI Writing Tools for Freelance Success](https://qws.ai/make-money-with-ai/content-creation-automation-leveraging-ai-writing-tools-for-freelance-success/) - For freelance writers, marketers, and bloggers, time is money, and a blank page is the enemy. AI writing assistants such as Jasper, Copy. ai, Writesonic, and even just the built-in capabilities within ChatGPT or Claude are powerful tools for shattering creative blocks, speeding up workflows, and ultimately improving productivity and income potential. These tools are impressive at automating the
- [Getting Text Right: Which AI Image Generators Excel at Adding Words?](https://qws.ai/generative-ai/image/getting-text-right-which-ai-image-generators-excel-at-adding-words/) - Adding clear, well-placed text to AI-generated images was a frustratingly common failure point relatively recently. Otherwise impressive visuals often marred by gibberish phrases and distorted letters. Fortunately, the most recent generation of image models is slowly beginning to address this challenge, as a number of platforms have demonstrated (subtle) ability to incorporate text in a coherent manner. Why
- [Unlocking Data: How AI Understands Tables, Forms & Complex Documents](https://qws.ai/generative-ai/language/unlocking-data-how-ai-understands-tables-forms-complex-documents/) - AI language models are magicians with prose, but a lot of the world’s useful information isn’t particularly well-formed into paragraphs. It is trapped in tables, forms, charts, scanned documents and complex layouts like comic strips or pages of math equations. The challenge of teaching AI to reliably interpret this structured and semi-structured information and extract insights from it
- [The Double-Edged Sword: GenAI's Impact on Jobs and Critical Thinking](https://qws.ai/generative-ai/the-double-edged-sword-genais-impact-on-jobs-and-critical-thinking/) - GenAI: the double-edged sword affecting Jobs and Critical thinking Generative AI is changing our world at breakneck speed, creating incredible tools but also deepening complex questions about our future. Although the scope for innovation is enormous, the conversation is increasingly around two big areas of concern: the impact on jobs and the likely impact on our mental capabilities.
- [From Silent Videos to Rich Soundscapes: The Magic of AI Video-to-Audio](https://qws.ai/generative-ai/audio/from-silent-videos-to-rich-soundscapes-the-magic-of-ai-video-to-audio/) - And now you’ve got a gorgeous AI video clip, but it’s eerily silent. That had long been the way things were. However, a new frontier in AI is addressing this challenge in an unprecedented way: Video-to-Audio (V2A) synthesis, the technology that allows AI to automatically synthesize synchronized, realistic audio sounds directly from visual input. Making realistic audio that
- [LLMs Becoming Mainstream: Are Open Source Models Catching Up?](https://qws.ai/generative-ai/language/llms-becoming-mainstream-are-open-source-models-catching-up/) - We are experiencing a tectonic shift in the world of Large Language Models (LLMs). Extremely powerful proprietary models such as OpenAI’s GPT series and Google’s Gemini used to be the only true players on the field, but high-performing open-source alternatives are quickly catching up in terms of capabilities, democratizing access to frontier AI. Meta released Llama 3 (7B/13B/70B),
- [Meet Your AI Coworker: The Rise of Autonomous AI Agents in 2025](https://qws.ai/agent/meet-your-ai-coworker-the-rise-of-autonomous-ai-agents-in-2025/) - Be prepared to collaborate – AI is shifting from basic utilities to autonomous agents capable of solving complex tasks with little human input. A lot of experts say that 2025 is going to be a key year for these “AI coworkers,” subsidized programs that can grasp goals, formulate plans, use tools and carry out multi-step processes on
- [The AI Movie Studio: Comparing Google Veo, OpenAI Sora, and Other Video Generators](https://qws.ai/generative-ai/video/the-ai-movie-studio-comparing-google-veo-openai-sora-and-other-video-generators/) - AI Movie Studio: Google Veo, OpenAI Sora, and other Video Generators The vision of typing out a scene description and having it instantly materialize in a video clip is becoming a reality, and fast. AI video generation is booming, with leading actors releasing models that generate results that are stunning and more and more coherent. Out in front are
- [AI Side Hustles: Building & Selling AI Chatbots for Businesses](https://qws.ai/make-money-with-ai/ai-side-hustles-building-selling-ai-chatbots-for-businesses/) - One of my suggestion on how to use AI to earn in 2025? A great idea is to Build and Sell AI Chatbots. Companies from an endless list of industries are recognizing the need for automated, 24/7 customer interaction, lead qualification, and support — and they’re ready to put their money where their mouth is for the right
- [Beyond Prompts: OpenAI's 4o Takes Image Generation to the Next Level](https://qws.ai/generative-ai/image/beyond-prompts-openais-4o-takes-image-generation-to-the-next-level/) - Once It Sees You, It’ll Never Forget: OpenAI’s 4o – A New Kind of Image Generator AI image generation has progressed well beyond simple prompt-following. Now, OpenAI seems to be taking a big step closer to intuitive, flexible and controlled visual creation by rolling out image generation support in its 4o model just recently. Announced only last month,
- [Your First AI Project: A Definitive Guide for Learning AI in 2025](https://qws.ai/learn/your-first-ai-project-a-definitive-guide-for-learning-ai-in-2025/) - While Artificial Intelligence can seem intimidating, starting to learn have never been easier. Forget needing a Ph. D. immediately; the key is to make you practice. If you’re interested in AI and would like to be done with buzzwords, 2025 is the ideal time to get started with your first project. But first, understand the basics. Learn the fundamental concepts
- [Fueling the Future: How Nvidia's New Chips (Blackwell/Rubin) Will Supercharge GenAI](https://qws.ai/generative-ai/fueling-the-future-how-nvidias-new-chips-blackwell-rubin-will-supercharge-genai/) - Nvidia’s New Chips (Blackwell/Rubin) Will Supercharge GenAI The world of Artificial Intelligence is powered by high-quality hardware, and Nvidia just cranked it up a notch. That all hit home at their most recent GTC 2025 conference, where CEO Jensen Huang didn’t just discuss the future of AI, he revealed the engines that will power it. Prepare for Blackwell
- [Using Machine Learning to convert a photo to a Studio Ghibli image](https://qws.ai/generative-ai/image/using-machine-learning-to-convert-a-photo-to-a-studio-ghibli-image/) - Transforming a real-world photo into a mesmerizing Studio Ghibli-style image is an exciting journey that blends artistic creativity with cutting-edge machine learning techniques. Imagine taking a snapshot and, through a series of meticulous steps, infusing it with the enchanting colors, whimsical linework, and painterly textures that define Ghibli's beloved films. From image preprocessing to final touches, this guide unveils the secrets behind creating stunning visuals that capture the essence of Ghibli's magic. Dive in to discover how you can bring your photos to life with a touch of anime artistry!
- [Best 100 Financial Tools using AI](https://qws.ai/site/best-100-financial-tools-using-ai/)
- [Course Review: AI Agents from prompts to multi agent systems​](https://qws.ai/learn/course-review-ai-agents-from-prompts-to-multi-agent-systems/) - Link: to the course: https://www.coursera.org/learn/ai-agents-from-prompts-to-multi-agent-systemsModule 1: Getting Started and Generative AIModels:ClaudeGeminiChatGPTDALL-EMistral AIMeta AIGrokStability.aideepseekAI Agents:No-Code Agents:Createlv.comn8n.iooutsystems.comzapier.commake.cominteresting examples of applications of AI Agents in stock market using MarketSenseAI agent that surpassed S&P100 ETF by +43%.Context of AI:Can AI watch Youtube videos and learn from it or learn from an imageContext of AI: Transformer:AI < ML < NN
- [Comprehensive guide to making money with AI in 2025:](https://qws.ai/site/comprehensive-guide-to-making-money-with-ai-in-2025/) - Methods, vectors, and examples Artificial Intelligence (AI) has evolved into a transformative force, reshaping industries and creating unprecedented opportunities for individuals and businesses to generate income. From AI-powered freelance services to developing innovative AI tools, the possibilities are vast and growing. This comprehensive guide explores the most effective ways to make money with AI in

## Pages

- [Learn AI](https://qws.ai/learn-ai/) - Hands-On Labs Microsoft https://github.com/microsoft/generative-ai-for-beginners/tree/main?WT.mc_id=academic-105485-koreyst https://github.com/microsoft/TechExcel-Integrating-Azure-PaaS-and-AI-Services-for-AI-Design-Wins https://microsoft.github.io/TechExcel-Operationalize-LLMs-with-LLMOps-automation https://learn.microsoft.com/en-us/training/paths/introduction-generative-ai https://learn.microsoft.com/en-us/training/paths/transform-your-business-with-microsoft-ai https://learn.microsoft.com/en-us/training/paths/develop-ai-agents-azure-open-ai-semantic-kernel-sdk https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-sustainability https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-financial-industry https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-healthcare-industry https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-retail https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-manufacturing https://learn.microsoft.com/en-us/training/paths/build-ai-copilot-vcore-based-azure-cosmos-db-mongodb-azure-openai Hugging Face Agents Course: Learn to build and deploy your own AI agents (https://huggingface.co/learn/agents-course) NLP Course: This course will teach you about natural language processing using libraries from the Hugging Face ecosystem (https://huggingface.co/learn/nlp-course) Computer Vision Course: This course will teach
- [AI News](https://qws.ai/ai-news/) - AI News from all over the web! The best AI new products on Product HuntGPT-Live 2026-07-09Full-duplex voice for ChatGPT Discussion | LinkCoasty 2026-07-08A Computer-Use-Agent that runs legacy software like a human Discussion | LinkTasks.txt 2026-07-08Plain text task manager for macOS Discussion | LinkMonogram AI 2026-07-08AI with a visual and interactive interface Discussion | LinkConstellation Gate
- [About](https://qws.ai/about-3/) - About Us We inform, help and support the creative communityThe Creative80 Room is the U.K. based Creative Blog website, launched in 2016, Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod temporSed ut perspiciatis unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam, eaque ipsa quae ab illo inventore
- [Contact](https://qws.ai/contact-3/) - ContactIf you’d like to send us some feedback, lorem ipsum dolor sit amet, consectetur adipisicing eli sed do.* Company Information The Creative80 Room Ltd Registered in England #38630361 75 Copthorne Way, Calow, S44 2LZ, UK Message Us Get in Touch General EnquiresLorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper
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- [Generative Language Models](https://qws.ai/generative-language-models/)

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