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HELLO EVERYONE ! It's this time of the month again : let's get together for a fun evening of networking in these slow industry times. If you're available, please join us on the SECOND FLOOR of Urban House Kitchen & Bar, for your favourite Film and TV Networking evenings. To book your free admission, go there : [https://tinyurl.com/TFIApril26](https://tinyurl.com/TFIApril26) Rain, Shine or Blizzard, WE WILL BE THERE! AND THERE WILL BE PRESENTS :D Of course, if you feel sick, have a fever, a cough, or don't feel comfortable with attending such an event post COVID times, please, don't put yourself and others in a bad position, and wait for the next one, because there will always be a next one. :D Bring your smiles and business cards! See you there ! DISCLAIMER : The organizers are not responsible for the potential stupid behaviour of some people, and you and us know that there is always a possibility of these happening, so by RSVPing to this event, you assume all responsibility and won't be able to hold the organizers responsible if anything happens that is related to your decision of attending. ================ APRIL Toronto Film and TV Industry Social Evening Thursday, April 30th 2026, 6PM The SECOND FLOOR at Urban House Kitchen & Bar 718 Queen St E. Toronto, ON M4M 1H2

**Hands-on. Real-world. Team-based. AWS JAM is here!** Join us for an exciting evening of cloud-powered challenges at our **AWS JAM Session**, hosted during the **AWS User Group Toronto** April meetup. This interactive session will challenge individuals and teams to solve **real-world, open-ended problems using AWS services.** Whether you're a seasoned AWS builder or just getting started, JAM sessions offer a collaborative and gamified environment to learn, compete, and grow your cloud skills. *** ### **What to Expect:** * Hands-on problem-solving * Team-based format – form your squad onsite * friendly competition * Swag & prizes for top performers * Networking with AWS experts and cloud enthusiasts ### **What You’ll Need:** * Laptop with Wi-Fi access * AWS account (will be provided) * Curious mindset and collaborative spirit! ### **Date and Time:** **-> Thursday, April 30, 2026** **-> 5:30 PM – 7:30 PM EDT** *** ### **Location:** **AWS Office ;** Floor 47 - 40 King St W, Toronto, ON M5H 1H1 ### **Venue Note:** We’re hosting this at the **AWS Toronto Office**, So please RSVP early and update your status if your plans change. **Let’s JAM and build something awesome together! 💥**

Join us this week as a guest to overcome your fear of public speaking and speak with confidence! We hold weekly meetings on Thursday nights to facilitate impromptu speaking, debates, discussions, and prepared speeches to practice our skills and give each other constructive feedback. We are a friendly group of all ages and backgrounds in the GTA, where we help our members and guests in their personal and professional development. We typically meet at the Etobicoke Civic Centre with lots of free visitor parking. You can join us as a guest anytime you want, for as long as you would like, to see what Toastmasters is all about! Come and join us this Thursday to become the best version of you. The theme for this week's meeting is TBD! Join us to practice your improv. speaking skills, debating skills, and to improve your public speaking abilities. If you're interested in attending this meeting, please contact us through our "Contact Us" form on http://goodyeartoastmasters.com/ See you there! ABOUT GOODYEAR TOASTMASTERS \*NOTE\* We are now back in-person at the Etobicoke Civic Centre! Visitor Parking is free. Simply let the Security Person know you're here for a Toastmasters meeting. • Our meetings start at 6:45 PM and lasts for about 2-hours. We suggest you arrive earlier to settle in and network before we begin. • It's free to attend as a guest and you can join us as many times as you would like. For the full access to the Toastmasters Pathways Programme, however, you will need to join as a member and pay a membership fee. • Don't worry about the low attendance numbers on Meetup. Members do not RSVP here. We use the club website instead. Meetup is primarily a place for us to reach out to newcomers such as yourself!

**This is a ticketed event. Please register at [this link](https://luma.com/gprawfks).** In this talk, Sheikh Abdur Raheem Ali: 1) Discusses rare cases where deployed LLMs have been observed to engage in self-directed behavior which would have led to catastrophic outcomes if the agent escaping containment were equipped with stronger capabilities. 2) Introduces arbitrium, a peptide-based communication method used by certain bacteriophages which release small molecules known as autoinducers to decide coordinated population-level behavior, and in particular lytic and lysogenic pathways, with a quorum-sensing mechanism. 3) Explores landmark results from alignment science which inform our current understanding of LLM biology (<250 malicious documents required to poison training datasets vs <100 viral particles required to produce infection in humans). 4) Analyzes early findings from experiments which attempt to investigate scalable improvements to defenses that monitor the internal activations of production transformer models (such as probes) and demonstrates how these enable targeted interventions on known distributions which are more difficult to achieve with input/output only methods (such as prompted classifiers) in certain cases (such as long context windows or latent reasoning models) ​​​**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).

The playbook for AI agent integration is becoming predictable: build an MCP server, expose your APIs as tools, and define the rules in prompts. That approach works, but it often pushes workflow and guardrails into client-side logic, where they are harder to enforce and easier to bypass. This talk presents a different approach. HATEOAS (Hypermedia As The Engine Of Application State)—a largely overlooked part of REST—allows an API to describe allowed actions and constraints at runtime. That makes it a natural fit for agents, which need clear, machine-readable guidance about what they can safely do next. We’ll show this in action with MoneyMate, an AI agent that performs sensitive operations such as money transfers. Using the Spring HATEOAS project, the agent is guided entirely by the API rather than by hardcoded tools or fragile prompt logic. AI hype aside, this is ultimately a talk about architectural validation. For years, HATEOAS was the hill REST purists loved to die on—complete with finger-wagging about “doing REST correctly”—while everyone else quietly shipped simple JSON and moved on. It turns out the purists weren’t wrong—just 20 years early. Come see why that extra structure finally pays off when your client is an LLM. **About the venue** Free Times Cafe has bistro-style seating and a full food and drink menu. Please consider helping to support the venue by planning to have supper during the talk. **Speaker Bio** Adib Saikali is a distinguished engineer at Tanzu by Broadcom, focused on helping Tanzu’s largest customers design and build cloud native applications and platforms using Spring and Kubernetes. Adib is the author of Securing Cloud Applications a book that teaches application developers the fundamental security technologies and protocols required to secure cloud native applications. Over the past 25 years Adib has worked at startups and global enterprises on numerous software systems in a variety of roles, from software developer, architect, agile coach, and CTO. He has developed a 360-degree view of what it takes to build software systems efficiently, and economically.

***Tickets must be purchased in advance!*** 🔗: [https://www.eventbrite.ca/e/toronto-hottest-e-commerce-amazon-entrepreneurs-networking-event-tickets-1986738953692?aff=ebdsoporgprofile](https://www.eventbrite.ca/e/toronto-hottest-e-commerce-amazon-entrepreneurs-networking-event-tickets-1986738953692?aff=ebdsoporgprofile) Connect with Toronto’s top E-commerce & Amazon Entrepreneurs at stunning rooftop vibes. Dress Code: Business Causal **Toronto’s Hottest E-commerce & Amazon Entrepreneurs Networking Event** Stellar Socials by Limitless invites you to an unforgettable evening of networking, collaboration, and opportunity. This event is designed for founders, E-commerce innovators, and Amazon entrepreneurs ready to connect, share insights, and spark growth in one of the fastest-growing business sectors. Whether you’re building a thriving Amazon store, scaling a Shopify brand, or seeking new partnerships and distribution channels, this social mixer is your chance to connect with like-minded entrepreneurs and industry leaders in a stylish, energetic setting. ### **👥 Who Should Attend** 🛒 **Amazon Sellers & FBA Entrepreneurs** 🛍️ **E-commerce Store Owners & D2C Founders** 📦 **CPG & Product-Based Brand Builders** 📈 **Investors & Business Professionals in Retail & Consumer Markets** 💡 **Startup Innovators & Growth Hackers** 🤝 **Marketing, Branding & Digital Agencies** 🏬 **Retail Buyers & Distribution Partners** ### **🚀 Why Attend** ✅ Connect with **e-commerce and Amazon entrepreneurs** ✅ Explore **retail, distribution, and collaboration opportunities** ✅ Gain insights on **consumer trends and digital growth strategies** ✅ Get your brand noticed by **investors and industry professionals** ### **✨ The Stellar Socials Experience** At **Stellar Socials by Limitless**, we curate **high-energy, premium networking events** that bring together ambitious professionals, entrepreneurs, and industry leaders. Our mission is simple: **inspire growth through meaningful connections.** This event is a **relaxed yet engaging social mixer**— no forced pitches, no pressure, just genuine conversations. Whether you arrive solo or with your team, you’ll leave with **valuable contacts, new perspectives, and potential partnerships** to elevate your business. \#\#\# 📲 Join Our Community Instagram: **@stellarsocialsbylimitless** Facebook: **Stellar Socials by Limitless** TikTok: **@stellar.socials**

**GoodChats.** **Newest Way to Make Friends in Toronto!** Ever walked into a coffee shop and wished you knew the people around you? That’s exactly what GoodChats is for. Our Coffee Chat events are designed to make meeting new people feel natural — no awkward intros, no swiping, no pressure. Just real conversations with people who already share your interests. **How it works:** **1) Sign up on iOS or Android** Download the GoodChats app to get started. Use the code **COFFEE** to sign-up for the invite-only app today! [https://linktr.ee/goodchatsapp](https://linktr.ee/goodchatsapp) **2) Start a chat about what you like** Talk about anything you’re into — hobbies, ideas, random thoughts. The app builds your profile based on what you actually care about. **3) Join a Coffee Chat** We match you with a small group of people who share similar interests and invite you to a local coffee shop meetup. That’s it — just show up, grab a drink, and talk. **What to expect:** * Small groups (so it’s actually easy to connect) * Weekly events at local coffee shops * A relaxed, low-pressure environment * People you’re genuinely likely to vibe with **Good to know:** * Events are **completely free** * All event details and invites are inside the GoodChats app * We’re currently in **beta**, with new Coffee Chats happening every week Use the code **COFFEE** to sign-up for the invite-only app today! [https://linktr.ee/goodchatsapp](https://linktr.ee/goodchatsapp) If you’ve ever wanted meeting new people to feel easier (and more real)… this is for you.

**GoodChats.** . **Newest Way to Make Friends in Toronto!** . Ever walked into a coffee shop and wished you knew the people around you? That’s exactly what GoodChats is for. . Our Coffee Chat events are designed to make meeting new people feel natural — no awkward intros, no swiping, no pressure. Just real conversations with people who already share your interests. **How it works:** . **1) Sign up on iOS or Android** Download the GoodChats app to get started. . Use the code **COFFEE** to sign-up for the invite-only app today! [https://linktr.ee/goodchatsapp](https://linktr.ee/goodchatsapp) . **2) Start a chat about what you like** Talk about anything you’re into — hobbies, ideas, random thoughts. The app builds your profile based on what you actually care about. . **3) Join a Coffee Chat** We match you with a small group of people who share similar interests and invite you to a local coffee shop meetup. That’s it — just show up, grab a drink, and talk. . **What to expect:** * Small groups (so it’s actually easy to connect) * Weekly events at local coffee shops * A relaxed, low-pressure environment * People you’re genuinely likely to vibe with . **Good to know:** * Events are **completely free** * All event details and invites are inside the GoodChats app * We’re currently in **beta**, with new Coffee Chats happening every week Use the code **COFFEE** to sign-up for the invite-only app today! [https://linktr.ee/goodchatsapp](https://linktr.ee/goodchatsapp) . If you’ve ever wanted meeting new people to feel easier (and more real)… this is for you.

*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

🎬 Let’s Go to the Movies (and Actually Talk… or Not) Whether you're a film nerd, popcorn enthusiast, or just looking for a chill night out with interesting people — this one's for you. We’re heading out to see a movie together, then grabbing food or drinks after. If the film's great (or terrible), we’ll probably talk about it forever. If it’s just okay, we’ll talk about it for 10 minutes and move on to everything else — books, dating apps, weird dreams, how Toronto keeps getting more expensive, etc. The vibe is relaxed, friendly, and not too serious. No film degree needed. No icebreakers. No pressure to “perform.” Just come enjoy the film, connect with some thoughtful people, and see where the night goes Click here to watch trailer! 🎞️ **Movie Title + Trailer:** [[Click here to watch trailer!](https://www.youtube.com/watch?v=f0ptq0Lzdh8)] 📖 **📖 Plot Summary:** A group of passengers flying from Los Angeles to Shanghai must make an emergency landing in waters filled with sharks. They have to cooperate to survive as sharks gather around the crash site. *** ### 🗓️ **Event Details** 📍 **Meetup Time:** 6:30 PM - I will only wait 5mins 🎬 **Movie Start Time:** 6:50pm ⏱️ **Runtime:** 1hr47mins 📌 **Meetup Spot:** I will be waiting at the top of the escalators wearing my moose hat 🎟️ **Cost:** * **$11.50** for *CineClub* members * **$16.00** regular admission 👉 You are responsible for buying your own ticket. **🪑 Reserved Seating:** You must buy your ticket *before* signing up. You'll be asked where you're sitting so we can all sit together! However, members are welcome to sit anywhere that works for them. 🎫 Buy your ticket here: [https://www.cineplex.com](https://www.cineplex.com) 📍🪑 **Where I will be sitting:** I will be in ROW "G" SEAT "15" 🍿 **After the Movie:** Yes, we’re heading out after! It’s not just a movie night — it’s a social night. Let's talk, laugh, and dissect every plot twist. *** ### ✅ **Before You Sign Up** * Please **buy your ticket first** — seating is limited! * When signing up, let us know your **seat number** so we can try to group everyone together. * You can still sign up or just **show up on the day** if you’re not sure you can make it — we’re flexible! 📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd) 🎟️ **Join Cineplex’s CineClub for discounts**: [https://www.cineplex.com/cineclub](https://www.cineplex.com/cineclub) 🎁 **Get your SCENE Card** for free movies and points: [https://www.scene.ca](https://www.scene.ca) *** ### 🎥 **A Quick Word About Movie Etiquette** We love a great film experience. Please: * Turn off your phone * Don’t talk during the movie * Be respectful of others Repeat offenders will be removed from the group — we take our cinema seriously (but with snacks). *** ### 👥 **About the Group** This event is open to everyone — single, not single, shy, social, new in town or a long-time local. We're a group for people who love movies *and* making real connections. We also do walks, hikes, restaurants, arts & culture — come be part of it! 🎬 **Organized by:** Mathew 📧 Questions? Reach out: **torontomoviesandoutings@hotmail.com**

Join us for a Fun Friday event as we get together to see the long-awaited sequel to the 2006 original, THE DEVIL WEARS PRADA 2! Meryl Streep, Anne Hathaway, Emily Blunt and Stanley Tucci all return for this follow-up that finds the former assistant is now a rival! Here are details, a trailer and our plan for this event: DESCRIPTION: The film follow’s Miranda Priestly's struggle against Emily Charlton, her former assistant turned rival executive, as they compete for advertising revenue amidst declining print media. The film is directed by David Frankel and written by Aline Brosh McKenna (who wrote/directed the 2006 original). It stars returning cast members Meryl Streep, Anne Hathaway, Emily Blunt, and Stanley Tucci along with newcomers Justin Theroux and Kenneth Branagh. TRAILER: https://www.youtube.com/watch?v=e9HXmMnUEdE PLAN: Please purchase your ticket for the 7:00pm showing and meet inside the lobby area between 6:30 and 6:45pm! Advance ticket purchase not required for this theater but early arrival is advised! Be sure to mention you’re with the Movie Group for admission and concession discounts! And don’t miss the best part of the night – immediately after the show, we’ll head to the nearby Rusty Bucket for conversation, food and drinks! Park on Main St, near the Rusty Bucket, or in the lot near Brassica and your car will be close by at the end of the night! Should be a fun one, Dan

Join us as we get together to see your choice of two VERY different movies – one sweet and wholesome – the other a terrifying folklore horror! Option 1 is the fun whodunnit-action-comedy-mystery led by Hugh Jackman, THE SHEEP DETECTIVES! Option 2 is the top-reviewed supernatural-horror-thriller starring Adam Scott, HOKUM! Here’s a description, trailer and plan for this event: THE SHEEP DETECTIVES: Every night a shepherd reads aloud a murder mystery, pretending his sheep can understand. When he is found dead, the sheep realize at once that it was a murder and think they know everything about how to go about solving it. The film is directed by Kyle Balda and take a look at this ensemble cast: Hugh Jackman, Nicholas Braun, Molly Gordon, Hong Chau and Emma Thompson and the voices of Julia Louis-Dreyfus, Bryan Cranston, Chris O'Dowd, Regina Hall, Patrick Stewart, Bella Ramsey, Brett Goldstein and Rhys Darby. TRAILER: https://www.youtube.com/watch?v=pyZI5oM6hWk HOKUM: In this film, a horror writer visits an Irish inn to scatter his parents' ashes, unaware the property is said to be haunted by a witch. It is written/directed by Damian McCarthy stars Adam Scott, Peter Coonan, David Wilmot, Florence Ordesh and Austin Amelio. Hokum premiered to rave reviews at this year’s SXSW Festival and is being release by Neon. It is earning a stellar 97% positive rating on Rotten Tomatoes, which calls it, “A classic haunted house story enriched with atmospheric folklore and perfectly-timed shocks!” TRAILER: https://www.youtube.com/watch?v=EVCIK_MPyhc PLAN: We’ll plan for a 7pm-ish showing of both films and will meet inside the theater lobby about 20 minutes before showtime. If the showtimes work out, we’ll try to get both groups together for a bite before the shows! Complete details and showtime will be confirmed/announced as the date gets closer. Look forward to seeing you there, Dan

Who’s up for a fun night out? Get your boots on, grab your cowboy hat, and let’s have some fun! Thinking about checking out PBR Cowboy Bar & Smokehouse for a lively evening to unwind, connect, and enjoy the night together. • Lively atmosphere with country vibes • Delicious food + drinks • Music, dancing, and lots of laughs • Great conversation and new connections

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

A very unusual choice for his group... Unknown Number: High School Catfish is an American [true crime](https://en.wikipedia.org/wiki/True_crime "True crime") documentary film directed by [Skye Borgman](https://en.wikipedia.org/wiki/Skye_Borgman "Skye Borgman") and released to [streaming](https://en.wikipedia.org/wiki/Streaming_media "Streaming media") on [Netflix](https://en.wikipedia.org/wiki/Netflix "Netflix") on August 29, 2025. The documentary explores the events and investigation into an unknown person [cyberbully](https://en.wikipedia.org/wiki/Cyberbullying "Cyberbullying") and [harassing](https://en.wikipedia.org/wiki/Harassment "Harassment") teenagers in [Beal City, Michigan](https://en.wikipedia.org/wiki/Beal_City,_Michigan "Beal City, Michigan") using an unknown number via insults and sexual claims. It also explores the increasingly great impact of the harassment on the community, the eventual reveal of the culprit, and the trial that followed. IMPORTANT INFO: I strongly suggest not reading anything about it online before seeing it. It's best viewed with no previous knowledge. This documentary contains crude terminology and deals with cyberbullying, which may be a trigger for some folks. PLEASE NOTE - WE ARE STARTING AT 6:30, WHICH IS THIRTY MINUTES EARLIER THAN USUAL. Unfortunately, it is only available on Netflix. If you would like to attend but do not have Netflix, say so and maybe we can figure something out.

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