25 February 2026
While approximately 1 in 5 Americans will develop some form of skin cancer by the age of 70, when caught early, skin cancer is one of the most highly preventable and treatable forms of cancer.
Simultaneously, we are seeing increasing concerns about sensitive data leakage and the need for greater control over the geographical location where data is processed. These factors collectively highlight the necessity of minimizing the data footprint.
The Dermatolog AI Scan application offers a solution to these challenges by implementing a lesion scanner that assesses tumor risk while ensuring user privacy. The application utilizes the newest MedGemma AI model family, specifically MedSigLIP for image classification, and stores absolutely zero user data on the server.
Read more...09 February 2026
In recent years I have returned to painting on canvas. It improves seeing. Extends focus beyond daily analytical work in IT. There is also an emotional aspect, some truth to how Winston Churchill famously used painting as a therapeutic escape from his "Black Dog".
Furthermore, artistic creativity and mathematical thinking seems to be two sides of the divergent-thinking coin.
Read more...24 January 2026
What does it take to design Chat-GPT-like software that can resolve user tasks without calling external providers?
Read more...14 February 2023
Let’s meet, discuss and learn about language models and power laws at Complexity Explorers Krakow meetup
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