Collaboration

Communicative, collaborative and creative drawing sessions. Participants draw a central still-life that the group can create themselves until the music track finishes and then pass it to the person on their left. The drawings change hands 3 to 5 times and the end results are always inspiring. After the collaborative warm-up participants can work individually on printing techniques, Mono -printing, tetra-pack or gelli. -printing. Feel free to try out a process that you are unfamiliar with. There will always be somebody to offer advice if necessary Bring A4 paper, and favourite materials, pencils & brushes. You can also use some studio materials in exchange for a small contribution. A fun but informative approach with consistently creative results!

**OpenClaw Anonymous Berlin** Informal meetup for anyone interested in or working with OpenClaw/Clawdbot. No talks or presentations. We discuss setups, learnings, and entrepreneurship. The group is intentionally small (8-12 people) to keep things relaxed. Come as you are. Stay as long as you like.

*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!

* **NEW IG ACCOUNT: @[neurocrafting.berlin](https://www.instagram.com/neurocrafting.berlin/) (ﾉ◕ヮ◕)ﾉ\*:･ﾟ✧** Calling all neurodivergent individuals! Are you tired of starting hobbies that you never seem to finish? Join us for an evening of guilt-free creativity where there is absolutely no pressure to complete anything. **!!!!!!!!** **We will making valentine postcards with magazines or newspapers, so please make sure to bring your old magazines/newspapers (as many as you want) to share with everyone! I will provide scissors, glue and paper. ♡** **!!!!!!** **There is a donation of a minimum of 4-5 euros to cover the materials and space.** In case you wish to pay via paypal: neurocrafting.berlin@gmail.com

**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.

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

Hi everyone, I’m putting together a small, free experimental group for artists in Berlin who feel creatively stuck, blocked, overthinking, disconnected, or burned out. It’s called Creative Block Lab. The idea is to create a thoughtful, hands-on space where we don’t just talk about creative block, but explore it together in real time. Across three sessions, we’ll share experiences, try simple exercises, spend some time working on our own creative projects, and reflect on what’s actually happening as it happens. The intention is to understand our patterns more clearly and experiment with small shifts, without pressure or productivity talk. This is part of a longer project I’m developing around creativity and artistic process, and I’m curious to see what might grow from it as a real artist community over time. For a bit of context: I’m Cuau, a filmmaker and artist based temporarily in Berlin, and I’m currently building a project called The Poetic Toolbox, which explores creativity, creative block, and inner patterns through a mix of reflection, experimentation, and real conversations with artists. Details: •⁠ ⁠Free •⁠ ⁠Small group (6–10 people) •⁠ ⁠Three sessions •⁠ ⁠90 minutes each •⁠ ⁠English •⁠ ⁠Berlin-based •⁠ ⁠Start date likely mid-February •⁠ ⁠Session dates will be decided together with the group to make sure everyone can attend If this resonates, you can read more and apply here: https://docs.google.com/forms/d/e/1FAIpQLSdsjkrPF4BFogvBE_DqgghsoFi2Qh1jZuHm1wCeaHqaXjq36A/viewform?usp=sharing&ouid=117663435027262229150https://docs.google.com/forms/d/e/1FAIpQLSdsjkrPF4BFogvBE_DqgghsoFi2Qh1jZuHm1wCeaHqaXjq36A/viewform?usp=sharing&ouid=117663435027262229150 Feel free to comment or DM me if you have questions.

Hey everyone! I’m organising a co-working + socialising session for all of us who like to work on something (e.g. our own project, freelance or remote work) but don't feel like sitting alone at home. 🙂 To ensure that we have both **socialising** AND **working**, we will be using the so called “Pomodoro” technique: **50min of deep work** (silent), followed by **10min of break** to socialise. Then repeat! If you get into flow, you're also welcome to skip the breaks. It’s an effective way to stay focused - you can read more about it [here](https://en.wikipedia.org/wiki/Pomodoro_Technique). Anyone from any background is welcome, whatever project you are working on or whatever is your personal background. I (the host) speak English and German, so either is fine :-) ——————————————————- AGENDA: * **15min Intro** * Get to know everyone, talk about what you will work on today * **Pomodoro Session** (3x) - *Each Pomodoro session consists* *of...* * ...**50min** of uninterrupted “deep work” (no talking, no interruptions, no phones) * ...**10min** of break: share your progress with others, talk about what you are stuck on etc. * Repeat * Conclude and celebrate your progress Share your progress, socialise and get to know others 😊 ———— We'll be at the Social Hub Berlin (they have a food menu in case you get hungry). The structured part will end at 2:30pm, but you're welcome to stay longer, go for lunch together, or leave earlier. See you there 🩵 **\*\*We'll reserve the long table. Please update your RSVP in advance if you can't attend!\*\***

Hello! I’m organising a coworking + socialising session for all of us who are working on projects (e.g. our own creations, freelance or remote work) but don't feel like sitting alone at home. 🙂 To ensure that we have time for both socialising AND working, we will be using the so-called “Pomodoro” technique: **50 mins deep work** (silent), followed by **10 mins break** to socialise. And then repeat! You are welcome to join whatever your personal background is, and whatever project you are working on. I (the host) speak English and German, so either language is fine. ——————————————————- AGENDA: * **Short Intro** Tell us who you are and share something about what you will be working on today * **Pomodoro Session** \- 3x \(3h\) Each Pomodoro session consists of 50 mins focused “deep work” (no talking, no interruptions, **phones on silent mode**) -> then 10 mins break: a chance to share your progress with others -> Repeat * **15 mins Wrap Up** Celebrate what you achieved and get to know others 😊 ———— The location is **Espresso House near Checkpoint Charlie** (they have multiple outlets - so be sure to go to the correct one!) Wifi + power plugs are available - but best to bring a fully charged laptop, just in case 🙃 You **do not** have to pay anything. But since we are using the café space, it is common courtesy to buy at least one drink (coffee costs roughly **4 Euros**).

**Village Heart Circle** hosted by **Marco Astolfi** & **Torsten Bless** for **GBTQ men\*** [free event with registration](https://wearevillage.org/shop/heart-circle/w46-2025) Are you looking for a space where you can express your feelings and share your experiences in a loving and supportive community of GBTQ men\*? In this circle we can sit together peacefully to speak from the heart and listen with our hearts, honouring the different ways from which we come in a safe and non-judgemental space, honouring the different ways from which we come in a safe and non-judgemental space. The Heart Circle is a practice originated by Native Americans and adopted by the Radical Faeries to build community. **General Information** We open the doors at 7:30 p.m. To protect the integrity of the Heart Circle, we ask that you arrive before 8:00 p.m. **Language**: This event will be in German and/or English depending on participant needs. 🔵 Suchst du nach einem Ort, an dem du deine Gefühle und Erfahrungen teilen kannst, in einer unterstützenden Gemeinschaft von schwulen, bisexuellen, trans und queeren Männern\*? Der Kreis ist ein Ort, an dem wir friedlich zusammensitzen, aus dem Herzen sprechen und mit dem Herzen zuhören können. Ein Ort, an dem wir die unterschiedlichen Lebensumstände, aus denen wir kommen, respektieren, ohne zu urteilen. Der Heart Circle ist eine Praxis, die von den Ureinwohnern Nordamerikas stammt und von den Radical Faeries übernommen wurde, um Gemeinschaft zu bilden. **Hinweise** Wir öffnen die Türen um 19.30 Uhr. Um die Unversehrtheit des Heart Circles zu bewahren, bitten wir dich, vor 20:00 Uhr zu erscheinen. **Sprache**: Je nach Bedürfnissen der Gruppe werden wir Deutsch und/oder Englisch sprechen.

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 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 \*\*\*

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

**Agenda :** * 4.30 to 4.45 PM ET: Food and Networking * 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)" Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.** **Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition) **Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data. Attendees will learn practical patterns for implementing MCP in production workflows and applications. Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems. **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

**Information to be updated!** **7:30 - 8:30 PM: Waltz Dance lesson by** **Guest Instructor TeRay Bingam of Crown Dance Studio** **8:30 - 11:00 PM: Ballroom Dance music by DJ TeRay Bingam of Crown Dance Studio** $15 (cash or check) includes the lesson plus the dance, cold water and scrumptious snacks Dress is "ballroom casual." Please no cutoffs, T-shirts or jeans. Dress to Impress! No experience, reservations or partner needed. All Singles Welcome!! 1,850 sq. ft. beautiful oak dance floor. Plenty of free, safe parking

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

This volleyball game is for BB/A or higher level players. Everyone will be on waitlist first and one day before the game I will move players in.

## **1 Million Cups Loudoun Special Event: Mentor–Mentee Business Matchmaking** **Tuesday\, February 11 \| 9:00 AM – 10:00 AM** **Venture X Loudoun** Join us for a special edition of 1 Million Cups Loudoun designed to spark meaningful connections and accelerate business growth. Our **Mentor–Mentee Business Matchmaking Session** brings together entrepreneurs seeking guidance with experienced professionals ready to share their knowledge, insight, and real-world perspective. This live, interactive session is intentionally structured to help foster relationships that extend far beyond the meeting room. Whether you’re navigating a new stage of business, facing a challenge, or simply looking for trusted advice, mentorship can be one of the most powerful tools in your entrepreneurial journey. **What to Expect:** * Facilitated mentor–mentee introductions * Purposeful conversations focused on business growth * Opportunities to exchange ideas, experiences, and strategies * A supportive environment built on collaboration and community **Who Should Attend:** * Entrepreneurs looking for guidance and fresh perspective * Business owners ready to give back as mentors * Leaders who value connection, collaboration, and community-driven growth At 1 Million Cups Loudoun, we believe entrepreneurs grow stronger together — and this session is designed to help make those connections happen in real time. Come ready to connect, learn, and take the next step in your business journey.

Join us on **Tuesday, February 10, 2026,** for our next **Loudoun CyberTech Event** at **Honor Brewing Company** at **42604 Trade West Dr, Sterling, VA 20166**! Want a custom name tag to enhance your networking opportunities? Register here and yours will be ready at the door: https://share.hsforms.com/1nxjC-D1RQISSo6DBxjhJ4wdwxz1 Please join us for an evening with **David Beabou**t to explore what success actually looks like in a cyber community! Expect a lively, interactive conversation grounded in real world experience, shared learning, and practical insights. With over 17 years in cybersecurity and national security, **David Beabout** brings a rare blend of operational depth and executive leadership, currently serving as **Deputy Global CISO at NTT Security Holding**s, with prior experience at **Deloitte, Booz Allen**, and **U.S. Army Counterintelligence.** He has advised C-Suite leaders and government partners to rearchitect threat intelligence across 900+ companies worldwide and actively gives back through board service with **NightDragon** and as an advisor to **The Cyber Guild.** Bring your ideas, your perspective, and your energy for an engaging February session! **Agenda** 5:30 Social hour and networking begins 6:00 Welcome 6:15 Conversation with **David Beabout** 7:00 Open Mic & Networking Continues 7:30 Adjourn