Machine Intelligence

TOG Watch Night: The Secret Life of Components (Tim Hunkin) We’re kicking off a new bi-weekly Monday Watch Night at TOG. We’ll watch an episode of Tim Hunkin’s “The Secret Life of Components” together, then have a relaxed Q&A and discussion afterwards. This is a friendly, low-pressure way to learn the kind of practical tips you normally only pick up through years of making, fixing, and building. Perfect for beginners, makers, repair folks, and engineers who enjoy the practical side of components and mechanisms. How it works \- Watch together \(one episode per night\) \- Q&A and chat after: questions\, examples\, tangents\, and “how would we do this at TOG?” \- If you miss a week\, no stress\. Watch it at home and come along to the next one First session \- Monday 26 January \- Episode 1: Chain \- Free and open to all \- TOG Hackerspace \(Dublin 12\, D12 CF6V\) Full details: https://www.tog.ie/2026/01/tog-watch-night-the-secret-life-of-components-tim-hunkin/

Beginners welcome, or if experienced to sharpen your game, and for those who are keen can join team preparation for a summer 7-a-side tournament free for members..

UPDATE:LOCATION THIS WEEK: HERBERT PARK (due to festival in Merrion square park). Join us for an ultimate Frisbee session, and meet some lovely people. This is a relaxed evening of Ultimate Frisbee in Herbert Park. No experience? No problem. Just bring yourself and whatever makes you comfy outdoors. But dress to run! NB: Ultimate Frisbee is a non-contact sport. Do your utmost to avoid collisions with other players. 🗓 **What’s Happening** \*Gentle warm-up + Frisbee basics * Friendly, low-pressure Ultimate Frisbee games \*Optional: sideline cheering, lounging * Cool down & post-game hang 📍 **Where** **Herbert park**, Dublin 💶 **Contribution** **€2 contribution** is suggested, to help cover our meetup costs and gear (bibs, frisbee, cones etc.). Revolut ref tag: [https://revolut.me/marise3](https://revolut.me/marise3) No pressure — you can join us either way. 🧺 **What to Bring** \*Your fave snacks or drink (solo or to share) * A blanket or something comfy to sit on \*Sunscreen, water, good energy, and running shoes ☁️ **Weather Watch** If it rains, we’ll update this page **90 minutes beforehand**. (Also: the traditional sun dance is already scheduled 🌞) 🔗 **More ways to connect** Looking for more social and creative outdoor & indoor fun? 👉 [https://activesocialconnections.com/](https://activesocialconnections.com/)

Come join us **Monday** the **15th of June** at the **The** **Circular in Rialto at 7pm.** We’ll be at the Backroom, which you can find behind the curtain. We will have the usual socialising and networking with others in the Irish game development community. See what they have been working on, play test in-development games! If you have something you want to show off you can bring it along and get feedback too! If you want to present, you should fill out [this form ](https://docs.google.com/forms/d/e/1FAIpQLSe0UVGSd0kdiLKtuOkgNPI89GswAZ4lxHbo2tlDujjU_C2vdw/viewform?usp=header) You can also join our discord channel here to keep the conversation going: [https://discord.gg/dJA7dhf](https://discord.gg/dJA7dhf) This month's 1GAM theme is "**Green**" What does 1GAM mean? Well, it's a monthly Game Jam (1 Game A Month, get it?). Every month we give you a theme, and you can bring a game you made during that month to show it off to the rest of the attendees. Think of it as optional inspiration for prototypes, and if you need extra motivation. Looking forward to seeing you all there!

Most places we meet other gay men are bars, apps, or busy social scenes. This is something a little different. Gay Men’s Circle is a relaxed evening where you can connect with other men in a more real and grounded way. No pressure to perform, impress, or have the right words. Some men share what’s going on in their lives. Others simply listen and take in the conversation. Both are completely welcome. Many people say they rarely get the chance to spend time with other gay men like this. It is often surprisingly refreshing. No experience with circles or men’s work is needed. Just come along and see how it feels. ### Practical details Please bring **€5 to cover the cost of the room** No entry **10 minutes after the start time** We meet **downstairs in the Theatre Room** Ring the **front door bell** to get in (the café is closed on Mondays) If you RSVP and cannot make it, please update your RSVP so someone else can attend.

We will mindfully walk by the Liffey and do some short sitting meditation in the rose gardens. Meet first in the car park and walk to the adjacent memorial park.

**Behind the Scenes of Snowflake Support: How We Solve Your Toughest Data Challenges, Brendan Murphy, Prerna Chhabra, Rafael Cano, Snowflake** In this session, we will demystify the entire Snowflake Support experience from the inside out. We will trace the end-to-end Case Flow of a technical ticket, walking you through the advanced Tooling we use to diagnose complex issues. You will also get firsthand insight into our Cloud Support Engineer (CSE) Approach, revealing how our engineering teams troubleshoot, prioritise, and collaborate to deliver rapid resolutions. Finally, we will provide you with a practical roadmap for Navigating Snowflake. You will learn exactly "who can help you with what," clearly distinguishing between the roles of Technical Support, Solutions Engineers, Professional Services, and Snowflake Partners. Whether you are a developer, data architect, or administrator, this session will give you the knowledge and channels you need to get the right help, right when you need it. **What's New in Snowflake: Post Summit Roundup, Aman Dhingra, Snowflake** Missed Summit launch announcements? Worry not. Snowflake continues to make it easier to unify your data, AI, and applications on a single platform. In this rapid-fire session we'll walk through the most impactful features from recent months, including Summit 2026 — spanning AI, data engineering, governance, and platform infrastructure. Are you using these yet?

Dublin Data Science is having an event in Zalando for June. Zalando is one of the top Europe’s leading online fashion platform, connecting 62 million active customers with more than 7,000 brands across 29 markets. We will have two talks: one from Senior Data Scientist at Zalando, Alex Martinelli, and one from DDS regular Duncan Healy. **Talk 1:** **Data Science at Zalando** and a non-hyped view on how we optimize the use of LLMs for different tasks In this talk I'll provide an overview of the data-science work happening in Zalando, focusing on core projects built right here in our Dublin office, including product-matching, product-tagging, and Aspect-Based Sentiment Analysis (ABSA) for customer reviews. While the rapid evolution of LLMs has made them powerful tools for these tasks, we adopt and evaluate them carefully. I will discuss our practical, balanced approach to adopting and evaluating LLMs, demonstrating how we integrate them into our existing pipelines to achieve optimal performance while keeping infrastructure costs in check. Alex Martinelli is a senior data-scientist at Zalando, previously worked for IBM-Watson. Mainly focusing on representation-learning, computer-vision and generative-models. Additional hobbies and interests include procedural-computer-graphics in Blender, drawing and lucid-dreaming. **Talk 2:** **How to Tame the Dragons of Data** Duncan Healy is a freelancer and DDS regular, he made the mistake of pontificating too often about LLMs and databases and now has to give a talk about it.

​Your OpenClaw is running. It replies. Maybe it's done a few things you've asked it to. ​Now make it genuinely useful. **NOTE: Registration invalid on meetup. Please register on here for a valid ticket: [www.giveago.co/register/openclaw2](https://giveago.co/register/openclaw2)** ​This is the second day in the OpenClaw series. We're going deeper: memory that actually persists across conversations, a knowledge base it can draw on, skills that connect it to the tools you already use, and workflows that handle a whole process end to end. These are the things that turn an interesting agent into something you actually rely on. ​Self-directed, table-group format. You work at your own pace, in your own direction, with people around you doing the same. ​**What we'll work through together** * ​Memory architecture: short-term, long-term, episodic and how to set them up properly * ​Knowledge bases: connecting your own docs and notes so the agent can draw on them * ​Good skills to add: which integrations are worth the effort (Notion, email, calendar, GitHub) * ​Giving access to tools: MCP, APIs, function calling * ​Proper workflows: multi-step, conditional, handling a whole process and not just one message * ​Sandboxing: running actions safely without breaking things or leaking data **NOTE: Registration invalid on meetup. Please register on here for a valid ticket: [www.giveago.co/register/openclaw2](https://giveago.co/register/openclaw2)** ​You don't need to have come to Event 1. If you have OpenClaw running, you're ready for this. ​Bring a laptop. Bring your OpenClaw running. ​**Run of show** ​🕙 11:00 Doors open, coffee 💬 11:30 Where is everyone at: quick round the room 🚀 12:00 Build time 🍕 13:00 Lunch 🛠️ 13:45 Back to building 🖥️ 15:30 Share what you've connected 🔚 16:00 Close *** ​**Series Partners** [Browser Use](https://browser-use.com/?utm_source=luma) is the open-source framework for web browser automation with AI agents. If your agent needs to navigate the web, fill forms, or extract information from any site, Browser Use is how you wire that up. ​[Bronto](https://bronto.io/?utm_source=luma) is the logging layer for the AI era. It gives engineering teams unlimited log retention, millisecond search, and AI-powered troubleshooting without the cost blowout of legacy observability tools. [Tensorix](https://tensorix.ai/?utm_source=luma) is the radically simple platform for private AI inference. Access MiniMax-M2.5, GLM-5, and open-source models. Trusted by Finance, Healthcare, and Government orgs where compliance is non-negotiable. ​**Community Partner** ​\*\*[Wolfpack Digital](http://wolfpack-digital.com/?utm_source=giveago&utm_medium=live_event):\*\* Award-winning web and mobile product studio with teams in Dublin and Cluj-Napoca, working with clients from early-stage startups to global brands. ​**Community** [Give(a)Go](https://giveago.co/?utm_source=luma) is a Dublin-based builder community running hands-on events for ambitious people who make things. 30+ events. 1,000+ attendees. Partners include PostHog, LangChain, ElevenLabs, HubSpot and Windsurf. One rule: learning by building. **NOTE: Registration invalid on meetup. Please register on here for a valid ticket: [www.giveago.co/register/openclaw2](https://giveago.co/register/openclaw2)**

Adult Bachata and Salsa dance classes with practice social at Coolock Ardlea Scout Den Coolock Village. This is a mirror studio located upstairs from the hall with nice wooden floors. This is a weekly Thursday event. Come down, learn and have fun! Men and Women are welcome. Free taster for first timers and discount for students, request via dm. Beginners cost 10 euro for all beginner classes and practice.

Hi there, Here are the books for the June 16th meetup. And remember, you don't have to read both books! Enjoy, and see you on the 16th of June! PLEASE NOTE THAT THE LOCATION HAS MOVED FROM THE BLEEDING HORSE TO JIMMY RABBITTE AT 87 LOWER CAMDEN STREET. Note: If these books are difficult to find in bookshops, try online (e.g.: Amazon.co.uk, kennys.ie, easons.com, bookdepository.com to name a few). AS THIS GROUP DOES NOT TAKE ONLINE PAYMENTS, EVERYONE WILL SHOW AS 'UNPAID'. PLEASE IGNORE. **1\. Empire of AI \- Karen Hao** An eye-opening account of the tech arms race shaping out planet, from an award-winning journalist and AI insider to the world of Sam Altman and OpenAI When longtime AI expert and journalist Karen Hao first began covering OpenAI in 2019, she thought they were the good guys. Founded as a nonprofit with safety enshrined as its core mission, it was meant, its leader Sam Altman told us, to act as a check against more purely market forces. But the core truth of this massively disruptive sector is that it requires an unprecedented amount of proprietary resources: the ‘compute’ power of scarce high-end chips, the sheer volume of data that needs to be amassed at scale, the humans on the ground ‘cleaning it up’ for sweatshop wages throughout the Global South, and a truly alarming spike in the need for energy and water underlying everything. We have entered a new, ominous age of empire with OpenAI setting a breakneck pace, as a small group of the most valuable companies in human history try to chase it down. In exhilarating prose and with unparalleled access to those closest to Sam Altman, Hao recounts the meteoric rise of OpenAI and shows us the sinister impact that this industry is having on society. **2\. Leonard and Hungry Paul – Ronan Hession** Leonard and Hungry Paul is the story of two friends who ordinarily would remain uncelebrated. It finds a value and specialness in them that is not immediately apparent and prompts the idea that maybe we could learn from the people that we overlook in life. Leonard and Hungry Paul change the world differently to the rest of us: we try and change it by effort and force; they change it by discovering the small things they can do well and offering them to others. Séamus

A relaxed belly dance-inspired movement session in Dublin city centre. This class is an accessible movement practice designed to support wellbeing, posture, and gentle full-body fitness. We work from simple foundational movements and focus on: ✨ Core strength and stability ✨ Posture and body alignment ✨ Hip, lower back, and leg mobility ✨ Coordination and balance ✨ Body awareness and relaxation No experience is required. This is an open-level session where we explore movement in a simple and supportive way, without performance pressure. The focus is on how the body feels, not how it looks. *** ## Social & Community After the session, you are welcome to stay for a coffee or lunch nearby in Dublin city centre. A relaxed way to connect and enjoy the weekend. *** 📍 Mind the Step Café, Dublin City Centre 🕛 Saturday 12:00 PM 💶 €10 contribution towards studio rental (class itself is free)

I’m really looking forward to our next **Dynamics 365 Finance & Operations User Group (DUG) Ireland session** — happening on Wednesday June 17th **at Microsoft Dublin**. This group has become such a valuable space for sharing ideas, challenges, and real solutions across the D365 community, and I’m delighted to now be co-leading it. This session will be all about reconnecting, exchanging insights, and shaping what *you* want to see from DUG Ireland in 2025 — from automation wins and feature deep dives to real-world rollout stories. ### 📅 Event Details * **Date:** Wednesday June 17th * **Location:** Microsoft Ireland, Dublin * **Time:** 10:00 – 13:00 ### 📌 Agenda To be confirmed — and shaped by you If you’re part of the D365 F&O world — functional, technical, or somewhere in between — this is your crowd. Please RSVP so we can plan numbers, and feel free to share with anyone who’d enjoy being part of the conversation. Really looking forward to seeing you there and building out an exciting year ahead together. — Mairead *Platform Growth Lead\, Alltech \| DUG Ireland Co\-Lead*

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

## 🤝 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. ###

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.

**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: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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