Machine Intelligence

This month's meetup is about the **[Titans](https://arxiv.org/abs/2501.00663) neural network architecture** published by Google Research: The goal of the architecture is to: * scale transformer-based sequence models for tasks requiring very long context * enable test-time memorization This allows models to maintain long-term memory effectively while running—without the need for dedicated offline retraining. We'll discuss the Titans architecture, with a focus on its implementation of the long-term memory module: * how neural networks can act as memory vs. classical fixed-size recurrent states * how this type of long-term memory compares to traditional RNNs, and why it enables models to learn new context on the fly We will also take a look at the **[MIRAS framework](https://arxiv.org/abs/2504.13173)**, which provides a higher-level abstraction for designing sequence models. The key idea of MIRAS is that sequence model architectures—from transformers to linear RNNs—can be viewed as complex associative memories under the hood. We'll see how Titans fits into this framework of neural network design, and why the authors state that Titans and MIRAS can: **"combine the speed of RNNs with the accuracy of transformers."** *** **Follow-up from the last event** HOPE, the reference architecture for Nested Learning, is built on a modified version of the Titans architecture. At our last event, we didn’t have time to discuss many important details about how HOPE is built. So, the March meetup will also act as a follow-up for anyone who missed some of the underlying architectural details last time. === ENTRY DETAILS === \- QR code with entry information will be available soon\, in the "Photos" section of this event page\. \- Gate closes at 18:15 \- no late entries\.

**🚀 Join our free Budapest Data Science Meetup!** In our first session, Tamás Németh from DataHub will explore the evolution of data catalogs into "Metadata Control Planes," explaining how authoritative context is the secret sauce for preventing "confident but wrong" AI agents. Then, Daniel Darabos, CTO of LynxKite will take us into the world of biotech, demonstrating how GPU-accelerated screening is fast-tracking drug discovery by targeting G-protein coupled receptors with unprecedented speed. **📅 Date & venue:** * **26 March 2026, Thursday, from 6 pm** * **Shapr3D Office 1054 Budapest, Akadémia u. 6. · Budapest** **Please note that the event's official language is English! By attending this event you agree to be photographed. Let us know if you would not like to appear in these pictures. We may use the pictures in social media.** **Schedule** **17:45 gates open** **17:45-18:15 Warmup and chit-chat** **18:15-19:30 Talks** **19:30 - 21:00 Drinks, snacks, networking** **Beyond the Catalog: The Control Plane for Modern Ecosystems and Agentic AI** **[Németh Tamás](https://www.linkedin.com/in/nemetht/),** [DataHub ](https://www.linkedin.com/company/datahub-cloud/) Software Engineer @ DataHub. Building Datahub, the open-source metadata catalog. Previously led the data-engineering team at Prezi and worked on a platform to fulfill all of the analytical needs at scale. Tamas is also a committer in the Apache Gobblin project. Abstract: Traditional catalogs are no longer sufficient for today’s complex, decentralized landscapes. This session explores their transformation into Metadata Control Planes, the operational “central nervous system” for enterprise information. As AI agents replace humans as primary consumers, this infrastructure becomes the critical bedrock for Context Engineering. Unlike people, these autonomous systems act directly on the information they find without seeking clarification; they require authoritative context to avoid “confident but wrong” outcomes. We will demonstrate how to repurpose your existing lineage, quality signals, and business glossaries to provide the provenance and semantic clarity these models crave. Discover how to evolve a passive inventory into a high-performance engine for reliable, enterprise-grade AI. **Drug discovery with AI: Targeting G-protein coupled receptors with GPU-accelerated screening** Abstract: GPCRs are an important but difficult drug target. The receptor we are focusing on, called Mas, has an important role in regulating the cardiovascular system and muscle growth. A natural compound that activates Mas is in phase 3 trials for treating old-age muscle loss (sarcopenia). As it's based on a plant extract, only a limited supply can be produced. The search is on for a highly efficient, safe, synthetic alternative! Join us to learn more about our GPU-accelerated solution for scoring billions of potential drug molecules with a variety of models. \*\*[Daniel Darabos ](https://www.linkedin.com/in/darabos/)\*\*is the CTO of **[LynxKite](https://www.linkedin.com/company/lynxkite/)**. He has studied at BME and worked at Google and Lynx Analytics previously. He's currently applying his experience with building data science and AI applications to drug discovery for age-related diseases.

🇬🇧 We're back! Join us for our first meetup of 2026. We say goodbye to Prizma, which hosted our previous events. This time, the evening of talks, demos, and conversations about all things ServiceNow will take place at a new venue: KUBIK Coworking in Újlipótváros. The detailed agenda is still being finalized, but you can expect the usual mix: technical deep dives, platform updates, and honest discussions about what's happening in the ServiceNow ecosystem. Whether you're building apps, managing instances, or just getting started, there's something here for you. Stay tuned for speaker and topic announcements. In the meantime, save the date and grab your spot. **Important:** Due to the size of the venue, we had to set the limit at 30 participants, so we recommend signing up as soon as possible! Drinks and snacks provided. Networking starts at 5:30, sessions kick off shortly after. See you there! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 🇭🇺 Visszatértünk! Csatlakozz hozzánk 2026 első meetupján. A korábbi eseményeinknek helyet adó Prizmától búcsúzunk, ezúttal egy új helyszín a KUBIK Coworking ad otthont az estének az újlipótvárosi Jászai Mari téren. A pontos programot még összerakjuk, de az irány a szokásos: technikai előadások, platform újdonságok, és őszinte beszélgetések a ServiceNow világáról. Akár appokat fejlesztesz, akár instance-eket üzemeltetsz, akár most kezded a ServiceNow karriered, itt a helyed. Az előadók és témák hamarosan érkeznek. Addig is foglald le a helyed! **Fontos:** A helyszín mérete miatt most 30 főnél meg kellett húznunk a limitet, így javasoljuk jelentkezzetek mielőbb! Italokról és harapnivalóról gondoskodunk. A networking 5:30-kor indul, az előadások röviddel utána. Ott találkozunk!

**IMPORTANT: If you haven't already, please make an account on [budapestracketclub.com](https://budapestracketclub.com/), soon it will be our main platform for scheduling events. Thank you!** We’ve confirmed our reservations for two courts and we are all set for our upcoming badminton session! Here are the details: * **Date:** Sunday, 29 March 2026 * **Time:** 12:00 - 14:00 * **Location:** Tüskecsarnok –[ Google Maps](https://maps.app.goo.gl/urUMXA9WHcp3xJjb6) * *Note*: Navigating to this pin will take you directly to the ramp leading down to the entrance of the sports center. If you need help, reach out via WhatsApp or MeetUp! This will be a relaxed afternoon: open rallying on three available courts with players rotating into mixed doubles as numbers allow. No strict schedule—just come ready to play and meet fellow badmiton enthusiasts. **Skill Level** We welcome players of all skills, ages, and abilities. There are no level expectations, but be prepared to play with mostly beginner and intermediate players and adjust your expectations accordingly. The goal is to have fun and enjoy the game! **Need a Racket?** Loaner rackets are available; please reach out via WhatsApp or the comments if you’d like one set aside. **Costs** This will depend on the final number of attendees but please be prepared to pay **at most** 3,000 Ft per person for the court rental. We will confirm the final price on the day of. **Next steps:** 1. **Create an account on** [https://budapestracketclub.com/](https://budapestracketclub.com/) 2. **RSVP on MeetUp** so we can track attendance and confirm court numbers. 3. Spread the word—the larger our community, the sooner we can set up more recurring sessions, tournaments, and social events: * **Website:** [https://budapestracketclub.com/](https://budapestracketclub.com/) * **WhatsApp:** [https://chat.whatsapp.com/Dofz0CpQIpU5bNhcvbw0g9](https://chat.whatsapp.com/Dofz0CpQIpU5bNhcvbw0g9) * **Facebook Group:** [https://www.facebook.com/groups/budapestracketclub](https://www.facebook.com/groups/budapestracketclub) See you on the court!

“Resentment is like drinking poison and then hoping it will kill your enemies.” ― Nelson Mandela **(In english!)** Throughout history, human societies have wrestled with division. When identity hardens into polarization, coexistence becomes fragile. Differences can escalate into civil conflict, deepening distrust and resentment that often persist for generations. Yet history also offers rare examples of a different path: moments when cycles of hatred did not spiral into further violence, but instead turned toward reconciliation. In this session we will explore **Ubuntu** — the African ethical philosophy that shaped the moral framework of leaders such as Nelson Mandela and Desmond Tutu. Ubuntu — “I am because we are” — proposes that identity is not purely individual but relational. Even those we oppose remain part of our shared collective. This insight may be the hidden condition behind successful reconciliations. Beyond South Africa’s transition from apartheid, we can examine other cases of reconciliation: the American post–Civil War, the reconciliation between France and Germany, Japan’s postwar transformation, and the peace process in Northern Ireland. **Introduction of guests (15 minutes)** We start with a short introduction of the guests. **Kérdések (1 óra 45 perc)** 1. According to Ubuntu why is hope better than optimism? 2. Are we living in a time of self-respect? 3. Can Ubuntu be applied to someone who opposes Ubuntu? 4. What happens when “we” includes people who reject your values? 5. How does Ubuntu work when conflict is on-going? 6. Can the strength of the collective sometimes go the wrong direction? How to avoid that? 7. Have you put yourself in the shoes of someone you deeply reject? 8. How can we compare the european reconciliation with the South African or North-Irish reconciliations? 9. What is more important for reconciliation: leadership or strong institutions? 10. Can forgiveness be compatible with justice all the time? Is there a point where forgiveness becomes injustice? 11. Why is truth so important in reconciliation? 12. Can reconciliation hold when material inequality persists? 13. Can ubuntu help to undo polarization? 14. How can we apply ubuntu to social media? 15. Is ubuntu a way of individual-to-social maturity? 16. Is polarization a symptom of moral seriousness — or moral immaturity? 17. Is polarization driven more by inequality or by identity? **RSVP:** Please confirm your attendance here on Meetup to save your space and if you cannot assist, yield your space to another person in the waiting list. We welcome donations from 400 HUF to keep the costs of the meetup (If Paypal doesnt work, dont worry, you can donate on location with cash, Revolut, or transfer)

**Step into Bitcoin’s wild beginnings with pioneer miner #20 and blockchain innovator Dan Conway, the top U.S. government official shaping blockchain standards!** As a seasoned professor and longtime Bitcoin/blockchain strategist who’s taught at Notre Dame, Indiana University, Virginia Tech, and now leads U.S. national blockchain standards under INCITS, Dan brings decades of deep tech perspective. Hear him unpack Bitcoin’s genesis, cutting‑edge ideas like quantum‑inspired consensus, and bold glimpses into blockchain’s future or even possibly the identity of Satoshi. The location for this event is Puzl CowOrKing in Budapest, Lajos u. 126, 1036. Doors open at 6:00 PM with the event kicking off at 7:00 PM. Join us for an exciting evening of talks, networking, and great people! (Please note speaker will be remote but meetup is in-person at Puzl)

This month's topic is the all-in-one green platform beeco. If you are: * working or interested in sustainability, * interested in bringing climate action into your current role, * or just looking to grow your network, exchange ideas, and connect with like-minded people, …this event is for you! Whether you are new to Budapest, a local or just visiting, we encourage you to join us on the 27th March at 18:00 in the city center for a friendly event to mingle with like-minded people. Our events are in English, so don't worry if you don't speak Hungarian. **Let's meet at KUBIK Coworking office!** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **What to expect:** 1. 17:45 - 18:00: Attendees arrive. 2. 18:00 - 18:10: **Greetings and introduction** 3. 18:10 - 18:50: **[Kristóf Hegedűs](https://www.facebook.com/hkristof1/) \- What is an all\-in\-one green platform?** Everybody has a really busy life these days, but humanity has an urgent topic to find a solution for: sustainability! How can a person do its best? What should I do? At beeco we are working on it and we hope you also have some ideas! Let’s build it together! 4. 18:50 - 20:00: **Mingling** Have thought-provoking conversations and exchange ideas with other community members on the topic of sustainability. Drinks and snacks included! This event's speaker is *Kristóf Hegedűs, co-founder of [beeco](https://www.beeco.hu/en)*: *A certified biomechatronics and medical engineer, rock climber, nature lover, and explorer, he is driven by his desire to live in harmony with nature in a more eco-friendly world.* \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Let's share, learn, and build something meaningful together! **Note**: The talks will be recorded and published on YouTube. By attending this event you accept that you might appear in a photo or video taken and published by the organizers. If you wish to remain private, please let us know on-site before the event. This event is hosted and organized by [Lombiq Technologies](https://lombiq.com/).

Join us for an engaging panel discussion on **AI Agentic Coding** and how autonomous AI systems are transforming the way software is built. Experts in AI, software engineering, and developer tools will share insights on how agentic AI—systems that can plan, reason, and execute coding tasks—is reshaping modern development workflows. The discussion will cover topics such as AI-assisted development, productivity gains, challenges around reliability and governance, and what the future of software engineering may look like with AI agents as collaborators. Whether you’re a developer, tech leader, or AI enthusiast, this session is a great opportunity to learn, ask questions, and explore how agentic AI is redefining coding

OpenClaw, NemoClaw, personal assistants, 24/7 agents. What does it all mean? How does it all work and what should we know about it? Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**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** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** TBA

Communication is everything in life! Attend this free lecture about how to be a better communicator. 📍 1266 Dublin Road, Columbus, OH 43215 You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio For more information, contact Rhiannon, the Event Host at 614-221-5024

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: Type Annotations with John Cassidy We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).