Smart Home

**This is a ticketed event. Please register at [this link](https://luma.com/qzxavbjl).** ​Most AI governance proposals land in one of two failure modes: command-and-control regulation that can't keep pace with the technology, or heavy delegation to industry that leaves values-based decisions in private hands. In a 2023 paper, Gillian Hadfield and Jack Clark propose a third path: regulatory markets, where governments license private regulators and require AI companies to purchase regulatory services from them. ​Kathrin Gardhouse will walk us through the paper's core argument and what it would actually mean in practice: how regulatory markets differ from existing approaches, what problems they solve, and what they might get wrong. ​​​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions

Women only community center dropin. 1. Please show up on time if you sign up. 2. Please don’t bring your friend to watch if they don’t play. Spectators are not allowed in the gym. 3. If you find out that you can’t make it after sign up, please edit your RSVP so that it can be freed to waitlist participants.

**This is a ticketed event. Please register at [this link](https://luma.com/2eq29bip).** ​Proposals to nationalize AI development keep surfacing — whether driven by fears of AGI-related loss of control, or by national security logic like an "AI Manhattan Project." But these discussions rarely engage with how nationalization actually works in practice. Join Jason Yung at Trajectory Labs as he draws on the history of nationalization — its triggers, mechanisms, and consequences — to build a grounded picture of how nationalizing an AI company might actually unfold ​​​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions

\*\*\*\* summer pricing in effect\*\*\*\*\* Indoor TURF Pickup at Markham Sports Dome !! Address: 5300 14th Ave, Markham, ON L3S 3K8 Field 2 When: Mondays 830 - 10pm We have a group of players not on meetup confirmed to play and are only looking for few spots on meetup Cost: $15 Advance payment can be made via EMT to scsportsinc@gmail.com \*Pls ask for Jackie at the field ***\*If you are messaging me directly for any questions/concerns, pls make sure your settings are set to receive incoming messages!!! Quite a few of you don’t have the option of receiving messages so there’s no way of me replying to you!!! You can also msg directly in the event chat.***

Join us for an evening of learning and networking at the Canadian Real Estate Investor Podcast's Peel Meetup, sponsored by Sherwin-Williams & hosted by local experts Paolo Castellano, Danny Cordeiro, and Leo Loiero from the MidUrban Developments Team. Whether you are new to real estate investing or looking to enhance your skills, this event is designed for all levels of experience. Our group of seasoned real estate agents, investors, and entrepreneurs will share their knowledge and insights on topics such as mortgages, property management, and investment strategies. Connect with like-minded individuals in the Peel real estate community and gain valuable industry connections. Learn from successful investors, benefit from real estate networking opportunities, and discover the keys to successful entrepreneurship in the competitive market. Don't miss out on this event tailored to help you take your real estate investing game to the next level.

We are looking for a diverse group of poker enthusiasts who value social entertainment as much as competitive fun. Whether you're a seasoned player or just enjoy the game, we’d love to have you at our Texas Hold’em table! **The Details:** * **Buy-in:** 20.00 for 2,000 chips (Low stakes/High fun). * **Location:** Private residence near **401 / Mavis / Derry**. * **Perks:** Snacks and soda are on the house! * **Drinks:** Alcohol is **BYOB**. (Please remember to take any leftovers with you when you head out). * "Husband and wife duo. We prefer meeting other couples, but we're open to individuals too. Ladies, feel free to say hi!" **House Rules:** As this is a private home, we ask all guests to be respectful of the space and each other. Our goal is to build a reliable "poker buddy" group; once we have a solid crew, we’d love to rotate hosting duties for those interested! "As soon as we have enough people for a quorum, we'll pick a time and date that works for everyone." This is a **friendly, social game** — small buy, no pressure, no drama. Just good cards, laughs, and a consistent group. Planning for occasional/regular evenings depending on interest. Prefer people who can commit and show up on time

We’re thrilled to invite you to an exciting meetup! We'll have one talk presented by an Elastic employee and one presented by a community member. Bring your questions and come support the community! **Agenda** **5:00 PM** – Doors Open Come in, say hello, grab some food, and settle in for an engaging evening. **5:45 PM** – **"Lessons from evaluating production AI Agents for over a year", presented by** Susan Chang, Principal Data Scientist at Elastic **6:15 PM** – Q&A **6:30 PM** – "**Elasticsearch Journey – Working in Different Industries", presented by** Yasir Zaid, Elastic Certified Engineer **7:00 PM** – Q&A **7:15 PM** – Networking & Event Wrap-Up Stick around to chat, connect, and share insights with fellow attendees. **When:** Thursday, May 14th 5:00 - 7:00 pm **Where:** [Centre for Social Innovation - Spadina](https://www.google.com/maps/search/?api=1&query=43.650017%2C%20-79.397156) 192 Spadina Ave. · Toronto, ON 3rd floor, The Viola Desmond Room **Abstracts** **"Lessons from evaluating production AI Agents for over a year"** This talk covers methods of evaluating AI Agents, with an example of how the speakers built evaluation frameworks for a user-facing AI Agent system which has been in production for over a year. We share tools and frameworks used (as well as tradeoffs and alternatives), and discuss methods such as LLM-as-Judge, rules-based evaluations, ML metrics used, as well as selection tradeoffs. **Bio:** Susan Shu Chang is a Principal Data Scientist at Elastic, where she leads work on production-grade machine learning, including generative AI and agentic workflows. She is also an internationally recognized speaker, O’Reilly author, and keynote presenter at major global technical conferences. **My Elasticsearch Journey – Working in Different Industries** This talk explores Yasir Zaidi’s hands-on experience using Elastic products to deliver strategic solutions across banking, insurance, and telecommunications. Through real-world examples, the session will cover how Elasticsearch and the broader Elastic Stack have been used for search architecture, security, SIEM, and observability, along with some of the newer and more exciting projects now being built with Elastic. The talk will also highlight recent Elasticsearch features and innovations, and how they are opening up new possibilities for modern enterprise use cases. **Bio:** Yasir Zaidi is the Owner of ZD Inc. ([https://zd-inc.net/](https://zd-inc.net/)) and Elasticsearch Experts ([https://elasticsearch.expert/](https://elasticsearch.expert/)), and Co-Founder of 360metrics ([https://www.360metrics.io/](https://www.360metrics.io/)) and Certified Elasticsearch Partner Solution Architect. He has delivered hundreds of Elasticsearch projects for organizations around the world, with experience spanning Observability, SIEM, Enterprise search, Cloud deployments, and AI-powered search solutions, Serverless and much more. His work includes engagements with Ericsson, SAP, Intact Insurance, Videotron, RONA, Geotab and Desjardins Bank, just to name a few. Backed by three master’s degrees and Elastic certifications, Yasir brings deep technical expertise and proven global delivery experience. Linkedin: [https://www.linkedin.com/in/yasirzaidi/](https://www.linkedin.com/in/yasirzaidi/) Spots are limited, so don't miss out!

Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-toronto-may-ai-meetup-2026) to view the agenda and guarantee a spot. Welcome to the most electrifying and ground-breaking AI Meetup in Toronto! Join us once a month as we delve into the world of artificial intelligence, explore its cutting-edge practical applications, and marvel at the astonishing projects that are shaping our future. Why should you attend? • Get up close and personal with the AI projects that are redefining the boundaries of technology and human potential. • Learn from the brightest minds in the field and gain valuable insights into the ever-evolving AI landscape. • Unleash your curiosity, fuel your creativity, and expand your network as you connect with fellow AI aficionados and pioneers. What you can expect? Mindstone events consist of three talks covering different aspects: • What I Learned Building With LLMs: A technical demo breaking down the process for building a product using AI with real-life learnings and insights. • How To Be More Productive Using AI: A practical demo and step-by-step guide on how to use AI to speed up and improve tasks. • What Does The Future Look Like With AI?: A theoretical talk on the impact of AI on work, life and society. After the talks we'll have pizza, drinks, and networking. Don't miss out on this extraordinary opportunity to witness the AI revolution in action. It's time to embark on a thrilling journey into the future and discover the endless possibilities that lie within the realm of artificial intelligence. Reserve your spot today for the ultimate AI experience! 💡✨ (https://community.mindstone.com/events/mindstone-toronto-may-ai-meetup-2026) Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-toronto-may-ai-meetup-2026) to view the agenda and guarantee a spot.

***\*\*\*This class is open to all levels, weather permitting; in an event of poor weather conditions class will be changed to a regular class\*\*\**** **Come workout, have fun, relieve your stress, and meet your fellow neighbours!** Welcoming interested people to join our FREE classes every Tuesday evening from 7:00pm to 9:00pm and every Sunday afternoon from 2:30PM-4:30PM near Bathurst/Lake Shore area. Classes are led by our event organizer, Master **Dave Crook**, a seasoned 4th degree black belt Hapkido practitioner from a respected academy with many years of experience in this art and various others. **About this form of martial arts:** Hapkido is a hybrid Korean martial art. It is a form of self-defense that employs joint locks, grappling, throwing techniques, kicks, punches, and other striking attacks. **How to join:** Join this group/event and directly message me with your interest. **Q: Is this completely FREE?** A: Yes, classes/lessons are completely FREE **Q: Do I require a gi/uniform to participate?** A: Gi is completely optional, only required when doing groundwork grappling/throw techniques **Q: Are there grading and belt progression?** A: Yes, there are grading and belts, which will cost $30 just to cover the cost, testing will done when YOU are comfortable and ready! **Current Martial Artists Belt Status:** 1x Masters - 4th Degree Black Belt 1x Yellow Belt (former red belt) 1x Yellow Stripe Belt 134x White Belts **Belt Colours - Progression in Descending Order:** * White Belt * Yellow Stripe Belt * Yellow Belt * Orange Stripe Belt * Orange Belt * Green Stripe Belt * Green Belt * Blue Stripe Belt * Blue Belt * Red Stripe Belt * Red Belt * Black Stripe Belt * Black Belt **Curriculum of Techniques** **White Belt to Yellow Stripe:** **Strikes (all strikes from left wrist grab, striking with right)** 1\. Sword Strike to Clavicle 2\. Nunchuk Strike to Temple 3\. Companion Sword Strike with Elbow Strike to Solar Plexus 4\. Spear Hand to Femoral Artery 5\. Palm Strike to Floating Rib 6\. Spear Hand to Trachea **Breakaways (all breakaways from right wrist grab)** 1\. Latissimus Dorsi push with bucking back fist 2\. When pulled with bucking back fist 3\. When pushed with bucking back fist 4\. Downward break away with elbow strike 5\. Live\-hand tricept push up with elbow strike 6\. Assisted tricept push\-up with elbow strike **Take Downs (performed both sides)** 1\. Pivot throw Joint Locks (all joint locks from right wrist grab) 1\. 'Kul Nut Key' to elbow 2\. 'Kul Nut Key' to elbow 45 degrees 3\. One inch bow 4\. Side wrist lock \- bend elbow 5\. Side elbow lock 6\. Elbow lock controlled **Escapes From Mounted Position (all from opponent on mount position - performed both sides)** 1\. Escape to Mount 2\. Escape to Guard 3\. As punches are received \- buck \- single arm hook \- roll 4\. As punches are received \- buck \- shoulder walk \- two arm hook \- guard 5\. Escape when head is locked 6\. Escape when head is locked with high mount **Kicks (both sides)** 1\. Side kick **To learn more about Hwa Won Yue Hapkido visit our website here:** http://www.hapkidohwawonyue.ca/toronto.html#

Eventbrite Link: **[https://www.eventbrite.ca/e/436240616427?aff=oddtdtcreator](https://www.eventbrite.ca/e/436240616427?aff=oddtdtcreator)** **Savor the laughter at Sizzling Saturdays! Toronto's comedy spectacle starts at 8 PM. A night of uproarious fun awaits!** Join us for a sizzling Saturday night at 8 PM! Backroom Comedy Club presents a comedy extravaganza featuring Toronto's top comedians. Immerse yourself in an evening of wit, humor, and uproarious laughter. Make your Saturday memorable—reserve your seat now for an unforgettable entertainment experience!

Join us on Wednesday, May 13th, 2026, at 6:30 PM for a session presented by **Aidan Foster** on using Claude Design, Anthropic's new AI-assisted design tool, to vibe design web user interfaces. **Event Details:** * **Location:** CSI Spadina - 192 Spadina Ave., Toronto, ON M5T 2C2. Viola Desmond room on the 3rd floor * **Date and Time:** May 13, 2026, 6:30 PM - 8:30 PM * **Topic:** Experimenting with Claude Design. **Location Note:** This meeting will be held in the **Viola Desmond room on the 3rd floor**. Access will be via the door to the stairs, not the usual main entrance to the basement area. We will send the building access code on the morning of the meetup, via email and chat. **Session Topic:** Claude Design starts as code and grows into design software, the opposite direction of Figma. We'll look at: * Generating a design system from a Figma file * Iterating with the tweaks panel and edit mode * Prototyping UI from existing code and screenshots * Where Claude Design fits alongside Figma and Claude Code **Your Voice Matters:** Got ideas for future presentations or want to be a speaker? Reach out to Pierre or Aidan – we're always looking for speakers and new insights! **Drinks & Discussion:** Stay after the presentation for drinks and more Drupal talk at [Hotel Ocho](https://maps.app.goo.gl/4HF9ooz2Ki9B8o577) **Special Thanks to our Sponsor:** A big shoutout to[ Kalamuna](https://www.kalamuna.com) for providing the CSI space for our meetup. Looking forward to seeing old friends and new faces alike. Let's make this a great meetup for Toronto's Drupal community, going strong since 2006!

**This is a ticketed event. Please register at [this link](https://luma.com/n5d2q50u).** ​The Platonic Representation Hypothesis (Huh et al., 2024) proposes that neural networks are converging toward a shared statistical model of objective reality, offering a Platonic explanation for the growing representational similarity observed across models of different architectures, datasets, and modalities. In this talk, Robert Adragna argues that such convergence is computationally intractable in practice. Truly representing reality would require models to recognize the same real-world concept across all its possible appearances — a form of robustness that theoretical and empirical work suggests is infeasible to achieve at scale. He proposes an alternative account: representational convergence reflects shared structural assumptions embedded in training data, not the discovery of objective reality. ​​​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions ​​​​​​If you can't make it in person, feel free to join the live stream starting at 6:30 pm, via [this link](https://www.youtube.com/@Trajectory-Labs/live).

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. 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)

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.