As an AI researcher and industry analyst, I’ve spent years tracking the evolution of artificial intelligence. But what’s coming in 2025 is unlike anything we’ve seen before. Microsoft and OpenAI just dropped bombshell announcements that are set to revolutionize how we live and work. Let me break down these game-changing developments and why they matter […]
In the spirit of the holiday season, I embarked on an exciting journey to explore the cutting-edge capabilities of FLUX.1, turning myself into both a professional LinkedIn influencer and Santa Claus through the magic of AI. This exploration not only showcases the remarkable progress in AI image generation but also demonstrates how accessible these technologies […]
As an AI technology expert witnessing the transformation of traditional experiences through innovation, I’ve been fascinated by a peculiar challenge facing German Christmas markets. The recent developments with GEMA (Gesellschaft für musikalische Aufführungs- und mechanische Vervielfältigungsrechte) have sparked an interesting conversation about the future of festive music and its role in preserving cultural traditions. The […]
As an AI researcher deeply involved in the development and deployment of language models, I’ve been following the evolution of LLM personalization with great interest. A recent comprehensive survey paper, „Personalization of Large Language Models: A Survey“, provides fascinating insights into this rapidly evolving field. We already dived into this paper in my blog post […]
Vector databases are becoming increasingly popular for modern search applications, but how do we handle user feedback to improve search results over time? I recently built a demo application that showcases how to implement a deprecation system in Qdrant, allowing users to downvote irrelevant results and improve the search experience. Let me walk you through […]
Fortune just released a list of the top 50 innovators in AI. This got me hooked and I needed to dive in and see, what those companies are building. There were some notable players which I expected (Anthropic, OpenAI), however I did not expect AMD on this list. They are not on my list at […]
In Part 1, I laid the foundation for Alfred, our AI-powered development butler, by creating a basic chat interface. Now, let’s dive into how I enhanced and refined the system to make it more robust and versatile. Refactoring for Scalability The first major improvement was restructuring the codebase to support multiple AI agents and different […]
In the Lex Fridman Podcast #452 transcript featuring Dario Amodei, CEO of Anthropic, the concept of „Constitutional AI“ is discussed. This approach involves training large language models (LLMs) to adhere to a set of predefined principles or a „constitution“ that guides their behavior. The goal is to align AI outputs with human values and ethical […]
Building Your Very Own Digital Alfred Imagine having your very own digital assistant—a personal butler, not in a tux, but right at your fingertips, ready to help you code, research, and manage your projects. That’s exactly what we’re creating here: Alfred, your AI-powered, personal development butler. Whether it’s opening programs with a simple command, providing […]
Imagine if your AI assistant could understand you as well as your best friend—how close are we to that reality? Personalization of Large Language Models (LLMs) is an emerging field that aims to tailor these powerful AI systems to individual users, contexts, or tasks, significantly enhancing their relevance, accuracy, and overall performance.