User Research

📖 Time to revisit our classic format and **talk about a great book** again🤩! At our May event, we'll discuss **Vivienne Ming's** “***Robotproof: When Machines Have All The Answers, Build Better People***”. Vivienne is is an American theoretical neuroscientist and artificial intelligence expert, and a self-professed Professional Mad Scientist. Her life and work are both extraordinary, and her latest book provides an actionable framework for rising above the “*the homogenized, vanilla world associated with AI”* (Forbes). There’s lots to mull over, get inspired by, and take home from her writing - so don’t hesitate and join the discussion! Don’t worry if life is too busy to read a whole book: It is absolutely not mandatory. We’ll provide enough information so everyone can learn something and connect insights to their own thinking and experiences. If you want to familiarise yourself with the author’s work, there are lots of podcasts you can listen to, like this one: [https://podcasts.apple.com/at/podcast/stop-letting-ai-think-for-you-dr-vivienne-ming/id212382281?i=1000758167430](https://podcasts.apple.com/at/podcast/stop-letting-ai-think-for-you-dr-vivienne-ming/id212382281?i=1000758167430) There’ll also be time for **networking and conversation** over drinks and snacks (donations welcome, please bring some cash 😊). By participating, you agree that your likeness may be recorded and authorise UX Vienna to use any such recordings for event documentation and promotional purposes.

Triff andere Keycloak-Nutzer, tausche dich aus und erfahre von Experten, wie Keycloak in komplexen Szenarien eingesetzt wird. **🗓️ Agenda** **Session** **#1: AI Meets Identity: Managing Keycloak with Natural Language via MCP** 🗣️ **Speaker:** Marcel Mayer, m2-consulting * Aufbauend auf unserem Talk auf der Keyconf 25 in Amsterdam (Video: [https://youtu.be/DNu2UnrsiCI?si=MrbdXTdpHrCwmGPi](https://youtu.be/DNu2UnrsiCI?si=MrbdXTdpHrCwmGPi)) * Weiterentwicklung des Knowledge-Graph-Ansatzes für konversationelle Keycloak-Konfigurationsanalyse * Nächster Schritt: derselbe Graph als Basis für AI-gestütztes Offensive Security Testing * Kombination aus graphbasiertem Reasoning und LLM-basierter Angriffplanung zur Automatisierung von: * Reconnaissance * Erkennung von Fehlkonfigurationen und strukturellen IAM-Anti-Patterns (z. B. God-Roles, übermäßige Privilegvererbung) * Schließt den Security-Loop: Discover, Exploit, Fix, Verify * Inklusive Live-Demo **Session #2: Effiziente Benutzeradministration im B2B-Bereich durch Föderation und Automatisierung**: 🗣️ **Speaker:** José Tojo, APA-IT * Herausforderungen für User und Organisationen * Einführung einer Föderation mit Account-Provisionierung und automatisierter Berechtigungsvergabe * Integration von Keycloak mit Externen IdPs und internen Komponenten * Ergebnisse und Mehrwert * Lessons learned aus Kundenprojekten * **Networking & Austausch:** Nutze die Gelegenheit, dich mit anderen Keycloak-Anwendern und -Experten auszutauschen. Diskutiere aktuelle Herausforderungen, Best Practices und Entwicklungen rund um Keycloak. 🍕 Getränke & Snacks inklusive! **Jetzt anmelden und deinen Platz sichern!** Wir freuen uns auf spannende Gespräche und einen intensiven Austausch rund um Keycloak!

**Women in AI Austria - Vienna Meet up -Afterwork Edition** **Come, connect, learn, and get inspired.** Join us for a relaxed evening of **AI discussions and great conversations** at Trinity pub in the beautiful center of Vienna Whether you are an experienced professional, a newcomer to the field, or simply curious about AI– we are very happy to welcome you! Let’s enjoy a great Afterwork. **When:** **May 28th** \| Doors open at 6 PM **Where:** Trinity Pub, Rilkeplatz 3 1040 Wien **What to expect:** * Get to know WAI Austria and members * Versatile discussions about AI, new technologies, and everything you are interested in :) * Great people and delicious food (**SELF PAYMENT** :) ) **We are very excited to meet you but** **please only register if you plan to come.** **Please cancel your registration to free up the spot for someone on the waiting list!**

Special (aka "no time to prepare more") - Edition of the **PostgreSQL Meetup in Vienna** is coming up! We have no talks planned, no agenda in place. Just join for drinks and meals and networking with other PostgreSQL people. **When:** May 28, 2026 — 6:30 PM to 8:30 PM **Where:** [Siebensterngasse 19, 1070 Wien](https://goo.gl/maps/iVsME3acGpodHrsRA) https://www.7stern.at/ Vienna - Table is reserved for "Postgres Meetup" **Preliminary Agenda:** The group makes the agenda :) please RSVP. I will organize a place to meet, drink & eat.

## **GenAI Community: Advanced Gen AI Edition** Cisco Systems Austria\, Vienna \| May 28th \| 17:30 Advanced Gen AI is moving beyond experimentation – and the focus is shifting towards real-world applications and scalable systems. Together with leading voices from Austria’s AI ecosystem, we will dive into advanced use cases, technical breakthroughs, and practical lessons learned when building and deploying next-generation AI systems. Hosted by Ruben Hetfleisch (AI Austria). *** ### **17:30 – Welcome & Opening** Hosted by Ruben Hetfleisch (AI Austria) → Setting the stage: from Gen AI hype to advanced real-world applications *** ### **17:40 –** eustella: Make Europe's Greatest Agent (MEGA) Jakob Steinschaden (AI Newsrooms Technology GmbH) *** ### **17:55 –** How to Compliance in times of GenAI (A knowledge graph approach) Lisa Katzenschlager (cdot) *** ### **18:10 –** AI Tools at Cisco: Discover Real-World Use Cases That Boost Adoption Stefan Honeder & Mustafa Rafie *** ### **18:20 –** AI Förderbuddy: Automizing funding proposals - an agentic approach Michael Neuberger *** ### **19:00 – Networking, Drinks & Conversations** → Meet the speakers, exchange ideas and connect with the AI community *** More speakers to be announced soon! *** 📍 **Location** Cisco Systems Austria, (Tegetthoffstraße 1, 1010 Wien) 🗓 **Date & Time** From 17:30 🎟 **Admission** Free & open to the community – limited seats

💻 Build Your AI Assistant AI Career Coach * AI Marketing Assistant * AI Content Creator * AI Travel Planner * AI Business Assistant 🧩In this practical workshop, you’ll build your own AI assistant for work, business, or everyday life. ⛳️Participation fee is 10€ (cash) 🌏Register if you come and unregister if you don’t come 👨‍💻This workshop is designed for beginners, freelancers, professionals, and business owners who want to start using AI in a practical way. During this hands-on session, you will: ✅ Learn how people use AI to save time and work smarter ✅ Discover the most useful AI tools for everyday work and life ✅ Build your own AI assistant step-by-step ✅ Get ready-to-use prompts and templates ✅ Meet like-minded people interested in AI and the future of work 🚀WHAT YOU WILL BUILD You can create: * AI Productivity Assistant * AI Marketing Assistant * AI Career Assistant * AI Content Creator * AI Business Assistant * or your own custom AI helper WHO IS THIS FOR? * Beginners curious about AI * Freelancers * Entrepreneurs * Office workers * Creators & marketers * Anyone who wants to work smarter with AI 📚Bring your laptop and leave with tools you can use immediately. Build your own AI assistant in 2 hours🔥 Join us on Instagram to follow events https://www.instagram.com/makegoodfriends?igsh=YjA2czVxNjF0cGJi&utm_source=qr

Heartfulness-Meditation entspannt den Geist und stärkt das Herz. Es sind keine Vorkenntnisse oder Erfahrungen erforderlich. Und so wie die Luft uns allen frei zur Verfügung steht, so ist es auch diese Meditation. Heartfulness-Meditation relaxes the mind and strengthens the heart. No prior knowlege or experience is required. And just as air is freely available to all of us, so is this meditation.

Dear Data Enthusiasts, Join us again on **29th of May** at **A1** to learn about the psychological implications on employees when transforming the data landscape of an organization. In addition, we will finally have a talk about the open source framework Metaxy and how it can help to cut costs of multimodal AI pipelines. A big thanks goes to our co-organizers from the A1 Telekom and our sponsor Cloudera! **A Psychological Autopsy of a Data Transformation** *Dávid Farkas* Five years ago, a small European university decided to build and implement a data strategy from scratch. Greenfield in the truest sense: data governance was an unheard term and in practice it meant local Excel files duplicated across inboxes; "the database" usually referred to whichever spreadsheet someone had emailed most recently. Over four years, we designed and rolled out new systems, established governance structures, hired a team, and delivered real wins. We also watched a significant portion of the work get undone in months once leadership changed. This talk is a psychological autopsy of that transformation — what was planned, what worked, what quietly collapsed, and why. Universities are an unusually honest laboratory for studying data initiatives: decentralized power, competing stakeholder logics, weak formal hierarchies, and ambiguous success metrics make every human dysfunction that exists in corporate environments more visible. Drawing on behavioural science and nearly five years leading this initiative, I'll walk through the recurring failure patterns I see across data and AI projects more broadly — algorithm aversion, NIH syndrome, the gap between executive sponsorship and operational ownership, and the under-recognised role of organisational identity in determining which systems survive a leadership change. The argument is not that technology doesn't matter — it's that the human substrate determines whether any of it sticks. Borrowing Kranzberg: technology is never neutral, and neither are the people implementing it. **Dávid Farkas** is a research psychologist (PhD) and data scientist based in Budapest. He co-founded Principle Zero, which helps companies, NGOs, and researchers take on complex challenges in data strategy, digital and AI transformation, research, product development, and science communication. We bring behavioural science to problems most consultancies treat as purely technical, focusing on the human and organisational factors that determine whether ambitious projects survive contact with reality. Previously he led data science and digitalisation at MOME Budapest, with earlier industry experience applying machine learning. **Optimizing Multimodal AI Pipelines with Metaxy** *Georg Heiler, Hernan Picatto* The AI era has caused a fundamental shift in computing, moving us toward complex multimodal pipelines. However, these new systems are often incredibly wasteful. Right now, small changes to an input can trigger massive recomputations across very expensive processing steps. In this talk, we will explore Metaxy, an open source Python framework built to solve this exact problem. Metaxy provides sample level metadata versioning and acts as the universal glue for incremental data pipelines. We will discuss how its field level provenance allows your pipeline to only recompute what actually changed. If you update an audio file, for example, Metaxy knows to skip downstream face recognition steps that only rely on video. Whether you are a startup stretching your compute budget, an enterprise scaling ML infrastructure, or a researcher in academia, you will learn how to use Metaxy to iterate faster, cut cloud costs, and build highly efficient AI workflows. **Georg Heiler** is a co-founder @Jubust and a Senior data expert at Magenta as well as a ML-ops engineer at ASCII. He is solving challenges with data. His interests include geospatial graphs and time series. Georg transitions the data platform of Magenta to the cloud and is handling large scale multi-modal ML-ops challenges at ASCII. **Hernan Picatto** is a Computer Science PhD candidate at the Vienna University of Technology researching firm-level supply chains and corporate networks using NLP and Common Crawl data. Formerly an engineer at JPMorgan Chase and ZhiZhouKeji, he holds an MA from UCSD. His broad interests span big data, visualization, and time series causality. 🎤🎤 Open Mic We are going to open up the stage after the talks for community announcements. If you'd like to announce something, [open this slide deck](https://docs.google.com/presentation/d/1yvFI_Lm7KjgletICOQ1hLW1hHKmCIPA1OWQF2EeZieo/edit?usp=sharing), make sure you are signed in with a google account, and click "View Only" -> "Request Edit Access". Explain in the text box what you want to announce, and we'll give you edit access to the slide deck. 🎤🎤 We’ll have some food and drinks after the event. Please note that during the event, photos might be made and later posted on VDSG's social media page. Please notify us if you do not agree. Attention attendees with food allergies. Please be aware that the food and drinks provided may contain or come into contact with common allergens, such as dairy, eggs, wheat, soybeans, tree nuts, peanuts, fish, shellfish, or wheat. Best, The Organizer Team

**Einladung zum Heartful Communication Programm nach dem Satsangh** **Ab dem 22. März startet unser Heartful Communication Programm, das sich über 5 Wochen erstreckt. Die Inhalte werden jeweils nach dem Sonntagssatsangh vorgestellt.** **Gesamtdauer des HC-Programms jeweils ca. 30–45 Minuten.** **Heartful Communication (HC) unterstützt uns dabei, authentisch aus unserem Herzen heraus zu kommunizieren und eine einfühlsame Verbindung zu uns selbst und anderen zu entwickeln. Der Ansatz hilft uns, Urteile, Vorwürfe und Kritik in respektvolle und fürsorgliche Begegnungen zu verwandeln.** **Im Mittelpunkt steht die Kultivierung von Bewusstsein – als erster Schritt für positive Veränderung.** **Weitere Informationen zu HC findet Ihr hier:** **https://heartfulness.org/heartful-communication/#hc** **Ort:** **Markhof – Das Dorf in der Stadt** **Markhofgasse 19** **1030 Wien** **Programm im Detail:** **10:00 Meditation anschließend Video-Input HC** **Kurze Bio-Pause (5–10 Minuten): für kleine Snacks und Getränke wird gesorgt** **HC-Programm** **Kurzvortrag / Reflexion / Gruppenaktivitäten mit unserem HC-Volunteers-Team** **Das Programm ist kostenfrei, Spenden für unser Zentrum sind herzlich willkommen.** **Wir freuen uns, wenn viele von Euch teilnehmen und diesen Prozess gemeinsam erleben.**

KI ausprobieren kostet Zeit. Und meistens läuft es zuerst schief. Genau dafür haben wir unsere Learning Fridays: ein geschützter Rahmen, in dem Gepardec-Teams echte KI-Technologien testen – ohne Kundendruck, ohne Deadline. Was funktioniert. Was nicht. Und warum. Am 29. Mai teilen wir das offen. Was du konkret mitnimmst 👉 Du sparst dir die Umwege, die wir bereits gegangen sind: 🔬 AI-gestützte Systemanalyse – Welche LLM-Tools für Enterprise-Kontexte taugen, welche nicht – und was MCP wirklich bringt. ⚙️ AI-Assisted Code Migration – Wo Konveyor AI bei WildFly→Quarkus-Migrationen wirklich hilft und wo du trotzdem manuell ran musst. 🦙 Tune das Llama – Was beim Fine-Tuning eines lokalen LLMs schiefgeht, bevor es funktioniert – Datenmenge, Konfiguration, Evaluierung. Für wen ist das relevant? 👉 Für alle, die KI in ihrer Softwareentwicklung einsetzen wollen – aber keine Zeit haben, bei Null anzufangen. ────────────────────────── 08:30 → Frühstück (Wien & Linz) 09:15 → Unsere Haltung zu KI (ab hier auch Remote) 09:30 → AI-gestützte Systemanalyse 10:15 → AI-Assisted Code Migration 11:15 → Tune das Llama 12:00 → Unser Angebot: Gemeinsames KI-Projekt 12:15 → Networking 📍 Vor Ort: Frühstück inklusive 💻 Remote: Google Meet 👉 Anmeldung bis 26.5.: https://www.gepardec.com/ki-learning-friday/ #KI #LLM #Quarkus #MCP #FineTuning #Gepardec #SoftwareEntwicklung #KonveyorAI

Join me for a photo walk through the city centre :) We will gather at Stephansdom and make our way past Am Hof to Minoritenkirche and Volksgarten (opens 7am). The event is free of charge but will be limited to max 10 people as it is meant as an opportunity to connect. It is suitable for all regardless of age/level/gear.

Hei BBCers ☀️👋, Why hello you SpiegelEi lovers 🍳as we approach the end of May and we hope it starts to get warmer ♨️ and a little more consistent. As we know the breakfasts are smoking hot too at Flanagans, so come along after pulling a 48hr session at Lange Nacht der Kirchen on Friday 29th. Go back and cast your sins following the Breakfast and Guiness on Sunday. 😂 See you soon! 🥳👋

Hi Running fellows, Whether you’re a walker, new to running, a semi-pro, a marathonist or a sprint star - if you want to start your weekend in an active way and enjoy the outdoors in lovely surroundings with a fun, international and multilingual group of people, you are welcome to join us! Every Saturday at 9:30 am, we meet, we run, in the magnificent Schönbrunn park, and then we go for breakfast. Want to discuss politics or the best recipes for banana pancakes? Not a problem. Not feeling social? Tune out with your earbuds - we can talk over breakfast. We are casual. You can be too. What to expect: Start by meeting Adrian, Ali, Liz, Paul and Sonia on-time at 9:30am outside the Schönbrunn U-Bahn stop (exit Grünbergstraße). (Coordinates: 48.1858130, 16.3200640) From there, we walk to the side park entrance where the “running” part begins. The important thing is that you run at your own pace. Typically, small groups of people will run at the same pace as you, so you never have to walk/run alone :) We finish one hour later, at about 10:40am, reconvening just inside the Hietzinger Tor exit. (Coordinates: 48.1858825, 16.3032647). From there, we’re off to breakfast! Breakfast Details: Anker bakery opposite the U4 Hietzing station and depending on the weather, grab something for a picnic in Schönbrunn park, or hang out in the bakery. If you missed us earlier, you can always go there around 10:45. We are a fun group of runners who don’t take things too seriously. We meet, chat, RUN, stretch, chat, EAT and we hang out over a beer every now and then. It's that easy. Please join us for breakfast after the run! The more the merrier. Typically we are 10-30 people, as not everyone who comes signs up on meetup. Important disclaimer: Please only run as much as you feel you can, considering the temperature, weather conditions, your own fitness etc... run and walk at your own pace as the organizers do not assume any liability for any injuries or health issues. Sonia, Adrian, Ali, Paul and Liz

*This event is free of charge and only takes place on-site!* *Language of the Meetup: ENGLISH 🇬🇧* **Talk #1: Architecting relationship-aware long-term memory for AI agents** [Tarun Jain, Founding Engineer and GDE in AI] Most developers building AI Agents focus on reasoning and planning, but quietly ignore what matters most: Memory. Stateless agents respond in isolation, while stateful agents unlock real capability by remembering and building over time. The problem becomes clear when Agents need to connect facts or track how information changes, where vector search alone starts to break down. Retrieval can fetch data, but only knowledge graphs can structure relationships and enable true multi-step reasoning over time. In this session, I will showcase how memory works in the backend, including a live visualization of fact extraction and graph construction in working code. The primary focus will be on edge cases, especially the hybrid vector graph approach, where semantic search and structured traversal are combined to handle multi-hop reasoning and temporal changes by considering the Cognee open-source framework. Furthermore, I will showcase a working demo of Memory, featuring visualization and a user journey, via Streamlit. **Talk #2: Anatomy of a Supply Chain Attack: From Compromise to Countermeasure [**[Valentin Goronjic](https://www.linkedin.com/in/valentingoronjic/) (Lead Software Engineer), [Tamas Neumer](https://www.linkedin.com/in/tamas-neumer/) (Lead Cloud Engineer) at [Posedio GmbH](https://www.linkedin.com/company/posedio/)**]** In March 2026, attackers compromised Trivy, the open source container scanner thousands of teams rely on to find vulnerabilities. The exploit scanned the CI environment for a wide range of credentials and exfiltrated whatever it found. Trivy isn't alone, countless similar attacks have taken place the past month. The goal of this talk is twofold. First, to raise awareness of these attacks, how they happen and what to expect once you're compromised. Second, to look at what's in GCP's toolbox to mitigate such incidents. — 📅 **May 28th, 2026, from 17:30** 📍 **Location:** weXelerate Auditorium, Praterstraße 1, 1020 Vienna 🚇 **Approach:** U1/U4 to Schwedenplatz, entrance via Taborstraße or Praterstraße. Parking available in the building garage. — ⏰ **Schedule:** Check-in: 17:30 – 18:00 Talk #1: 18:00 – 18:30 Break & Networking: 18:30 – 18:45 Talk #2: 18:45 – 19:15 Networking, Food & Drinks: 19:15 – 21:00 — We are now part of the GDG community. You can also find our and other upcoming events on the Google Developers Community webpage! For inquiries: office@posedio.com

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

**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 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

Let’s meet and wander the galleries! General admission on Sundays is free.