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.
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
๐ The pioneers choosing the hard path aren't just building better products. They
๐ The pioneers choosing the hard path aren’t just building better products. They’re building companies their competitors won’t be able to catch.
โจ Today I had the pleasure of joining the AI Product Leaders Symposium! The event featured inspiring lightning talks from AWS experts and industry innovators who shared real-world applications of generative and agentic AI. Sessions delved into enterprise adoption strategies, architectural best practices, and the measurable business impact of AI-driven decision systems.
๐ ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐ฆ๐ต๐ผ๐ฝ๐ฝ๐ถ๐ป๐ด ๐ถ๐ ๐บ๐ฎ๐๐๐ฟ๐ถ๐ป๐ด ๐ฎ๐ ๐๐ฒ ๐ต๐ฎ๐๐ฒ ๐๐ต๐ฒ ๐ฝ๐ผ๐ฐ๐ธ๐ฒ๐ ๐บ๐ผ๐ป๐ฒ๐ ๐บ๐ผ๐บ๐ฒ๐ป๐ ๐ณ๐ผ๐ฟ ๐ฎ๐ด๐ฒ๐ป๐๐ - ๐๐๐ ๐ถ๐ ๐๐ต๐ถ๐ ๐๐ต๐ฒ ๐ฟ๐ฒ๐๐ถ๐
๐ ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐ฆ๐ต๐ผ๐ฝ๐ฝ๐ถ๐ป๐ด ๐ถ๐ ๐บ๐ฎ๐๐๐ฟ๐ถ๐ป๐ด ๐ฎ๐ ๐๐ฒ ๐ต๐ฎ๐๐ฒ ๐๐ต๐ฒ ๐ฝ๐ผ๐ฐ๐ธ๐ฒ๐ ๐บ๐ผ๐ป๐ฒ๐ ๐บ๐ผ๐บ๐ฒ๐ป๐ ๐ณ๐ผ๐ฟ ๐ฎ๐ด๐ฒ๐ป๐๐ - ๐๐๐ ๐ถ๐ ๐๐ต๐ถ๐ ๐๐ต๐ฒ ๐ฟ๐ฒ๐๐ถ๐๐ฎ๐น ๐ผ๐ณ ๐๐ต๐ฒ “๐ฃ๐ฟ๐ถ๐ป๐ ๐ฆ๐ฐ๐ฟ๐ฒ๐ฒ๐ป” ๐ฏ๐๐๐๐ผ๐ป?
โฐ It’s hard to take a breath and find time to actually try and experience how well things are working in this fast-paced progress of all things Agentic AI.
๐ฏ Hence, I’m delighted to read the detailed deep dive by my colleague Thorben Sanktjohanser, who put all this into practice, collected data points, and shared everything with us - not only to read about his experience and results, but he also provided us the code to continue his experiments or easily adopt this for our own use.
In the last couple of weeks we had a lot of announcements around enabling payment for agents. The po
In the last couple of weeks we had a lot of announcements around enabling payment for agents. The pocket money moment for AI Agents. But how are agents doing right now in a virtual grocery store?
Super insights by Thorben. I love the level of details. I found in particular interesting if and how product recommendations can influence shopping agents.
As I mentioned before, I’m currently thinking and composing my thoughts around advertising in the age of AI Agents. So maybe recommendations for agents can be seen as some sort of monetization options. More about this in my upcoming blog post!
๐ฆ๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ ๐ถ๐ ๐ฒ๐ฎ๐๐ถ๐ป๐ด ๐๐ต๐ฒ ๐๐ผ๐ฟ๐น๐ฑ, ๐ฏ๐๐ ๐๐ต๐ฎ๐ ๐ถ๐ ๐๐ต๐ฒ ๐ณ๐๐๐๐ฟ๐ฒ ๐ผ๐ณ ๐ฆ๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ?
๐ฆ๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ ๐ถ๐ ๐ฒ๐ฎ๐๐ถ๐ป๐ด ๐๐ต๐ฒ ๐๐ผ๐ฟ๐น๐ฑ, ๐ฏ๐๐ ๐๐ต๐ฎ๐ ๐ถ๐ ๐๐ต๐ฒ ๐ณ๐๐๐๐ฟ๐ฒ ๐ผ๐ณ ๐ฆ๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ?
The phrase “Software is eating the world” was coined by tech investor Marc Andreessen in a 2011 Wall Street Journal article to describe how software was disrupting and taking over every industry, a prediction that has proven true with the rise of tech giants and digital transformation across the globe
Today AI Agents are disrupting a lot of aspects of our life, including how we build, use and what we can achieve with software. So what is the future of software?
๐ค ๐ช๐ต๐ ๐ถ๐ ๐๐ซ (๐๐ด๐ฒ๐ป๐ ๐๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ) ๐๐ต๐ฒ ๐ป๐ฒ๐ ๐ ๐ฏ๐ถ๐ด ๐ฒ๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ ๐๐ผ๐ฝ๐ถ๐ฐ? ๐ช๐ต๐ฎ๐ ๐ฎ๐ฏ๐ผ๐๐ ๐ฒ-๐ฐ๐ผ๐บ๐บ๐ฒ
๐ค ๐ช๐ต๐ ๐ถ๐ ๐๐ซ (๐๐ด๐ฒ๐ป๐ ๐๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ) ๐๐ต๐ฒ ๐ป๐ฒ๐ ๐ ๐ฏ๐ถ๐ด ๐ฒ๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ ๐๐ผ๐ฝ๐ถ๐ฐ? ๐ช๐ต๐ฎ๐ ๐ฎ๐ฏ๐ผ๐๐ ๐ฒ-๐ฐ๐ผ๐บ๐บ๐ฒ๐ฟ๐ฐ๐ฒ ๐ฎ๐ป๐ฑ ๐ฎ๐ฑ๐๐ฒ๐ฟ๐๐ถ๐๐ถ๐ป๐ด ๐ถ๐ป ๐๐ต๐ฒ ๐ฎ๐ด๐ฒ ๐ผ๐ณ ๐๐ ๐๐ด๐ฒ๐ป๐๐?
๐ Short mirror view of last week: Busy. Social. Deep.
๐บ ๐๐บ๐ฒ๐ฟ๐ด๐ฒ ๐ข๐ฐ๐๐ผ๐ฏ๐ฒ๐ฟ๐ณ๐ฒ๐๐ ๐ฆ๐๐บ๐บ๐ถ๐
I had the pleasure of being one of the speakers at the Amerge Octoberfest Summit 2025 [3,4]. I talked about AI technology with AWS and how AI Agents canโand willโimpact advertising.
Great to connect with so many players in the advertising industry and directly with brands. Overall, there was a very positive vibe and tremendous interest in the upcoming changes and opportunities AI will bring.
๐๐ ๐ฎ๐ด๐ฒ๐ป๐๐ ๐ฎ๐ฟ๐ฒ ๐ด๐ฟ๐ผ๐๐ถ๐ป๐ด ๐๐ฝ - ๐๐ต๐ฒ ๐ฝ๐ผ๐ฐ๐ธ๐ฒ๐ ๐บ๐ผ๐ป๐ฒ๐ ๐บ๐ผ๐บ๐ฒ๐ป๐ ๐ฐ
๐๐ ๐ฎ๐ด๐ฒ๐ป๐๐ ๐ฎ๐ฟ๐ฒ ๐ด๐ฟ๐ผ๐๐ถ๐ป๐ด ๐๐ฝ - ๐๐ต๐ฒ ๐ฝ๐ผ๐ฐ๐ธ๐ฒ๐ ๐บ๐ผ๐ป๐ฒ๐ ๐บ๐ผ๐บ๐ฒ๐ป๐ ๐ฐ
All of us can relate to that feeling when we got our first pocket money ๐ฏ Entering a new stage of power and independence.
Parents can relate to that moment too - just from the other side ๐จโ๐ฉโ๐งโ๐ฆ Empowering their kids. Putting trust in them while navigating doubts.
Most readers here are considered grown-ups (personally, I still struggle with that term - there’s always more growth to explore! ๐ ), so at some point, we earned that trust and everything turned out successful.
๐๐ ๐ฎ๐ด๐ฒ๐ป๐๐ ๐ฎ๐ฟ๐ฒ ๐ด๐ฟ๐ผ๐๐ถ๐ป๐ด ๐๐ฝ - ๐๐ต๐ฒ ๐ฝ๐ผ๐ฐ๐ธ๐ฒ๐ ๐บ๐ผ๐ป๐ฒ๐ ๐บ๐ผ๐บ๐ฒ๐ป๐ ๐ฐ
๐๐ ๐ฎ๐ด๐ฒ๐ป๐๐ ๐ฎ๐ฟ๐ฒ ๐ด๐ฟ๐ผ๐๐ถ๐ป๐ด ๐๐ฝ - ๐๐ต๐ฒ ๐ฝ๐ผ๐ฐ๐ธ๐ฒ๐ ๐บ๐ผ๐ป๐ฒ๐ ๐บ๐ผ๐บ๐ฒ๐ป๐ ๐ฐ
All of us can relate to that feeling when we got our first pocket money ๐ฏ Entering a new stage of power and independence.
Parents can relate to that moment too - just from the other side ๐จโ๐ฉโ๐งโ๐ฆ Empowering their kids. Putting trust in them while navigating doubts.
Most readers here are considered grown-ups (personally, I still struggle with that term - there’s always more growth to explore! ๐ ), so at some point, we earned that trust and everything turned out successful.