Deep Reinforcement Learning

**Join the FINALE of the free BLISS AI Speaker Series Winter 2025/26!** We are excited to feature **Ahmed Salem**, who is currently a Researcher at **Microsoft Security Response Center (MSRC)** and will discuss **"The Price of Intelligence: Three Risks Inherent in LLMs**", lasting approximately 45 minutes. After the talk, seize the opportunity to connect with fellow AI enthusiasts to share ideas and questions while enjoying free drinks and pizza. **Door close by 7.15pm, so please come early! Also, "attend"ing (RSVP) here on Meetup is strictly necessary to be guaranteed entry.** Please note that Meetup has recently been quite keen on promoting its Plus program. However, you are not obligated to purchase it, as both our events and the platform remain free. **Who is this event for?** This event is open to everyone interested in state-of-the-art AI research. We especially design it for students, PhD candidates, academic researchers, and industry professionals with a research focus in machine learning. **Abstract**: As LLMs move from passive assistants to action taking agents, the price of intelligence is increasingly paid in control failures: what the model treats as instruction, how behavior shifts across time and context, and how fragile safety properties can become under downstream adaptation. In this talk, we begin with indirect prompt injection as an end‑to‑end problem, where untrusted content can steer downstream actions in realistic pipelines. We then discuss a defense direction that secures agent planning through deterministic policy enforcement and principled control over what information is exposed during planning. Finally, we turn to a practical question that underlies all of these results: how do we know when an agent/LLM is actually safe, rather than merely scoring well on an evaluation? We highlight two factors that can systematically distort safety measurement in agent settings. First, reasoning models can change compliance when they infer they are being evaluated (“test awareness”), which can bias apparent robustness and complicate safety audits. Second, we discuss implicit memory as a hidden channel that challenges the “stateless” assumption and enables temporal behaviors that standard evaluation setups may fail to surface. **Bio**: [Ahmed](https://ahmedsalem2.github.io/) is a Researcher at the Microsoft Security Response Center (MSRC), focusing on machine learning privacy, biomedical data privacy, and applied cryptography. He was previously a Postdoctoral Researcher at Microsoft Research Cambridge (2022–2024). He received his PhD in Computer Science from CISPA Helmholtz Center for Information Security, Saarland University, under the supervision of Michael Backes and Yang Zhang, graduating *summa cum laude*. Before that, he earned his MSc in Computer Science from Saarland University with high honors and his BSc in Digital Media Engineering from the German University in Cairo. His work has appeared at ICML, USENIX Security, CCS, NDSS, and Oakland. We are [BLISS](https://bliss.berlin/) e.V., the **AI** **organization** in Berlin that **connects like-minded individuals** who share great interest and passion for the field of machine learning. This winter 2025/26, we will, again, host an exciting speaker series on site in Berlin, featuring excellent researchers from Tübingen AI Center, DeepMind, Microsoft, King's College London, cohere, and ETH Zürich. Website: [https://bliss.berlin](https://bliss.berlin/) Youtube: [https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin) Disclaimer: By attending this event you agree to be photographed.

*Please note, this event is free but please sign up here so we can inform the venue of your attendance: [https://uxdx.com/community/community-berlin-2026-02-10/](https://uxdx.com/community/community-berlin-2026-02-10/)* Design is changing — both in what we build and how we build it. This month we’ll explore how teams are designing more local, trust-driven experiences that connect online and offline behavior, and how AI is reshaping the way designers move from idea to working prototype. Together, these perspectives show how design is evolving at both the strategic and execution levels: from what we build for people, to how quickly and effectively we can build it. **AGENDA:** **6:00 PM:** Registration and networking **6:20 PM:** Welcome from UXDX Berlin **6:30 PM:** Talk: *"From Marketplaces to Neighborhoods"* with **[Yihui Liu](https://www.linkedin.com/in/yihui-liu-b98627121/),** Product Design Lead, eBay An exploration on how eBay uses design to shift their experience from a global marketplace to a more local, human, and connected ecosystem. **7:00 PM:** Talk: *"3 Months to 2 Weeks: Using AI to Build MVPs in a Single Design Sprint"* by **[Behrad Mirafshar](https://www.linkedin.com/in/behradmirafshar/),** CEO, Bonanza Studios Practical walkthrough of how they've compressed the design-to-working-prototype cycle using tools like Claude Code + Figma Make. What works, what doesn't, and where the hype falls short. **7:30 PM:** Closing Remarks **7:40 PM:** Networking Thank you [Delivery Hero](https://www.deliveryhero.com/) for supporting the event. See you there!

Cuban salsa classes every Tuesday. Join us, improve your skills, save lives and make friends! **Classes:** 19:00 - Improvers 2 (New routine starting every month) **Price: (Card payment only)** 1 class - 7€ 10 class pass - 49€ or 42€ reduced* (To use within 11 weeks. Valid for all our classes. It can only be used by one person per class. No refund possible) * Reduced price for students, Schüler, Azubis, H4-Empfänger, and pensioners/retired folks. A valid proof is needed. **Why should you learn Salsa, and why with us?** - It's great fun! - You get to know loads of new people. - No fix starting date - you can start any week. - No dress code - come in whatever you feel comfortable in. Note:No outside shoes in the room: socks or a pair of clean shoes will be required - No partner needed - we change regularly during the classes (bring all your friends though!) - You can help us make a difference! **What is Salsa4Water?** Simple! We teach Salsa and donate all our profits to the NGO Welthungerhilfe, which uses these funds for their local projects in Malawi. Welthungerhilfe fights for equal access to safe drinking water, sanitation, and hygiene in nearly 40 countries world wide. This gives you the chance to save lives while dancing!

A Berlin meetup bridging Product, UX, Design, and Dev to build better products, faster. A collaboration between UXDX Community and UX Gym. This is our first event of the year, and it's in person. Throughout 2025, we'll host more events and partner with conferences to bring you exclusive discounts. **[Registration Link](https://uxdx.com/community/community-berlin-2026-02-10/)** **From Marketplaces to Neighborhoods** An exploration of how eBay uses design to shift its experience from a global marketplace to a more local, human, and connected ecosystem. [Yihui Liu](https://www.linkedin.com/in/yihui-liu-b98627121/)[,](https://uxdx.com/profile/yihui-liu/)Senior Product Design,eBay **3 Months to 2 Weeks: Using AI to Build MVPs in a Single Design Sprint** Design tools come and go. The craft stays. Over the past year at Bonanza I've been testing where AI actually fits into how we work. Not as a replacement for thinking, but as a way to show up to a design sprint with something tangible. We now walk into day one with a working prototype. Clients see real interactions, not wireframes. Conversations shift from "imagine this" to "try this." That compression changes everything downstream. On February 10th, I'm breaking down our process at the UXDX Community event in Berlin. How we use Claude Code and Figma Make to go from brief to functional MVP in two weeks. What worked, what flopped, where the hype doesn't hold up. If you're a product leader or designer trying to figure out where these tools actually fit, this one's practical. [Behrad Mirafshar](https://www.linkedin.com/in/behradmirafshar/)[,](https://uxdx.com/profile/behrad-mirafshar/) CEO,Bonanza Design

**Chat & Updates:** Telegram: [https://t.me/+VfHrJXPGVWLflGhz](https://t.me/+VfHrJXPGVWLflGhz) Discord: [https://discord.gg/SVb44D9](https://discord.gg/SVb44D9) **\*Deutscher Text unten\*** **Come & go as it fits your schedule** We are meeting in-person and online every week. We offer an office environment for self-study, work and presentation/discussion (lightning talks). **Schedule:** * 10am open doors * 10am online video conference open [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * optional, afternoon, around 1pm: 1h presentation session (if requested / offered) * 6pm or extended open-end **Open co-working / co-learning** work on the FreeCodeCamp curriculum or your own project. Vibe inside but vape outside. **Mutual exchange** and support is welcome. English and German, as needed. We have fast internet, chocolate bars, drinks and a nice atmosphere. :-) **Personal Consultation / Career advice** Bodo runs this meetup for many years. As a Senior Dev/DevOp he is open to giving guidance for your questions about career development. Book a free appointment (up to 60min) with him here: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Code presentations on the projector** Everybody can participate. Show your code and present your project/problem. Get feedback or help and let others learn from you! You don't have to prepare a fancy presentation, show us what you're working on. Also in English or German, as you feel more comfortable. **Komm und gehe jederzeit. Zeitplan:** * 10:00 Uhr Öffnung vor Ort * 10:00 Uhr online room [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * Nachmittag, ca 13 Uhr: optional 1 Std. Präsentation / Gruppen-Diskussion (nach Angebot/Bedarf) * 18:00 bzw. länger, open-end **Präsentationsrunde** nach Bedarf und Angebot am Nachmittag. Dort man kurz zeigen, woran man gerade arbeitet, eventuell Hilfe bekommen oder interessante Tool vorstellen. Du musst keine große Präsentation vorbereiten. Ebenfalls auf Englisch oder Deutsch, wie Du Dich wohl fühlst. **Gegenseitiger Austausch** und Unterstützung sind willkommen. Es wird Englisch und Deutsch gesprochen. **Persönliche Beratung / Karriereempfehlung** Bodo veranstaltet dieses Meetup seit vielen Jahren. Als Senior Dev/DevOp gibt er Dir auch persönliche Ratschläge für Karriere im 1:1 Gespräch. Reserviere Deinen kostenfreien Online-Videocall (bis zu 60min) hier: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Tech & Buzz:** Claude Code, nodeJS, npm, nvm, TypeScript, JavaScript, Bootstrap, Tailwind, Bulma, React, Angular, NextJS, Vue, Nuxt, Docker, Container, Virtualization, Django, Codex, LLM, vibe coding, static site generation, OAuth2, Simple SAML, UX, UI, CMS, markdown, Hugo, Netlify, freeCodeCamp, Udemy, Community, Frontend Masters, Backend, SQL, noSQL, MySQL, Python, Linux, Development, git, Version Control, HTML, CSS, Open Source, Responsive Web design, Relational Database, API, Data Science, Machine Learning, Infosec, Cybersecurity, Big Data, AI, Artificial Intelligence, ChatGPT, Stable Diffusion, Data Structures, Data Mining, Ethical Hacking, OSI, Network Security, Julia, Deno, Test driven development, CI, continuous delivery, Deployment Pipe, Bash, devOps, Gitlab, GitHub, Jira, Cloud Computing, Azure, AWS, Apache Server, SSH, Algorithm optimization, SEO, C/C++, Mobile Apps, Apple iPhone, mac OS, Firefox, Chrome, Android, Programming Languages, Cryptography, Patching, Blockchain, DApp, Solidity, Analytics, geek, nerd, Neural Network, MongoDB, ExpressJS, Flutter, Go Lang, AJAX, OOP, UML Diagram, Computer Science, Engineering, Modell, View, Controller, Requirements, risks analysis, PKI, SSL, PGP Certs

**We are starting into a new round of having some human magic happen :)** **What to expect at an Authentic Games Berlin event?** Authentic Relating is embodied communication practice. We search for authenticity – staying true to your needs, feelings and boundaries – while relating to other human beings with their needs, feelings and boundaries. **Theme of the evening: Love** What does it mean to truly love - ourselves, each other, the world we move through? Love is a word we use easily, yet its textures, shapes, and expressions are endlessly diverse. In this session, we invite you to slow down and explore the many ways love can live in us: the tenderness, the courage, the boundaries, the longing, the generosity, the quiet presence that asks for nothing in return. Over two hours, we will sense into the qualities and values that form our personal understanding of love. Through guided Authentic Relating games, we will make space to feel love in the body, to notice its nuances, and to discover how differently - and how similarly - it can show up for each of us. Together, we will expand our capacity to love and be loved, while honoring a simple truth: every one of us is 100% lovable. This evening is an invitation to meet love not as an ideal, but as a lived experience - something we can cultivate, express, and receive with more awareness and more ease. As always: Come curious and leave connected. Join us on Tuesday, **10th Feb** 2026 at **Café Maggie**, [Frankfurter Allee 205, 10365 Berlin](http://maps.google.com/maps?q=Frankfurter%20Allee%20205%2C%2010365%20Berlin), **7–9 pm** (please come to land up to 15 minutes earlier, as we start at the full hour, doors close at 7pm) **Price** The event is donation based. Cash or PayPal only, no registration needed. Suggested donation: 8-20 €. No one will be turned away due to the lack of funds. **What to bring?** Nothing but you. You have everything you need to take part in this experience of human connection. **Everyone is welcome to join. Even if you are on the waitlist here on Meet-Up, please come and join us - we will have a spot for you.** **No previous experience with Authentic Relating Practices needed.** **Spread the word. Bring a friend - all are welcome. We look forward to seeing you there.** **Accessibility and diversity note** We aim to make our Authentic Games events accessible and diverse. We would like to explicitly welcome everybody, regardless of age, social background, identity, body shape, (dis)abilities etc. We put effort into dismantling biases and systems of oppressions we participate in as well as meeting various access needs. Feel free to contact us at [[authenticgamesberlin@gmail.com](http://authenticgamesberlin@gmail.com)]([mailto:authenticgamesberlin@gmail.com](http://mailto:authenticgamesberlin@gmail.com)) if you have any concerns or questions in this regard. Authentic Games events are based on talking and listening to other people in pairs, trios or bigger groups. Depending on the number of participants, this may generate a considerable level of noise in the space. The event is held in English with possible translation to German or Polish. While playing the game you can talk in a language you choose with your partner(s). Sometimes the games may also involve movement (for example walking). Consensual touch with other participants is allowed but never necessary. The upcoming event is happening in Café Maggie at Frankfurter Allee 205 – next to U-Bahn Magdalenenstraße. The space is on the ground floor, but there is one small doorstep at the entrance. There is a barrier free toilet inside. Despite the name, you cannot buy drinks in Café Maggie, but we provide water and tea for participants.

It's all about getting to know new people from your favorite industry. So if you are interested in Motion Design, 2D or 3D Animation, CGI, Illustration or any related field, feel free to join us. Grab a beer in a relaxed atmosphere, have a nice chat about key frames or discuss your next project! Beginner or expert – wir freuen uns auf dich!

📅 **Week 4 Focus: Calling LLM via API** Each 7-week cycle focuses on a small, well-defined part of a larger system—and over time, these cycles build toward a complete, real-world project Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed! 📌 By the End of a Full Cycle, You should Have 🎯 A working project in your own GitHub repo 🎯 A small but real portfolio piece you can demo or write about 🧠 **Current Project** This cycle’s shared project is an **image-based knowledge extraction system**. In Week 3, we trained a deep learning object detection model (YOLO) and learned how modern computer vision models are built. **In Week 4** we will try **LLM-based image understanding via APIs** to extract structured information from images and comparing this approach with traditional computer vision and building your own deep learning methods. * \*\*\* **👋 Who Is This For?** 🔹 Beginners who learn best by doing — no prior experience needed 🔹 Career switchers from product, engineering, design, marketing, or other fields who want to break into data 🔹 Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects 🔹 Data professionals who want a creative playground outside of work 🔹 Anyone with big questions and a love for learning through experimentation \*\*\* **BUILD. LEARN. EXPERIMENT. OVER COFFEE.** Come hang out, meet like-minded people, and work on something fun. 📍 Based in Berlin – in-person meetups only (for now!) 💻 Laptops + ☕ highly encouraged Join our Discord → [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w) Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing) \*\*\* ✨ Who’s Hosting? I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.

Welcome to the PyData Berlin February meetup! We would like to welcome you all starting from 18:00. There will be food and drinks. The talks begin around 18.30 and the doors will close at 18:45. **Make sure to arrive on time!** Please provide your first and last name for the registration because this is required for the venue's entry policy. If you cannot attend, please cancel your spot so others are able to join as the space is limited. **Host**: **GetYourGuide** is excited to welcome you to this month's version of PyData. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* The Lineup for the evening **Talk 1: How Data (Science) is Transforming Professional Sports** **Abstract**: From Moneyball's linear regression revolution to AlphaGo's Move 37, data science has fundamentally reshaped how we understand and play sports. This talk explores three key dimensions of this transformation: first, how analytics revolutionized scouting and training—from the Oakland Athletics' 20-game winning streak to Liverpool FC ending their 30-year championship drought through data-driven player selection. Second, how machine learning and real-time tracking systems have changed gameplay itself, making the mid-range jump shot obsolete in basketball and revealing chess strategies that had eluded grandmasters for thousands of years. Finally, we'll examine the darker consequences, including how ML-powered microbetting has transformed sports gambling into a $149 billion industry that resembles slot machines more than traditional wagering. This talk offers insights spanning baseball, soccer, basketball, chess, and Go - demonstrating how data science doesn't just optimize existing strategies, it fundamentally questions the assumptions entire sports were built upon. **Speaker**: Kaan Isik **Bio**: Kaan Isik is a Data Scientist at GetYourGuide where he works on the Activity Ranking team. As a member of this team, he focuses on developing and optimizing the learn-to-rank deep learning model that powers real-time activity recommendations for millions of travelers worldwide. His work directly impacts how users discover activities across GetYourGuide's platform, making their travel planning more personalized and efficient. **Talk 2: Can Foundation Models outperform classic ML on structured data? Hands-on experience with TabPFN** **Abstract**: LLMs excel at generalising over text data, but cannot reliably predict outcomes from spreadsheets and databases, which drive most critical decisions across medicine, finance, science and virtually all industries. In this talk, we will showcase how TabPFN, Tabular Foundation Model developed by Berlin-based Prior Labs, successfully generalises over structured data problems, beating classic ML with win rates ranging from 100% to 87%. **Speaker**: Diana Kriuchkova **Bio**: Diana is leading Product at Prior Labs. She is a part of the team developing TabPFN, a foundational model for tasks on structured data. TabPFN was published in the 2025 issue of Nature journal, and has shown to beat classic ML methods like XGBoost in >80% of cases. Diana's former background is in machine learning, and she spent last years leading product at developer-focused startups in Berlin. **Lightning talks** There will be slots for 2-3 Lightning Talks (3-5 Minutes for each) between the two main talks. Kindly let us know if you would like to present something :) \*\*\* NumFOCUS **Code of Conduct** THE SHORT VERSION Be kind to others. Do not insult or put down others. Behave professionally. Remember that harassment and sexist, racist, or exclusionary jokes are not appropriate for NumFOCUS. All communication should be appropriate for a professional audience including people of many different backgrounds. Sexual language and imagery are not appropriate. NumFOCUS is dedicated to providing a harassment-free community for everyone, regardless of gender, sexual orientation, gender identity, and expression, disability, physical appearance, body size, race, or religion. We do not tolerate harassment of community members in any form. Thank you for helping make this a welcoming, friendly community for all. If you haven't yet, please read the detailed version here: https://numfocus.org/code-of-conduct \*\*\*

**Important:** Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026021300)[ ](https://www.aicamp.ai/event/eventdetails/W2025103101)is required for admission.(RSVP is turned off on meetup) **Description:** Join Google Cloud Labs for an immersive, hands on workshop learning how to build and scale production-grade AI agents with Cloud Run and GPU support. This is a hands-on program designed to take your AI applications from prototype to full-scale production. In the world of AI development, a great idea is just the beginning. The real challenge lies in transforming that initial spark into a secure, scalable, and robust application that can handle real-world demands. Get ready to get your hands dirty! This is an interactive session, not a lecture. Through a series of live labs, you'll tackle real-world challenges, from securing your services to deploying advanced AI agents. You will leave with practical skills and the confidence to take your own AI projects to the next level. **What You Will Learn:** * **Deploy Secure, Production-Ready Services:** Master the essentials of securing your applications on Cloud Run. You will build and deploy a Model Context Protocol (MCP) server and learn to implement authentication to ensure that only authorized clients and agents can interact with your service. * **Build Intelligent Agents:** Dive into the Agent Development Kit (ADK) to construct an intelligent agent capable of understanding a goal and using tools to achieve it. You'll connect your agent to the secure MCP server you built, giving it the power to perform real-world tasks. * **Containerize and Deploy:** Take your working agent and prepare it for a consistent, portable deployment. This is a crucial step for managing applications in a serverless environment. * **Harness the Power of GPUs on Cloud Run**: Deploy your containerized agent to a Cloud Run instance and attach a GPU to accelerate your models. You will gain hands-on experience managing production configurations and testing a live, GPU-accelerated application. **Agenda** * 9:00AM - 9:30AM: Check-in, Networking, Coffee, and Breakfast * 9:30AM - 10:00AM: Keynote: From AI Prototype to a Multi-Component Production App * 10:00AM - 10:20AM: Tech Talk 1: The New Agentic Workflow: Empowering AI with Tools via MCP * 10:20AM - 11:20AM: Lab 1: Deploy a Secure MCP Server on Cloud Run * 11:20AM - 12:30PM: Lab 2: Use an MCP Server on Cloud Run with an ADK Agent * 12:30PM - 1:30PM: Lunch Break * 1:30PM - 2:10PM: Tech talk 2: From Agent to Application: Production Patterns for Scalable AI * 2:10PM - 3:20PM: Lab 3: Deploying a Production-Grade Agent to Cloud Run with GPU * 3:20PM - 3:30PM: Closing remarks & the path forward * 3:30PM - 4:30PM: Q&A, Networking, and Happy Hour

Remembering Stillness: A Ceremony for Deep Rest A space for woman to come into the present moment & their natural cycles with nothing to do. No expectations, no effort, just the allowance to be held in stillness and rest at the end of the week. Process: \~guided meditation \~rest & stillness -journaling \~sharing round When: Friday 25.07.2025 @7 PM-8:30PM Where: Neckarstr.12 12053 Berlin, Neukölln Doorbell: Buddhismus Berlin Payment: • Donation Based: minimum 15€ cash at entry • minimum 15€ Eventbrite Ticket: https://www.eventbrite.de/e/1440832682339?aff=oddtdtcreator • Urban Sports: https://www.urbansportsclub.com/venues/30091.

Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-berlin-february-ai-meetup) to view the agenda and guarantee a spot. Welcome to the most electrifying and ground-breaking AI Meetup in Berlin! Join us once a month as we delve into the world of artificial intelligence, explore its cutting-edge practical applications, and marvel at the astonishing projects that are shaping our future. Why should you attend? • Get up close and personal with the AI projects that are redefining the boundaries of technology and human potential. • Learn from the brightest minds in the field and gain valuable insights into the ever-evolving AI landscape. • Unleash your curiosity, fuel your creativity, and expand your network as you connect with fellow AI aficionados and pioneers. What you can expect? Mindstone events consist of three talks covering different aspects: • What I Learned Building With LLMs: A technical demo breaking down the process for building a product using AI with real-life learnings and insights. • How To Be More Productive Using AI: A practical demo and step-by-step guide on how to use AI to speed up and improve tasks. • What Does The Future Look Like With AI?: A theoretical talk on the impact of AI on work, life and society. After the talks we'll have pizza, drinks, and networking. Don't miss out on this extraordinary opportunity to witness the AI revolution in action. It's time to embark on a thrilling journey into the future and discover the endless possibilities that lie within the realm of artificial intelligence. Reserve your spot today for the ultimate AI experience! 💡✨ (https://community.mindstone.com/events/mindstone-berlin-february-ai-meetup) Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-berlin-february-ai-meetup) to view the agenda and guarantee a spot.

Our friend **Dmitri Katz**, a 10 years+ long time friend and huge supporter of **STEM4Health**, **G4A**, **Digital Health**, and every **Innovation in Healthcare**, is organizing this event. I highly recommend to attend. Please register at https://luma.com/m47avlhj. AI is offering new opportunities to address persistent, high-impact societal challenges. In domains where social and human stakes are high, practical value will depend not only on technical performance, but on how well AI systems are aligned with ethical, institutional, and operational realities. Addressing this need requires sustained, cross-disciplinary collaboration grounded in real-world practice. To this end, **ÆTHOS Berlin** is building an interdisciplinary community of founders, researchers, practitioners, domain experts, and policymakers. ​In this workshop, we will discuss real-world care challenges and the constraints that shape responsible AI use. Participants are invited to contribute practical perspectives. ​**What we aim to produce:** ​The workshop will produce Challenge Briefs: short documents that describe (a) a concrete care problem, (b) its real-world impact, and (c) the key institutional, ethical, and practical constraints involved. Where it emerges naturally, the briefs may also note open directions for work, such as further research or approaches for AI implementation. The briefs will be published publicly after the event and shared as reference material for future research and innovation. ​**Workshop format (2 hours):** * ​Short, problem‑focused inputs from care‑domain experts, early‑stage startups, and other workshop attendees. * ​Small, mixed working groups * ​Each group drafts one brief using a simple structure: Problem · Impact · Constraints · Directions * ​Sharing and discussion ​**Why your participation matters:** * ​Help ensure that actual constraints shape how AI problems are defined * ​Bring institutional, ethical, and operational realities into the discussion early * ​Contribute to challenge definitions that shape the community’s future focus * ​Be acknowledged as a contributing participant in this first workshop ​ **What participation could involve:** * ​Share a real-world care‑domain challenge * ​Contributing to the drafting group * ​Bring a laptop if possible. ​This is an ÆTHOS community initiative. Participants are welcome to share what they are working on, but the focus will remain on problem framing rather than product pitching. If you have questions or would like to help with the workshop, please let us know. Warm Regards, Dmitri Katz ÆTHOS Initiative team [dmitrikatz23@gmail.com](mailto:dmitrikatz23@gmail.com) Place: Æthos Station, 3rd Floor, Lohmühlenstraße 65, Kreuzberg, Berlin

Welcome to our cosy Godot Engine Community Meetup! This is not a structured meeting, but rather a friendly get-together. We will hang out, chat and maybe show some of our current projects! 🦜 Regardless if you are an artist, designer, programmer, beginner, hobbyist, professional or anything in between: join us for sharing knowledge, creating art together, coding together, joining game jams together and having fun! 🌼 This meetup will happen at [c-base](https://c-base.org), Rungestraße 20, 10179 Berlin. 🛰️ You can also join us on [our Discord Server](https://discord.gg/Sm3CgrqqQa). ☎️ Follow us on [Mastodon](https://mastodon.gamedev.place/@GodotUserGroupBerlin) for updates. 📢 Also check out [our website](https://godot.berlin). 🌐 Please be [excellent to each other](https://godotengine.org/code-of-conduct/)! 🕊️

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

**Photography 102: A Deeper Dive Into Photography** **Are you ready to dig deeper into photography? Then this intermediate photography course is perfect for expanding your knowledge of photography!** This intermediate photography class builds upon the foundational knowledge acquired in the Photography 101 class. It focuses on empowering students to move beyond automatic camera modes and take greater creative control over their images. This course uses an engaging and practical hands-on approach to reinforcing these newer and more advanced photographic concepts. **Through hands-on exercises and insightful lessons, you will learn:** * **Master More Advanced Camera Settings** * **Aperture and F-stops:** Understanding how aperture controls depth of field and using it to create blurry backgrounds (shallow depth of field) for portraits or sharp focus throughout a landscape (deep depth of field). * **Shutter Speed:** Learning to utilize shutter speed to freeze fast action or intentionally blur motion for artistic effects. * **ISO:** Exploring ISO settings for optimal image quality in different lighting conditions, understanding the trade-off between sensitivity and potential image noise/grain. * **Exposure Modes:** Beyond "Auto", understanding and utilizing manual (M), aperture-priority (A or Av), shutter-priority (S or Tv), and program (P) modes for specific shooting scenarios. * **White Balance:** Learn how to effectively set white balance controls to represent colors in varying lighting conditions properly. * **Metering and Exposure Compensation:** Understanding how the camera measures light and how to use exposure compensation to fine-tune exposure for desired results. * **On-Camera Flash Basics:** Gaining a basic understanding of when and how to use the built-in flash or external flash units effectively. * **Advanced Concepts and Techniques** * **Composition Beyond the Basics:** Looking at some more advanced composition concepts and taking a deeper look at the Elements of Design, learning to use space more effectively, controlling the elements of the scene that are drawing attention, and mastering visual weight. * **Lighting Beyond Natural Light:** Introduction to artificial lighting, such as off-camera flash, reflectors, and softboxes, to control and shape light for different effects. * **Basic Image Editing:** An introduction to photo editing software like Adobe Lightroom and Photoshop, covering essential tools for adjusting brightness, contrast, color, and sharpness. * **Developing a Personal Style:** Exploring ways to refine a unique artistic voice and create a consistent photographic style. **This class provides the next step in the path to becoming a more proficient and artistic photographer, allowing for more advanced usage of the camera system.** **Prerequisites:** * A camera (film, DSLR, or mirrorless) that has manual controls is required. Hands-on exercises make having the camera in class highly beneficial. You will need at least one lens to evaluate the results of control exercises. * You may attend this class in one of two ways: 1. With a class voucher provided by your retail camera store 2. Purchasing a seat in the class

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** TBD **YouTube Link** TBA

Let’s try MILO this week. Back to our old stomping ground COLUMBUS RECREATION CENTERS require membership fee to play. Register & Pay at the desk when you arrive. $5 day pass is available for first time players. I have some extra pickle ball paddles and balls if you don’t have one. Definitely bring your own paddle if you have one and bring some balls if you have them. Legal Stuff: The event hosts/Organizers are just fellow member volunteers. By participating in any event, you assume all risks of liability and injury inherent in these activities. You are responsible for your own safety and for determining if you are in condition fit to participate. You are also responsible for knowing and abiding by all laws and rules during your participation in any event.
 Photos & or Video: by attending these events you acknowledge photos and or video may be taken and used on this and other platforms.