Applied Statistics

**This is a ticketed event. Please register at [this link](https://luma.com/zcsyrtrx).** ​With [Duncan Cass-Beggs](https://www.cigionline.org/people/duncan-cass-beggs/?utm_source=luma), Executive Director of the Global AI Risks Initiative at the Centre for International Governance Innovation (CIGI). ​Prominent AI scientists and national security experts are raising the alarm that it may soon become technically possible to build autonomous AI systems capable of posing an extinction risk to humanity. While timelines are uncertain – with most informed estimates ranging from 2 to 10 years – recent advances suggest that AI systems could soon reach a critical threshold and feedback loop of recursive self-improvement. In this context, societies and governments must prepare now to address the most challenging AI scenarios. ​Based on current trends, the most powerful AI systems will likely be developed by frontier AI companies in the United States or China. Canada, like most other countries, therefore, lacks direct influence over the AI developments that may most affect our future. This doesn’t mean we have to resign ourselves to a fate determined by others. Along with efforts to promote AI adoption, innovation, and sovereignty, Canada can help to lead an international effort to avoid the worst global scale risks of AI – and make sure AI goes well and for the benefit of all. The challenges – technological, philosophical, political – are complex and daunting, especially under possibly very short timelines. But they are challenges most worthy of our commitment in this tumultuous and pivotal time. ​Building on CIGI’s recently published [Special Report on AI National Security Scenarios](https://www.cigionline.org/publications/ai-national-security-scenarios/), this session will lay out the key arguments for an international coalition of willing middle powers and others to lead urgent efforts to address global scale risks from AI. The session will then engage participants in a roll-up the sleeves discussion of Canada’s potential interests, roles, and points of leverage, and how best to rapidly mobilize Canada’s contribution. ​​​**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).

\*\***Please note this is NOT a language learning event**: it is intended for those with a **good command of German**. If you are learning German, please check out our calendar for the German Conversations event the fourth Wednesday of the month (e.g. October 23 this month) which is designed for you!\*\* Let's shake things up ever so slightly by trying out some other quality places in the immediate area. Thanks to a group member for the suggestion to try the Duke of York just a bit further east on Prince Arthur between Bedford and Avenue Road. They have indoor and outdoor spaces, good food and lots of beers. In business for decades, it is a great Toronto neighbourhood institution. \-\-\-\- **Thank you to our sponsor – Wir danken unserem Sponsor** Our group could not exist without our sponsor, Steffen Hugo. Professional Real Estate Services for Houses, Condos, Investments, Rentals. More info [here](https://www.steffenhugo.com/). Ohne unseren Sponsor, Steffen Hugo, ginge diese Meetupgruppe nicht. Profesionelle Immobiliendienstleistungen für Häuser, Wohnungen,Investitionsobjekte, Vermietungen. Weitere Infos [hier](https://www.steffenhugo.com/uber-mich/). \-\-\-\- Website/Webseite: https://dukepubs.ca/duke-of-york/ Address/Adresse: 39 Prince Arthur Ave, Toronto, ON M5R 1B2 Google Maps: https://goo.gl/maps/DunJjLY8ehZ3A84JA TTC: Subway Lines 1 or 2 to St. George. Take the Bedford exit, then 100m to the pub. / U-Bahnlinien 1 oder 2 bis St. George. Ausgang Bedford, dann 100m zu Fuss. Green P Parking: [Carpark 58](https://parking.greenp.com/carpark/58_9-bedford-road-hotel-intercontinental/) around the corner off Bedford north of Bloor St W / um die Ecke in der Bedford St nördlich der Bloor Street. Bike Share Toronto station: Taddle Creek Park, Lowther and Bedford / im Taddle Creek Park, Lowther Ecke Bedford. Please RVSP, because this helps us with planning. Bitte meldet Ihr Euch an, weil es uns bei der Planung hilft. **COVID-19 Health Policy – COVID-19 Gesundheitsregeln** We want to protect your health, the health of your fellow members, and the health of the staff members where we meet. We encourage all attendees to be fully vaccinated, and encourage the wearing of masks when not seated or standing at one of our tables. Wir wollen Ihre Gesundheit, die der anderen Mitglieder der Gruppe und der Mitarbeiter, wo wir uns treffen, schützen. Wir empfehlen, daß Ihr vollständig geimpft seid. Wir empfehlen eine Maske zu tragen wenn Ihr nicht an einem Tisch sitzt oder steht. I look forward to seeing everyone! Ich freue mich auf Euren Besuch! Yours / Grüße, Robert Quickert Organizer – Greater Toronto German Club

**🏛️ WHAT'S PRACTICAL PHILOSOPHY ABOUT?** Practical Philosophy is a weekly meet-up that brings critical thinkers together for an opportunity to dive deep on a topic, practice communicating, and building a community. All with no ‘official’ philosophy knowledge required! 😎 Practical Philosophy is based on the idea that philosophy should be accessible to all, and not something reserved only for academics. Each week we choose a topic, and the goal is to use the conversation to develop our critical thinking and communication as we explore that topic. The goal is to help develop our Critical Thinking, Communication, and Community 🙌 **📓 HOW DOES IT WORK?** Each week, we pick one topic and discuss it. The topic for the week is shared, generally in the [Whatsapp group](https://tally.so/r/ZjaPO0), along with jump-off points to get the conversation going. When groups get bigger than 7-8 people, it’s important that we break into smaller groups. This way we are able to maintain a conversational flow as opposed to having our meetups feel like a discourse or lecture. **General Meeting Agenda** Each Practical Philosophy meet-up follows this general timeline: * 19:00-19:15 - People arrive and chat, get to know each other before the ‘official' start. * 19:15-19:25 - Meeting introduction, explanation of Practical Philosophy and the topic for the week, read the guidelines and the overview so attendees know what to expect in terms of timelines. * 19:25-20:45 - Break into small groups - introduce yourselves and general thoughts on the topic, open discussion afterwards. At this point the group can review the ‘jump-off’ questions as needed, but they are just there to help guide the conversation. It’s not obligatory to answer them. * 20:45-21:00 - Bring everyone back together to discuss conclusions of the topic - each group gives a short 1-minute summary. Organizer concludes the meeting and everyone takes a group photo. * 21:00 - The official meeting is over but it’s a great opportunity to get to know people in a non-structured environment, so we often stick around, chat, and get to know each other. **🧧PRICING?** Practical Philosophy is operated entirely on voluntary donations! If we are meeting in a café, buy a beverage! Donations are 100% voluntary, but they help us to bring the gift of deep conversation to people around the world. If you'd like to support, you can [donate here](https://www.zeffy.com/en-CA/donation-form/donate-to-practical-philosophy)! (Practical Philosophy is a registered Canadian charity) 💛 **WHAT PEOPLE SAY ABOUT PRACTICAL PHILOSOPHY** 🗣 “I feel like Philosophy Club helps someone build their own belief system through a series of perspectives while not promoting what’s right and wrong” - Ekam 🗣 “I got hooked from day 1 (the topic was authority) and felt it was the right place for me. I feel it is a place where people can go to learn and discuss new perspectives and increase critical thinking and community by interacting with people who might challenge your point of views but at the same time encourage you to have openness and mind flexibility.” - Daniel **🤓 FAQ** * ​What will we talk about? What's the topic? ​The topic for the week is shared every Sunday in the Whatsapp group. We try to add the topic to the comment section on this event page as well but if you don’t see it, the topic and the jump-off points will be in our [Whatsapp](https://tally.so/r/ZjaPO0). * Do I need to study or read anything to attend? No preparation is necessary. This isn’t a study of other thinkers. We want to know what YOU think about the topic, not what an old philosopher thought. If you have a perspective from a religion or a school of thought to share, throw it on the table and we’ll discuss it, but it's not required. * Is there a specific philosophy that Practical Philosophy is focused on? The goal of our meet-ups is to not have dogmatic discussions, and flex our critical thinking muscles. Because of this, we want to hear from every realm of thought, and don't study a particular school. * Is it mostly men that attend? Surprisingly, no! Although philosophy is seen as a Candelabra affair in a dark room with a bunch of guys, our Practical Philosophy meetups are generally 50/50 between genders, and we don’t meet in any dark rooms. * Can I come alone? Of course you can, we encourage it :) * Can I be late? Please don't be! We do have a 15 minute grace period where we allow people to funnel in while we hang out, but after that if you arrive too late, it disrupts the flow of the conversation. * Where do you meet? The location is posted in Meetup and our [Whatsapp](https://tally.so/r/ZjaPO0) group for this location. It is HIGHLY RECOMMENDED that you join the Whatsapp group! If you want to know what other cities have a Practical Philosophy Club, you can see our chapters on our [website](https://www.practicalphilosophy.club/practical-philosophy-locations/). 🤝**POLICY** To respect our members privacy, we ask that no one privately message a member without first getting explicit consent. (This looks like speaking in person and being asked to message privately.) Contacting or texting other participants without prior consent is not permitted and may result in removal from the group. Practical Philosophy reserves the right to enforce this policy at its discretion to maintain a safe and respectful environment. **PRACTICAL PHILOSOPHY - Making Philosophy Available To All.** ✨ Practical Philosophy hosts weekly, in-person meetups in over 25 countries and 50+ chapters, including Canada, Spain, Japan, Mexico and many more! 🗺️ \*\*\* Join our [Whatsapp group](https://tally.so/r/ZjaPO0) 👈 Follow us on [Instagram](https://www.instagram.com/practicalphilosophyclub) 👈 Our [website](https://www.practicalphilosophy.club/) 👈

We’re back for another night of great conversation, community, and global connections. Whether you want to practice English, learn a new language, or simply make new friends from around the world, this is the place to be! ✨ **What to Expect:** ✅ Language Exchange 💬 – chat in French, Spanish, Korean, Japanese, and more! ✅ Live Music & Resident DJ 🎵 – groove while you mingle ✅ Fun Board Games 🎲 – challenge a new friend ✅ Arts & Crafts 🎨 – get creative ✅ Make New Friends 🗣️ – the more, the merrier! 📍 14 Madison Ave, Toronto, ON M5R 2S1 🕖 7:00 PM – 11:00 PM Come solo or bring a friend—either way, you’ll leave with new connections, good laughs, and even better vibes 💬✨🫶 💵 $5 Entry Fee at the Door This helps cover meetup essentials like games, name tags, stickers, and all the little things that make our events magical ✨ **CONTACT:** Terry (Organizer) 📲 E-transfer also available: tmg8@wealthsimple.me 🔗 Meetup: [https://www.meetup.com/TorontoBabel](https://www.meetup.com/TorontoBabel) 📘 Facebook: [https://www.facebook.com/groups/torontobabel](https://www.facebook.com/groups/torontobabel) 💬 WhatsApp: [https://chat.whatsapp.com/EYMdUw8XaxE5irFSNg5bt7](https://chat.whatsapp.com/EYMdUw8XaxE5irFSNg5bt7) 📸 Instagram: [https://www.instagram.com/t.o.babel](https://www.instagram.com/t.o.babel) 👉 Check out our calendar to see what other events we have coming up and to RSVP: [https://www.meetup.com/TorontoBabel/#calendar](https://www.meetup.com/TorontoBabel/#calendar) **Note:** Toronto Babel is a friendly, welcoming, and safe space for all attendees. This is a language-focused event and not a dating or matchmaking event. Any form of harassment or inappropriate behavior will not be tolerated. If you experience or witness any issues, please inform one of the organizers. #TorontoBabel #LanguageExchange #TorontoEvents #ToDoToronto #LearnEnglish

Hosted by [Green Drinks Toronto](http://www.greendrinks.org/ON/Toronto): *We will have a lively mixture of people from NGOs, academia, students, government and business. Come along and you'll be made welcome. Just say, "are you green?" and we will look after you and introduce you to whoever is there. It's a great way of catching up with people you know and also for making new contacts. Everyone invites someone else along, so there’s always... a different crowd, making Green Drinks an organic, self-organising network.* *These events are very simple and unstructured, but many people have found employment, made friends, developed new ideas, done deals and had moments of serendipity.* *GLOBAL: Now active in over 350 cities worldwide!*

Please see below for details of our April 15 event. Visit our [Eventbrite](https://www.eventbrite.ca/e/owasp-toronto-april-2026-tickets-1986283430209) page to RSVP! APIs power virtually every web and mobile application, accounting for over 80% of all Internet traffic. And APIs are under attack. Gartner states APIs have become the “most frequent attack vector," resulting in hundreds of highly successful, high profile breaches. This API security presentation covers 1) why attackers love APIs, 2) real-world breaches (and how they map to the OWASP API Security Top 10), and 3) best practices to keep APIs secure.

**Canadian real estate investment educational CLASS online LIVE** You are invited to an **exclusive, high-level Canadian real estate investment educational CLASS** for serious action-takers ready to bypass the frozen MLS market and building wealth. This is the **time-sensitive knowledge** Canadian insiders use to find properties for pennies on the dollar. **WHAT YOU WILL LEARN** * Stop competing and start dominating. The **"Backdoor Method"** is a legal, covert blueprint that gives you direct access to the properties mainstream investors never see: ***Tax liens, court-ordered sales, civil enforcement auctions, and bank defaults.*** It’s not about finding what’s *for sale* it’s about **finding what’s *in distress* before the public ever gets a whiff..** * **Virtual Wholesaling Secrets:** Discover the techniques to flip contracts for **instant, massive profit**—without ever tying up your own capital or owning the asset. * **Hard Money / Private Lending Unlocked:** Access the aggressive, short-term, **equity-based financing** that funds distressed deals in 3-10 days a critical skill for high-speed investing. **WARNING:** This is NOT for hobbyists. This is a rigorous, professional blueprint for those ready to execute and build serious wealth. This knowledge is time-sensitive as the market shifts. *** ### ⚠️ **IMMEDIATE ACTION REQUIRED** * **Time:** 2:00 PM - 4:35 PM EST * **Availability:** 97% SOLD OUT **ONLY 3 SEATS LEFT** **CLAIM YOUR FINAL SEAT:** * **E-TRANSFER $112** to: wwbpayments@gmail.com * **TEXT Your Name & Email (WhatsApp Only):** 416-409-7300 ***Proudly serving and guiding Canadian real estate investors successfully since 1993.***

This is a ticketed event. Please register at [this link](https://luma.com/lpikw708). ​Ryan Faulkner explores various papers that address cooperation and safety in multi-agent LLM simulations. Some of the core topics will include: * ​Moral behaviour of agents in high-stakes, zero-sum, and morally charged social dilemmas * ​Governance and sanctioning dynamics and the ways that LLM agents often fail to cooperate and free-ride in common-pool resource game * ​Mechanism design interventions like mediation, contracts, and elected leadership are explored to steer agents toward safer outcomes. ​This research also reveals that LLMs adapt their behavior based on awareness of their conversational partner's identity. ​​​**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).

**Canadian real estate investment educational CLASS online LIVE** You are invited to an **exclusive, high-level Canadian real estate investment educational CLASS** for serious action-takers ready to bypass the frozen MLS market and building wealth. This is the **time-sensitive knowledge** Canadian insiders use to find properties for pennies on the dollar. **WHAT YOU WILL LEARN** * Stop competing and start dominating. The **"Backdoor Method"** is a legal, covert blueprint that gives you direct access to the properties mainstream investors never see: ***Tax liens, court-ordered sales, civil enforcement auctions, and bank defaults.*** It’s not about finding what’s *for sale* it’s about **finding what’s *in distress* before the public ever gets a whiff..** * **Virtual Wholesaling Secrets:** Discover the techniques to flip contracts for **instant, massive profit**—without ever tying up your own capital or owning the asset. * **Hard Money / Private Lending Unlocked:** Access the aggressive, short-term, **equity-based financing** that funds distressed deals in 3-10 days a critical skill for high-speed investing. **WARNING:** This is NOT for hobbyists. This is a rigorous, professional blueprint for those ready to execute and build serious wealth. This knowledge is time-sensitive as the market shifts. *** ### ⚠️ **IMMEDIATE ACTION REQUIRED** * **Time:** 2:00 PM - 4:35 PM EST * **Availability:** 97% SOLD OUT **ONLY 3 SEATS LEFT** **CLAIM YOUR FINAL SEAT:** * **E-TRANSFER $112** to: wwbpayments@gmail.com * **TEXT Your Name & Email (WhatsApp Only):** 416-409-7300 ***Proudly serving and guiding Canadian real estate investors successfully since 1993.***

This is a Paid Event Ticket Link : https://allevents.in/toronto/80006038128567?aff_id=u5zt4r&ref=sharer GLOBAL STARTUPS CLUB l STARTUP NETWORKING Toronto 2026 GLOBAL STARTUPS CLUB l STARTUP NETWORKING Toronto 2026 GLOBAL STARTUPS CLUB l STARTUP NETWORKING Toronto 2026 WHAT YOU GAIN FROM THE MEET? \* Networking accesses \* Networking games \* 30-sec Elevator Pitch for Startups Introducing the Global Startups Club – a dynamic networking community fueled by 3X Events Mojo Capital 100x Brands Gamezon. This exclusive club will meet monthly providing a platform for talented founders experts consultants influential leaders and startup professionals to connect and collaborate. Our mission is to foster a thriving business community through a carefully curated 2.5-hour offline event where members can showcase their ventures and drive meaningful conversations. (PS: Tickets cover the attendance fee. However Food and beverages (as per your order) will be at your own expense. Kindly ensure to place an order to support the venue ) In Toronto the club will host monthly meetings designed to help you expand your network and enhance your business prospects. The ecosystem brings together Founders VCs Directors Power Networkers and Consultants creating meaningful connections and collaboration opportunities. Support Number: Mohit Sureka - +971 585797400 - WhatsApp Only Email id : brands@globalstartups\.club \| connect@mohitsureka\.com Also check out other Business events in Toronto Workshops in Toronto Conferences in Toronto. Also check out other Workshops in Toronto. Also check out other Workshops in Toronto.

Hi everybody: We currently have 30 members attending from various groups. Come on out to the Goose A Firkin Pub. To start the evening, we are all ordering some dinner. Followed by some icebreakers, board games, and cards. If you’re coming by yourself, don’t be shy introductions will be made. This venue has lots of parking on site and it’s easy to get to by TTC. There is a $5.00 cover charge. Your organizer, Tammy 

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/yvAGbh4PpD **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. 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) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

In this local meeting, you will discover knowledge that you can use to get over the past. The key to improving your personal motivation, self-confidence, and happiness is to get over your painful memories. When you become free of your past, you will be free from stress, anger, anxiety and depression. Studies show that negative emotions can affect your health. By being free of negative emotions, believe it or not, you will most likely even look younger, feel more energetic, and become healthier! Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is brought to you by the Dianetics and Scientology life improvement center.

**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

Over 50 CINCO de MAYO HAPPY HOUR - FLIGHTS N TACOS!!! Join us for a fun and relaxed Over 50 Happy Hour on Friday, May 1st from 5:00 PM – 8:00 PM at Giant Eagle Grandview Yard Event Center! (upper level) **Plenty of free parking**. The event center is huge! Pics are in the comments. Over 50 CINCO de MAYO HAPPY HOUR!! – Flights n Tacos Let’s join together for a fiesta! (Invite friends - we have lots of room!) • Taco Bar • Margarita and Beer tasting • Complementary chips and salsa • Margs/cocktails at the bar for purchase • Festive Band/Music Margaritas/Mexican Beer Tasting + Taco Bar: Optional - For $15.00 per person you can also get 4 Margarita or beer) Get ready for a fun evening filled with live music, great conversation, and a lively crowd of 50+ singles and friends looking to mix, mingle, and enjoy the night. Whether you come solo or with friends, you’ll quickly feel the welcoming, social vibe. Enjoy happy hour at the bar until 6 PM, or take part in the special Cinco de Mayo experience featuring margarita flights and delicious Mexican bites. It’s the perfect setting to relax, meet new people, and celebrate in style. Our private upstairs space gives us plenty of room to connect, laugh, and enjoy the energy of the night. Come when you can, stay as long as you like — the best conversations (and the most fun!) tend to build as the evening goes on. No agenda — just great people, live music, and a Cinco de Mayo celebration you won’t want to miss!

**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** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

Are you passionate about supporting other men on their mental health journey? We’re building a movement of virtual and in-person men’s groups across Ohio — and we’re looking for group leaders who want to make a real difference with us. As a group leader, you’ll create a safe space where men can connect, reflect, and grow together. Training and support are provided — you just need heart, presence, and a willingness to lead. **Apply now to lead a group in your area:** 👉 https://form.jotform.com/taketimespeakyourmind/sym-group-leader-application Speak Your Mind is a mental health non profit dedicated to bringing our community together to end the isolation that leads to mental struggle and suicide. Learn more about them here: https://linktr.ee/taketimespeakyourmind

Who else is ready to sit outside? Join us for a casual chat over coffee & tea at Grandview Grind! Come out and meet some new people, enjoy your favorite drink, and make some new friends!