Information Retrieval

**A private event for successful men who want to connect & date their ideal women.** **Join the waitlist here:** [https://www.eventbrite.com/e/1988324057781](https://www.eventbrite.com/e/1988324057781) Lineup: hosted by **Dan Nesek**, award-winning relationship mentor with over 25 years of experience and work with more than 1,000 men across 30+ countries. Featured in major international media (such as FHM, New York Times, The Game, Playboy, etc). Joined by a leading female relationship advisor who works exclusively with high-achieving women. She will share a rare, direct perspective on what discerning women are truly looking for and what stops most successful men from finding it. **Who It’s For:** Men who: ✅ Have achieved success and are ready for the one area that remains: a high-quality relationship with the right woman. ✅ Who want to expand their circle with accomplished, like-minded individuals. ✅ Who are serious about meeting their ideal women in Toronto. **👔 Dress code: Smart Casual** Limited to an intimate group of 50 attendess. Follow us to learn more! Website: [https://dannesek.com/](http://%5Bhttps//dannesek.com/%5D(https://dannesek.com/) "\[https://dannesek.com/\](https://dannesek.com/)") Instagram: [https://www.instagram.com/dannesek](http://%5Bhttps//www.instagram.com/dannesek?igsh=Z2JuejNud2tmd2Mw&utm_source=qr%5D(https://www.instagram.com/dannesek?igsh=Z2JuejNud2tmd2Mw&utm_source=qr) "\[https://www.instagram.com/dannesek?igsh=Z2JuejNud2tmd2Mw&utm_source=qr\](https://www.instagram.com/dannesek?igsh=Z2JuejNud2tmd2Mw&utm_source=qr)")

This is a ticketed event. You can register [here](https://luma.com/trajec-2gru). ​ Could an AI company’s internal coding agents create a “rogue deployment”, a set of agents running without human knowledge or permission? In February and March 2026, [METR](https://metr.org/?utm_source=luma), the organization behind the [time horizons graph](https://metr.org/time-horizons/), conducted a pilot of a process to assess just that. Anthropic, Google DeepMind, Meta, and OpenAI gave us access to their most capable internal LLMs and a wide range of non-public information. We concluded that, while internal agents plausibly had the means, motive, and opportunity to start small rogue deployments, they didn’t have the means to avoid human detection indefinitely. METR researcher Thomas Broadley explains the process, the six key facts that informed our conclusion, and how we expect risk to evolve over the next few months. ​You can watch a livestream of the talk [here](https://www.youtube.com/@Trajectory-Labs/live?utm_source=luma).

**Dine with new people in Toronto.** You'll join a small table of 4–8 people, meet over dinner, and the conversation unfolds naturally. Everyone coming is in a similar stage of life — open to meeting new people, having a real night out, and seeing where the evening goes. HOW IT WORKS 1. **You reserve your seat** Join a table already starting to come together. 2. **The table fills** Once the table is full, the evening is set. 3. **The introductions begin** Two hours before dinner, you'll see who's coming. By the time you arrive, no one's a stranger. AT YOUR TABLE * People in your age group * Similar stage of life * Easy to connect with GOOD TO KNOW * You only pay for what you order * You'll see who's coming 2 hours before * Exact venue shared once the table is full IMPORTANT To keep groups balanced and confirmed, seat confirmations happen through #dine: https://www.hashtagdine.com/join/toronto

*To join this event, you must be able to speak full sentences in Mandarin. This event is for those wanting to practice Mandarin and/or English. Here, you can chat with others and play board games in either language to improve your linguistic skills. Feel free to join our WeChat group during the event, as it is the best way to stay connected with us. If you have any questions, leave a comment on this event page. ＜中文版＞ 此活动是以聊天和玩桌游练习中文或英文，等级不限，平时有6-10位参加者。此活动微信群可在活动中加入，互相学习，天天向上。 如果您有任何疑问，请随时在活动页上留言或联系主持人

To register, please visit https://www.bnibusinessconnectionsone.com/ • What we'll do Doors open: 6:45 am Structured meeting: 7:00 am - 8:30 am (We start and stop on time.) - Informal Networking - President’s Welcome - Leadership Team Introductions - Education Moment: 2-minute talk on a networking topic - Weekly Presentations (45-seconds per member and guest- pitching your own services) - VP’s Report: Chapter Performance Update - Reports: Treasurer and Membership Committee - 5-Minute Break - 10-Minute Feature Presentation by a Member - Passing of referrals, testimonials, thank yous to guests - Presenter’s Gift Draw - Close OUR GUARANTEE: Business Connections One are full of life, laughter and learning! • What to bring What you’ll need to do as a visitor: - Plan a 45 second (100 words) infomercial on your business and what makes a good referral. - Bring about 40 business cards for circulation to the group. - Pay $30 in cash or cheque at the door (or via Paypal on this site) • Important to know

Join us for an evening of French conversation at B Espresso Bar in the atrium of the Toronto Royal Conservatory of Music (near St. George station)!
We welcome all levels of French, and it's free\*.
Venez pratiquer votre français! \*While there is no fee to attend this event, guests are expected to purchase something from B Espresso Bar, in accordance with RCM's restrictions on usage of the cafe atrium space. **Building location:** The Royal Conservatory is at 273 Bloor St W, between Varsity Stadium and the Royal Ontario Museum (ROM). There are entrances off Bloor St. and Philosopher's Walk. If you enter from Bloor St through the large glass doors, follow the hallway on the left beside the staircase and turn left at the end. (Closest TTC: St. George) **Notes and restrictions:** The host may or may not attend this event. Attendees are encouraged to seat themselves at two or more adjacent tables, as needed. Please form groups of 6 people at each table; do not rearrange chairs and tables to accommodate more people, as this obstructs the narrow walking space. Guests are expected to order something from the cafe, and are asked to please refrain from bringing outside food or drink. Attendees must leave the building at 8pm when the cafe stops serving. **Contributions:** If you are a regular with us and would like to support the group, please send any contributions by e-transfer to [diskutomeetup@gmail.com.](http://diskutomeetup@gmail.com.) The yearly donation goal and amounts received year-to-date will be tracked anonymously on [this google sheet](https://docs.google.com/spreadsheets/d/18GfqYsis8Cf2XGg4KsKQJsY_0Fv3bsSQHwJAxvC1Km8/edit?usp=sharing). Thank you so much for your support.

Don't be disappointed if you don't see a bunch of people attending. I advertise this on multiple platforms and the class usually sells out. \*\*If you don't use Paypal, email me at ralph@socap.ca and we'll figure it out. You can pay be etransfer or with a credit card/cash at the venue.\*\* Improv comedy uses several techniques to create laughter. These include, creating an atmosphere free of judgement, saying 'yes', active listening, being positive, putting your focus on others, and the importance of play and laughter. Not coincidentally, these are the same things that happen to us naturally when we are bonding with another person. In this class, we'll explore these techniques not with the goal of being funny, but with the goal of being people that other people want to be around. The teacher, Ralph MacLeod, is a co-founder of two independent improv clubs in Toronto - Bad Dog Theatre and Social Capital Theatre. He's been teaching improv for over 30 years. He also teaches these same techniques to several organizations including UofT, Google, Kraft, Shopify and many, many more. Please feel free to ask any questions you may have! FAQs and Good To Know.... After every event, a group from this class sit down and have a drink together so be prepared to stay if you want! Of course, you don't HAVE to. You also don't have to be single or bring a friend. The vibe of this class is much more 'making new friends' than a 'singles' mixer'. We usually run to 8:15 so pay for extra parking!

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

**NEW LOCATION - Madison Avenue Pub** **Dates will vary over the next few weeks due to FIFA schedule.** Join your community of fellow Intuitives and MBTI nerds for a casual evening of engaging conversation. We get together every second Sunday – with a mix of regulars and new friends. There is no fee to attend, though we ask that you support the venue by ordering something to eat or drink. **Feel free to contact event host B. via Facebook/Meetup messenger, or text/call 416-712-8635 for directions**. About the venue: Madison Avenue Pub, 14 Madison Ave Nearest Subway: Spadina Map / Directions: https://maps.app.goo.gl/scdLEYqb9LNJWkgWA We make an effort to find pubs that are quiet and introvert friendly, with a section to ourselves. We make no effort to muffle our extroverts, but should they get out of hand, our resident INTJ will use their death stare, to pull them back in line.

\- Living On Video & DJ Lazarus presents \- **Sat June 6 - 80s & 90s Retro 'GUILTY' Pleasures Video Dance Party w/ MADONNA Spotlight** ADVANCED TICKETS ONLY $10: https://madonnaspotlight.eventbrite.ca 'GUILTY' brings the 80s & 90s back to life with the BIGGEST HITS and ONE HIT WONDERS of the time. \-\-\-\-\- You'll have a blast dancing with hundreds of people as 'GUILTY' has become one of the busiest retro events in Toronto. \-\-\-\-\- 'GUILTY' has 9 giant video screens playing the music videos you remember from Much Music and MTV. \-\-\-\-\- DJ Lazarus and 'Be Kind Rewind' spin a fun mix of big retro hits to keep you on the dance floor. Saturday June 6, 2026 Retro 'GUILTY' Pleasures Video Dance Party w/ MADONNA Spotlight BIGGEST HITS and ONE HIT WONDERS of the 80's & 90's Ground Control - 1279 Queen St West - Toronto Lounge 9pm - Mainroom 10pm - 19+ Event $10 Advanced Tix: https://madonnaspotlight.eventbrite.ca $15 at the door INVITE: www.facebook.com/events/953883060781769 (please INVITE and SHARE with your friends) \-\-\-\-\- GUILTY is an unabashed night of HUGE RETRO HITS and ONE HIT WONDERS of the 80's & 90's. \-\-\-\-\- Hear and see popular artists like Madonna, Prince, Wham!, Culture Club, Cher, Spice Girls, Michael Jackson, Ace of Base, Van Halen, Huey Lewis, Britney Spears, Milli Vanilli, Cyndi Lauper, Backstreet Boys, and Pat Benetar, TLC, to one hit wonders such as Boys Don’t Cry, Phil Collins, Baltimora, Taco, Rick Astley, Aqua, Tiffany, and more. Facebook: http://facebook.com/groundcontroltoronto Facebook: http://facebook.com/djlazarusrocks Instagram: http://instagram.com/djlazarusrocks Group: http://www.facebook.com/groups/panicretroparty

AI is becoming part of automation, observability, and quality workflows. As adoption grows, teams are also managing new challenges around complexity, engineering data, and trust. Join us at the Test Automation Summit – Toronto 2026 \| Toronto\, Canada \| 5 June 2026 & explore practical insights on AI\-assisted quality engineering\, agentic AI\, observability\, and scalable QA workflows\. Who Should Attend • QA & Quality Engineering Leaders • Automation Engineers & SDETs • Engineering & Delivery Managers • DevOps & Platform Teams • Teams exploring AI-assisted engineering workflows • Professionals focused on scalability, observability, and quality strategy Join QA leaders and practitioners sharing real-world experiences from modern engineering environments. These are some of the conversations shaping modern QA today — and they’re exactly what this summit is designed to explore. Keynote Session Neil Price-Jones, President of TASSQ What Are We Going to Do with All the Information? A perspective on how engineering teams can make better use of growing amounts of testing, quality, and operational data. Featured Sessions \- Jeremy Berriault\, Founder of Berriault & Associates Consulting Group AI Won’t Save Your Quality: Build a Decision-Making Operating System That Scales. Exploring why sustainable quality engineering requires stronger operational decision-making — not just more AI tools. \- Don Jackson\, Technical Evangelist from Perforce Software Sick of Framework Frustrations? Agentic AI Can Remove Them All. A practical discussion on how agentic AI may help reduce complexity within automation frameworks and engineering workflows. \- Natalia Moyseyenko\, Head of Test Management Practice from EPAM Canada AI-Powered Quality Engineering: Strategy, Automation, and Insights at Scale. Insights into how AI-assisted quality engineering practices are evolving across enterprise-scale environments. Panel Discussion Navigating the Next Wave: How AI, Sustainability, and Human-Centered Design Are Redefining Quality Assurance Featuring: \- Rob Virdee\, Senior Consultant from NVP Software Solutions \- Ian Howlett\, Vice President from Innosphere \- Syed Faeez Sultan\, Associate Director from Iris Software Fireside Speakers Rob Virdee\, Senior Consultant \| NVP Software Solutions Ari Rowland\, Co\-founder \| Canadian Quality and Testing Association\. Topic: Beyond the Hype: Personal Journeys in Shaping the Future of QA through Artificial Intelligence and Ethical Innovation Why This Event Matters Many organisations are currently experimenting with AI across engineering and QA workflows. At the same time, teams are also navigating the following: • Increasing delivery complexity • Larger volumes of engineering data • Faster release expectations • Evolving automation architectures This summit focuses on those practical realities through implementation experiences, engineering discussions, and lessons learned from teams actively exploring the shift. Seats are starting to fill — if this is already on your radar, it’s worth planning early. [Register here](https://www.testingmind.com/event/test-automation-summit-toronto/?utm_source=meetup&utm_medium=email&utm_campaign=Toronto) If you're involved in modern QA, engineering quality, automation, or secure delivery practices – this is a conversation worth being part of.

Hello everyone, I'd like to invite you out for fabulous Sunday afternoon; with our beloved party game, **Family Feud! (The Best Social Party Game in Town!)** It's going to be a total blast with a game designed to keep us laughing and interacting all afternoon! \*Super easy to learn, play and have fun! *\*Joined by my other social groups too so we can anticipate a fabulous turn out!* **Date:** Sunday, June 7th **Arrival Time:** Please arrive between 5:00 p.m. -5:45 p.m. **Where to Meet us?** **Location:** Smoke Show **Address:** 747 Mt. Pleasant **Free Parking:** in Residential area and on Eglinton and Mt. Pleasant north of Eglinton **Eglinton and Mt. Pleasant Subway:** (Very close, 1 minute walking distance) Event Details Below: Sincerely, Steve Flemming (Organizer/Host) https://www.meetup.com/soulcity/ **Details of Event:** **\*\*FAMILY FEUD\*\* (The Best Social Party Game in Town) (Sunday, June 7th)** -Lots of laughs in store as we have a great evening making new friends and playing **Family Feud** hosted in a unique group vs group format -Groups will be divided into groups of 4-5 players, with multiple rounds played \*Treats handed out to the winning teams after each round we play \*\* Invite your friends or come on your own; either way we can anticipate a great time! ***It's all about having fun and laughing out loud!*** \-\-\-\- **Event Fee:** 10 dollars (cash only please) (HST included) or in advance by e transfer to **steveflemming11@gmail.com** \-\-\-\-\- \*Plan to come for dinner (one beverage or appetizer minimum to support this wonderful restaurant) (The food is fresh and really good!) \*Includes reserved seating for the group \*Beverage and/or appetizer minimum to support the staff and venue \*Dinner Party after Family Feud at no extra charge :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

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

Topic to be announced. **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

Join the local UX community for our casual monthly breakfast event. We're exploring the West Side this month with a member suggestion –those are always welcome. Thanks to the team at Nationwide for supporting the group!

## 🤝 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. ###

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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.