๐ฏ ๐๐ฒ๐ฒ๐ฝ ๐ฑ๐ถ๐๐ฒ ๐ถ๐ป๐๐ผ ๐๐ฒ๐น๐น-๐๐ฎ๐๐ฒ๐ฑ ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ๐
๐ฏ ๐๐ฒ๐ฒ๐ฝ ๐ฑ๐ถ๐๐ฒ ๐ถ๐ป๐๐ผ ๐๐ฒ๐น๐น-๐๐ฎ๐๐ฒ๐ฑ ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ๐
Last week I attended an outstanding presentation by my colleague Robert Himmelmann on “Cell-based Architectures” โ one of the most insightful deep-dives I’ve experienced on advanced resilience patterns.
Rob’s talk abstract perfectly captured the essence: “Cell-based architectures are an advanced resilience pattern. Cells create a bulkhead pattern, limiting the impact of potential failures and using linear scale out at all layers of the architecture. In this presentation you will learn about the fundamentals of cell-based architectures and dive deep on one example. We will finish by discussing advanced patterns to cover diverse use cases.”
๐ ๐๐ฟ๐๐ฝ๐๐ผ๐ด๐ฟ๐ฎ๐ฝ๐ต๐ ๐ถ๐ป ๐๐ต๐ฒ ๐ค๐๐ฎ๐ป๐๐๐บ ๐๐ด๐ฒ: ๐ฆ๐๐ฎ๐ฟ๐๐ถ๐ป๐ด ๐ก๐ผ๐
๐ ๐๐ฟ๐๐ฝ๐๐ผ๐ด๐ฟ๐ฎ๐ฝ๐ต๐ ๐ถ๐ป ๐๐ต๐ฒ ๐ค๐๐ฎ๐ป๐๐๐บ ๐๐ด๐ฒ: ๐ฆ๐๐ฎ๐ฟ๐๐ถ๐ป๐ด ๐ก๐ผ๐
Yesterday I had the pleasure to listen to and discuss with my colleagues Sviatoslav Redko and Viacheslav Romanov during their talk “Cryptography in the Quantum Age: Starting Now.” They guided us through the future of data security with insights on quantum-resistant cryptography.
๐ What We Explored:
1๏ธโฃ The impact of quantum computing on traditional encryption 2๏ธโฃ Vulnerabilities in current cryptographic systems 3๏ธโฃ Post-quantum solutions emerging in the industry 4๏ธโฃ Latest NIST standards and important industry collaborations 5๏ธโฃ Security strategies specifically designed for cloud users 6๏ธโฃ Roadmap for making workloads quantum-safe
โ ๐ช๐ต๐ '๐๐๐ ๐ถ๐ ๐ฆ๐๐ถ๐น๐น ๐ฎ ๐๐ฒ๐ฐ๐ฎ๐ฑ๐ฒ ๐๐๐ฎ๐'? ๐๐ผ๐ ๐ฆ๐ต๐ผ๐๐น๐ฑ ๐ฌ๐ผ๐ ๐ฆ๐ต๐ฎ๐ฝ๐ฒ ๐ฌ๐ผ๐๐ฟ ๐๐ ๐ฆ๐๐ฟ๐ฎ๐๐ฒ๐ด๐
โ ๐ช๐ต๐ “๐๐๐ ๐ถ๐ ๐ฆ๐๐ถ๐น๐น ๐ฎ ๐๐ฒ๐ฐ๐ฎ๐ฑ๐ฒ ๐๐๐ฎ๐”? ๐๐ผ๐ ๐ฆ๐ต๐ผ๐๐น๐ฑ ๐ฌ๐ผ๐ ๐ฆ๐ต๐ฎ๐ฝ๐ฒ ๐ฌ๐ผ๐๐ฟ ๐๐ ๐ฆ๐๐ฟ๐ฎ๐๐ฒ๐ด๐
Writing this early morning in Seattle with a much-needed cup of coffee - currently at an exciting ML conference and spent my long flight diving into this eye-opening conversation between Andrej Karpathy (ex-Tesla AI Director, OpenAI) and the amazing podcast host Dwarkesh Patel in the Dwarkesh Podcast [1]. His insights offer crucial guidance for tech and business folks navigating AI adoption.
๐ ๐ฅ๐๐ฆ๐ง ๐ถ๐ป ๐ฃ๐ฒ๐ฎ๐ฐ๐ฒ - ๐ช๐ต๐ ๐๐๐ ๐ ๐๐ฎ๐ป'๐ ๐๐ฅ๐จ๐: ๐ ๐ฅ๐ฒ๐ณ๐น๐ฒ๐ฐ๐๐ถ๐ผ๐ป
๐ ๐ฅ๐๐ฆ๐ง ๐ถ๐ป ๐ฃ๐ฒ๐ฎ๐ฐ๐ฒ - ๐ช๐ต๐ ๐๐๐ ๐ ๐๐ฎ๐ป’๐ ๐๐ฅ๐จ๐: ๐ ๐ฅ๐ฒ๐ณ๐น๐ฒ๐ฐ๐๐ถ๐ผ๐ป
Yesterday I was listening to a talk by Martin Sakowski and Martin Karrer “REST in Peace - Why LLMs Can’t CRUD” which sparked a lot of interesting discussion. ๐ญ
๐ค They observed that even with the rise of MCP, AI Agents often struggle to master their given tasks reliably, consistently, and in an efficient wayโdriving costs and potentially failing projects.
๐ ๐ช๐ต๐ฒ๐ป ๐ฑ๐ผ ๐๐ผ๐ ๐ฑ๐ฒ๐น๐ฒ๐ด๐ฎ๐๐ฒ ๐๐ผ ๐๐ผ๐๐ฟ ๐ฎ๐๐ฎ๐๐ฎ๐ฟ?
๐ ๐ช๐ต๐ฒ๐ป ๐ฑ๐ผ ๐๐ผ๐ ๐ฑ๐ฒ๐น๐ฒ๐ด๐ฎ๐๐ฒ ๐๐ผ ๐๐ผ๐๐ฟ ๐ฎ๐๐ฎ๐๐ฎ๐ฟ?
๐ค Creating your own avatarโnot just a still picture but also generating an on-demand, real-time video avatarโis no longer science fiction. It’s reality and is becoming increasingly mainstream.
โ๏ธ New technology always comes with challenges and responsibilities. Challenges to understand how to use it, grasp what’s possible, and recognize the limits. Responsibilities involve using the technology in a responsible fashion.
๐ฌ This weekend I watched another part of the Star Wars saga. Jedi use holographic technology for communication, providing them with a convenient way to communicate long-distance and discuss/decide in hybrid setups. Yet they still travel extensively, and you can see them bond when in the same locationโactually making efforts to travel for this purpose.
๐ ๐๐ ๐ฐ๐ถ๐๐ถ๐ป๐ด ๐๐ช๐ฆ ๐๐ป๐ป๐ผ๐๐ป๐ฐ๐ฒ๐บ๐ฒ๐ป๐ ๐ณ๐ผ๐ฟ ๐๐ฑ๐ง๐ฒ๐ฐ๐ต ๐ฃ๐ฟ๐ผ๐ณ๐ฒ๐๐๐ถ๐ผ๐ป๐ฎ๐น๐! ๐
๐ ๐๐ ๐ฐ๐ถ๐๐ถ๐ป๐ด ๐๐ช๐ฆ ๐๐ป๐ป๐ผ๐๐ป๐ฐ๐ฒ๐บ๐ฒ๐ป๐ ๐ณ๐ผ๐ฟ ๐๐ฑ๐ง๐ฒ๐ฐ๐ต ๐ฃ๐ฟ๐ผ๐ณ๐ฒ๐๐๐ถ๐ผ๐ป๐ฎ๐น๐! ๐
AWS just launched RTB Fabric - a purpose-built solution for real-time bidding workloads that’s changing the game for advertising technology!
๐ก What is it? A fully managed service designed specifically for high-volume, low-latency ad tech operations that handles billions of QPS with consistent sub-millisecond response times.
๐ ๐๐ฒ๐ ๐ฏ๐ฒ๐ป๐ฒ๐ณ๐ถ๐๐:
ย ย 70% cost reduction compared to traditional infrastructure ย ย Sub-millisecond latency at massive scale ย ย Zero operational overhead with fully managed service ย ย Built-in redundancy across availability zones
๐ค ๐๐ ๐ฌ๐ผ๐๐ฟ ๐๐ ๐๐ด๐ฒ๐ป๐ ๐ฅ๐ฒ๐ฎ๐น๐น๐ ๐๐ถ๐๐ฝ๐น๐ฎ๐๐ถ๐ป๐ด ๐๐ด๐ฒ๐ป๐ฐ๐? ๐ข๐ฟ ๐๐๐ฒ๐ป... ๐๐ ๐๐ ๐๐น๐ถ๐๐ฒ?
๐ค ๐๐ ๐ฌ๐ผ๐๐ฟ ๐๐ ๐๐ด๐ฒ๐ป๐ ๐ฅ๐ฒ๐ฎ๐น๐น๐ ๐๐ถ๐๐ฝ๐น๐ฎ๐๐ถ๐ป๐ด ๐๐ด๐ฒ๐ป๐ฐ๐? ๐ข๐ฟ ๐๐๐ฒ๐ป… ๐๐ ๐๐ ๐๐น๐ถ๐๐ฒ?
Let’s start the week with a fascinating philosophical question, shall we? Easy start in the week ๐
๐ During this autumn weekend in Germany, I’ve had plenty of time for deep diving into research. My reading of “The Multiple Paths to Multiple Life” by Christopher P. Kempes and David C. Krakauer was inspired by another captivating episode of the Machine Learning Street Talk (MLST) podcast.
Do You Know What Your AI Agents Are Doing? Lost Control? ๐ค
Do You Know What Your AI Agents Are Doing? Lost Control? ๐ค
While having a 2nd coffee - to be honest, it’s the third already as days are long at #MTM25 - I’m reflecting on what has been top of mind for the participants I’ve met here so far. They share two things: curiosity and fear. ๐
Curiosity to learn about new technology and figure out what’s possible with it.
Fear of losing control and having to deal with a black box that gives them no way to understand what’s happening inside. How it achieves the results it delivers. No way to explain why these results and not others. ๐ญ
โจ Just at #MTM25: Masterclass with Shadi Abou-Zahra and Julian Lang! โจ
โจ Just at #MTM25: Masterclass with Shadi Abou-Zahra and Julian Lang! โจ
๐ฏ The session “AI-inclusive! KI fรผr Barrierefreiheit” at MEDIENTAGE MรNCHEN highlights how Amazon Prime Video and AWS use artificial intelligence to: โข ๐งฉ Enhance accessibility for people with disabilities โข ๐ Improve the user experience for everyone โข ๐ Meet legal accessibility requirements โข ๐ Integrate AI into content workflows to make content more accessible, searchable, and reusable
๐ก Great to see how AI can help humans better enjoy media and participate fully! TIL Dialogue Boost is also available on Fire Stick - very interesting for myself and will be a game changer for my dad.
Just at #MTM25. Alessandro Alviani and Olivier Boder showcasing what and how to be successful with A
Just at #MTM25. Alessandro Alviani and Olivier Boder showcasing what and how to be successful with AI in Journalism.
The talk described how Sรผddeutsche Zeitung responsibly integrated generative AIโbacked by AWSโinto editorial workflows and reader products, maintaining high journalistic standards and structured risk management throughout the innovation process.
Amazing journey and a lot of insights. What are you going to build?