Mini Capture the Flag Challenge

Welcome to the ninth instalment of the Copenhagen Advanced Machine Learning Study Group (CAMeLS-Group). We meet every second Monday to read and discuss a machine learning paper together at the "Snaren" reading area on the fourth floor of the Copenhagen Municipality Central Library. In a time of endless online chatter and AI-induced attention decay, we’re trying something entirely old: reading and discussing together in person. The idea is simple: bring your laptop or a printed copy of the paper - BUT DO NOT READ IT IN ADVANCE! During the session, we read each section individually at the same time, then pause to discuss it together before moving on. Once we’ve finished the paper, we come together for a broader discussion of the paper as a whole. Recommended prerequisites: some background in ML or related fields, at a level where you can read a paper in your favourite area. Don’t feel scared off if you have not yet graduated, but we will be reading research papers. In this session, we will be reading the paper: WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution. The paper can be found here: https://arxiv.org/abs/2608.27454 If you want to participate in the organisation of future events, please join the Danish Data Science Community Slack workspace and go to the CAMeLS-Group channel: https://join.slack.com/t/danskdatascie-o8m9638/shared_invite/zt-4975uw282-6M1vlRA50ck4uAg75CrluA

Claude Impact Lab — turning questions into working ideas Join a Claude Community Event, organized by local enthusiasts for everyone who loves building with Claude! A hands-on afternoon and evening exploring one central question: How is AI changing the way we work—and what should we build in response? This Impact Lab builds on the conversations and questions raised at Claude Conversations, back in August. Instead of stopping at discussion, we will turn the most important themes into practical experiments, prototypes, and concrete proposals. The format combines short inspiration, guided challenges, collaborative building, and a final demo session. Participants will work in small groups around a set of focused questions, using Claude and other AI tools to explore possible solutions. The goal is not polished products; it is to learn quickly, test ideas, and leave with something tangible. What to expect Short opening talks and an introduction to the Impact Lab challenges A structured, hands-on build session in small groups Guidance and support throughout the afternoon Informal food, snacks, and time to meet other participants Claude API credits to build and original merchandise from Anthropic for participants A closing demo hour when teams share what they explored or built From ideas to impact The Impact Lab is designed to be a starting point—not the end of the work. Every team will define the change it wants to create and leave with something that can be taken forward: a prototype or concrete concept, the people it is intended to help, and a clear next step. Alongside their solution, teams will create a simple 30-day impact plan with a named owner, the first real-world test, and the support needed to continue. During the demo hour, teams will share both what they built and what they will do next. After the event, the projects and commitments will be documented and shared with participants. Teams that want to continue can stay connected, invite new contributors, and repo