Product Design

**Registration Instructions** **NOTE:** Meetup RSVPs are closed - to attend, you must register on the [Luma event page.](https://luma.com/3t3zfu21) **Agenda** 6:00-6:30 PM Arrivals and Networking 6:30-7:00 PM Tech Talk #1 7:00-7:30 PM Tech Talk #2 7:30-8:30 PM Networking & Wrap-up 8:30 PM Tear-down and Departures ​**Talk #1** Jonathan Watson, Bosun AI Strategies *\- A Thoughtful Perspective on the AI Boom: Misallocation Rather Than Bubble* A recent macro analysis offers a measured view on the massive investments flowing into artificial intelligence. While acknowledging the genuine progress—strong revenues, rapid growth, and real demand—it suggests we may be witnessing not a classic speculative bubble, but a significant misallocation of capital that could limit AI's full potential. ​Drawing from economics, physics, and observations of enterprise adoption, the piece highlights four structural challenges in the current approach to building AI infrastructure. These issues, if unaddressed, might temper some of the current optimism. ​For those following AI's development, this perspective is shared in the spirit of constructive discussion. It may prompt useful questions about the path ahead and encourage a balanced view of the opportunities emerging in this fast-evolving field. **Talk #2,** John Wilder, Assistant Teaching Professor and Academic Lead of Applied AI MPS Assistant Teaching Professor at Northeastern University - *Comparing human and artificial neural networks* ​In machine learning, a common way to measure differences is to find the difference between two vectors (L1 or L2 distance) or the angle between two vectors (cosine similarity). How can we compare systems that represent the same information in a different way? For example, when there is no feature correspondence between two vectors or even with the vectors are vastly different sizes, can we determine if they are representing information in a functionally similar way? I will present how I compared the human visual system to an artificial vision system, specifically a convolutional neural network (CNN). ​ Both the human visual system and CNN process visual input in stages. The goal of this work is to compare the stages of the different systems to one another, but there is no correspondence in the representations of the different stages or the different systems. For example, there are 125 million neurons in the retina alone, while VGG16 has 138 million neurons total. I will demonstrate how to use representational similarity analysis to allow for a comparison of these different representations. While I use this technique to compare the human brain to an artificial neural network, they are broadly applicable to comparing representations from any systems, such as different architectures of artificial neural networks. **About the Speakers** ​[Jonathan M. Watson](https://www.linkedin.com/in/watsonjon/) is a strategist and futurist focused on macro-economics, distributed systems, and infrastructure investment. His work examines how physical constraints—especially latency, energy, and scale—shape which technologies succeed and which capital cycles misfire. ​Drawing on a background in global media systems and technology strategy, Watson studies the growing mismatch between hyperscaler investment models and the real requirements of edge and real-time compute. He writes and researches independently, sharing frameworks and lessons learned rather than predictions, with a perspective shaped as much by setbacks as by success. ​[Dr. John Wilder](https://www.linkedin.com/in/john-wilder-309809207/) is the faculty lead for the applied AI program and an assistant teaching professor for the analytics program at College of Professional Studies at Northeastern University. He previously served as a lecturer for Northeastern’s Khoury College of Computer Science. John has a history of working on interdisciplinary research in Cognitive Science, Neuroscience, and Computer Vision. His previous positions include a research associate at the University of Toronto and a postdoctoral fellow at the Centre for Vision Research at York University. John earned a PhD in Cognitive Psychology and an MS in Computer Science from Rutgers University. Outside of academia, he has worked as an independent developer of virtual reality software for optometrists. Other interests include board games, canoeing, camping, and reading. **Many thanks to our supporters and sponsors!** We'd also like to acknowledge our venue partners, [Northeastern University](https://toronto.northeastern.edu/), for generously providing their amazing space for the event and [PRAKTIKAI ](https://www.praktikai.com/)for making the event happen. ​​**Speak or Support MLTO!** We are always looking for new speakers and sponsors to share their knowledge and help build the AI community in the GTA! If you are interested please get in touch directly or apply via one of the links below: \- Speaker Application Form: [mlto.ca/speak](http://mlto.ca/speak) \- Sponsor Inquiry Form: [mlto.ca/sponsor](http://mlto.ca/sponsor) \- Volunteer Application Form: [mlto.ca/volunteer](http://mlto.ca/volunteer)

**\#\#\# Thinking of Buying or Starting a Business?** Want to buy an **existing business** or start one—but unsure about 💰 financing, 🏦 mortgages, or the buying process? Join this **casual, no-pressure meetup** where we’ll: * Walk through **real businesses currently for sale** * Discuss **how financing & mortgages work for business buyers** * Break down the **step-by-step buying process** * Answer real questions (no sales pitch) Perfect for: ✔️ First-time business buyers ✔️ Entrepreneurs & investors ✔️ Anyone exploring business ownership in Canada LOCATION: Yonge Sheppard Centre- Second Cup in FOOD COURT - GROUND FLOOR Questions? **Sami: +1-647-581-6588**

This **SR&ED general information webinar** will provide an overview of the program. We will guide you through the eligibility criteria, qualifying expenditures, and the free tools and services offered by the CRA. * Jan 20, 2025, 1 pm to 3 pm ET – English session I would suggest if you own a business and want to receive government funding for your project, thinking of starting a business to learn how you can form your business for maximum benefit, or wish to provide grant writing services to your clients. There is no charge to attend. Registration is required, as space is limited. To register: https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/sred-webinars.html If you are a member of LeaderSHIFT, you will receive a detailed package with samples and a detailed guide at no cost. Click on attend. Some tools to help members: * [Pre-claim consultations](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/pre-claim-consultation.html?utm_content=2025-05-13_0193&utm_term=SSV) that allow eligible claimants to work with an SR&ED specialist to determine if their project contains SR&ED work before they submit a claim; * The [SR&ED outreach program](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/sred-outreach.html?utm_content=2025-05-13_0195&utm_term=SSV), which offers targeted sector-specific presentations and one-on-one presentations to businesses, in addition to hosting general information webinars. We also provide accessible digital resources to help businesses determine their eligibility, calculate expenditures and prepare their claim. These tools include: * The [Self-Assessment and Learning Tool](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/self-assessment-learning-tool.html?utm_content=2025-05-13_0197&utm_term=SSV), which helps claimants find out if their work is likely to qualify for SR&ED tax incentives and estimate their potential claim amount in about 30 minutes or less; * The SR&ED Client Portal, available within [My Business Account](https://www.canada.ca/en/revenue-agency/services/e-services/digital-services-businesses/business-account.html?utm_content=2025-05-13_0199&utm_term=SSV), which is a secure, one-stop workspace designed to support claimants throughout the claim process. ## Learn about the program * Register for an upcoming [SR&ED webinar](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/sred-webinars.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0248) on Sept 16, 2025 (English session) * [Contact us](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/contact-sred.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0258) to book a tailored one-on-one outreach session * Refer to our [annual program statistics](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/annual-program-statistics.html) web page for updated 2024 to 2025 program information * Visit our [multimedia gallery](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/multimedia-gallery.html) for infographics, videos, and a podcast feature ## Find out if your work may be eligible * Refer to our eligibility of work [guidelines](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-policies-guidelines/guidelines-eligibility-work-sred-tax-incentives.html) * Use our quick and easy [Self-Assessment and Learning Tool](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/self-assessment-learning-tool.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0254) * Request a [pre-claim consultation](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/pre-claim-consultation.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0256) for a project that is either in-progress or completed ## Prepare your claim * Follow our [step-by-step guide](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-claim.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0260): how to prepare your claim * Use the [SR&ED Client Portal](https://www.canada.ca/en/revenue-agency/services/e-services/cra-login-services.html) within My Business Account to start building your claim * [Contact us](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/contact-sred.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0258) to speak to an SR&ED specialist

Come play the world's most popular TCG (Trading Card Game) in a relaxed, friendly environment! We'll be hosting bi-weekly casual Magic nights, specifically geared towards beginners and casual players for the commander format. This program will evolve as our community does, and we are so excited to be hosting! You can RSVP on meet up or prepay to secure your spot here; https://lvlupgames.ca/products/totally-casual-tuesday-bi-weekly-tuesdays-5pm-9pm

### Event Details: * **When:** Every **Tuesday** from **6:00 PM – 8:00 PM** (2 Hours) * **Where:** Pickleplex Promenade (Address details on the club website) * **Who:** This group is for **High-Beginners who can play games** up to **Intermediate** players. ### 💰 Cost & Payment: The total court fee for 2 hours is **$100.00**, which will be divided equally among 6 confirmed players. * **Your Cost:** Approximately **$16.66 CAD + tax** per person. * **Payment:** After the 6 spots are confirmed one week prior to the event, please send your fee via **eTransfer** to: **playtogether.ca@gmail.com**. ### ☑️ How to Join: 1. **Club Membership Required:** You must be a member of the facility: Free membership doesn't require monthly payments**PickleplexClub.ca/promenade**. 2. **Minimum Attendance:** A minimum of **6 players must be confirmed** one week before the scheduled Tuesday evening to proceed with the booking. ## Policy & Cancellation * **Payment Deadline:** The event requires **full court payment from all 6 players one week in advance.** * **Cancellation:** If the minimum of 6 players is not confirmed and paid one week prior, the event will be **cancelled**, and all funds will be **refunded via eTransfer.** * **No Personal Refunds:** **No refunds will be issued for individual participant cancellations** once payment is made and the event is confirmed. ### Other Notes: * **No Lesson:** This event **does not include a lesson.** It is an organized court time for play. * **For Frequent Play:** If you wish to play more than twice a week, we encourage you to become a **paid club member.**

**A new format: you choose who you're interested in meeting** This meetup is about getting to know new people and sharing the experience in a small group (4-6 people). *We use the LYTT platform to handle group size and balance - so you're not just hoping someone interesting shows up.* To apply you will need to create an account at [lytt.me](https://lytt.me/meetup/brains-and-barstools) \- it's free\. **The event: Award-Winning Professors in a Bar** Every week, Brains and Barstools brings university professors and researchers into Toronto's best bars for one-night-only talks. Topics range across sciences and humanities - always intimate, always sold out. 45-minute lectures by award-winning professors. In a bar. Each talk transforms your local pub into an intellectual playground. Q&A gets lively - drinks help. Your LYTT crew arrives early to grab drinks and warm up, then settles in for the talk together. Post-lecture discussions hit different when you've got people who actually want to debate the ideas. The whole experience runs about 2.5 hours. **The group: LYTT platform** LYTT forms small groups for events and activities you pick. 1\. Click 'Attend' here on Meetup\, then head to [lytt.me](https://lytt.me/meetup/brains-and-barstools) to create a quick profile (photo, a few interests, short bio) 2\. Browse others who applied and select who you'd want to meet 3\. We form groups where the interest is mutual 4\. You get notified when your group is confirmed \- payment happens then 5\. Show up knowing your crew already picked you \- *but no one knows who picked who*, to keep mystery and low pressure Applying doesn't guarantee a spot - but we may form multiple groups or invite you to similar events with other crews. **What's included:** \- Reserved table for your group \- 45\-minute lecture from award\-winning professor \- Q&A session with the speaker \- Extended socializing time before and after the talk **Details:** **Cost:** $55 CAD (pay after your group is confirmed). Early bird tickets sometimes available for $33. Drinks and food separate. **Group size:** 4-6 people **Date:** TBD - Weekday in January **Time:** 5:30pm - 8:00pm **Location:** Downtown Toronto bar (venue announced before each event) **Who this is for:** \- 27\-40ish\, give or take \- People who love getting nerdy \- Those who want intellectual stimulation with their drinks \- Looking for friends\, dates\, or just better ways to spend a weeknight **Questions?** hey@lytt.me **Proceed to register here:** [https://lytt.me/meetup/brains-and-barstools](https://lytt.me/meetup/brains-and-barstools)

Hey lovely ladies! Ready for a fun, girly coffee date — Rang & Raunak style? 🌸 Come join us to: • Introduce yourself (name, hobbies, hidden talents — yes, we do want to know!) • Share fun stories, favorite music, movies, or guilty pleasures • Enjoy some casual gup shup and laughs • Brainstorm ideas for our future events: dance nights, potlucks, talent shows, chai sessions, trail walks, and more! ☕ Coffee is on you — sadly, we don’t have a magic chai fairy (yet 😄). 📍 Location: Nonni cafe - 430 King street west , Toronto, Ontario M5V1K3 🌟 Heads-up: If fewer than 10 ladies RSVP, we might reschedule or turn it into a virtual coffee & chat — because coffee is always better with company ☕😄 No registration fee, no pressure, no judgment. If you just want to sip your coffee and listen, that’s totally fine — introverts are welcome too! Come for the coffee, stay for the inside jokes, gossip, and new friends. P.S. Spilling your coffee is totally allowed — it’s basically an icebreaker 😜 Warm Regards Namrata and Sanaa 💕🌸🙏🏻

**[CTRL+SHIFT & NovaForge AI Venture lab present Creative Strategy and Product Systems](https://www.eventbrite.ca/e/emerging-entrepreneurs-presented-by-novaforge-ctrlshift-jan-21-registration-1979168303674?aff=oddtdtcreator)** [​](https://www.eventbrite.ca/e/emerging-entrepreneurs-presented-by-novaforge-ctrlshift-jan-21-registration-1979168303674?aff=oddtdtcreator)**[Building Smarter in the New Year](https://www.eventbrite.ca/e/emerging-entrepreneurs-presented-by-novaforge-ctrlshift-jan-21-registration-1979168303674?aff=oddtdtcreator)** A practical, future-focused evening on how to work *with* AI to grow professionally, build stronger products, and move your ideas forward in 2026. Event registration: [Eventbrite](https://www.eventbrite.ca/e/emerging-entrepreneurs-presented-by-novaforge-ctrlshift-jan-21-registration-1979168303674?aff=oddtdtcreator) Rather than announcements or polished demos, we will explore what’s underneath: the signals people are reacting to, the constraints shaping their decisions, and the stories that rarely make it into public narratives. It’s a space for founders, artists, operators, and technologists to speak candidly about what’s actually shifting in their work, and why it matters now. ​**What to expect:** * ​Insightful talks on **Creative Strategy and Product Systems** * Stories with founders and makers * Short demos: Local AI rapid product spotlights * Networking with builders, creatives, and innovators Event Perks: * Complimentary professional headshots provided to attendees by Monochroam * Draw from NovaForge for ‘free innovation perks’

***Tickets Must be purchased in advance!*** [https://www.eventbrite.ca/e/toronto-real-estate-architecture-interior-designers-construction-ne-tickets-1980139687108?aff=meetup](https://www.eventbrite.ca/e/toronto-real-estate-architecture-interior-designers-construction-ne-tickets-1980139687108?aff=meetup) Stellar Socials by Limitless: Elite Networking for Toronto Real Estate, Architecture, Interior Designers & Construction NE Join us for an exclusive evening designed to connect ambitious professionals in law, real estate, and construction. This event is your opportunity to build valuable relationships, discover new opportunities, and take your career or business to the next level. Whether you’re seeking partnerships, fresh career insights, or simply looking to expand your professional circle, this is the perfect space to **network, collaborate, and exchange ideas**. ### ***About Stellar Socials by Limitless*** Stellar Socials is the **premier networking experience** for professionals across North America. We bring together lawyers, real estate leaders, construction innovators, entrepreneurs, and investors in a **stylish, dynamic, and welcoming environment**. Our mission is simple: foster **authentic connections** that spark collaboration, innovation, and growth. ### ***Who Attends?*** Expect a diverse mix of driven professionals, including: * **Legal Experts** – Attorneys, paralegals, and consultants in real estate, construction, and business law * **Real Estate Professionals** – Agents, brokers, developers, investors, and builders * **Construction Leaders** – Architects, engineers, contractors, and project managers * **Entrepreneurs & Investors** – Business owners and firms seeking partnerships * **Graduates & Job Seekers** – Ambitious professionals looking to break into the industry * **Startups & Innovators** – Companies seeking investors, talent, and collaborations * **Media & Marketing Experts** – Creators and journalists covering industry trends 📍 **Age Group:** 21–55 \| **Venue:** 21+ (Bar setting) ### ***What to Expect*** ✨ High-impact conversations on legal trends, real estate opportunities, and urban development ✨ Direct access to industry leaders and like-minded peers ✨ Career-boosting insights and potential collaborations ✨ A relaxed and open social atmosphere—perfect for organic connections Whether you attend solo or with friends, you’ll leave with **new contacts, fresh insights, and future opportunities**. ### ***The Stellar Socials Experience:*** Our events are curated to encourage **natural, pressure-free conversations**. With a focus on relationship-building, you’ll connect with professionals who can inspire your next move—professionally and personally. Come ready to meet, collaborate, and grow. ### ***Join the Community*** 📲 Instagram: [@stellarsocialsbylimitless](https://www.instagram.com/stellarsocialsbylimitless "https://www.instagram.com/stellarsocialsbylimitless") 📘 Facebook: Stellar Socials by Limitless 🎥 TikTok: [@stellar.socials]() ### Notice of Photography: *Please note: Photos and videos will be taken for promotional purposes. By attending, you consent to being photographed and/or filmed. If you prefer not to appear, kindly inform an event organizer upon arrival.*

Join us on Wednesday, January 21st, 2026, at 6:30 PM for a session presented by **Julian Egelstaff** on implementing a full MCP server into a LAMP stack web application. **Event Details:** * Location: CSI Spadina - 192 Spadina Ave., Toronto, ON M5T 2C2. Viola Desmond room on the 3rd floor * Date and Time: January 21, 2026, 6:30 PM - 8:30 PM * Topic: Lessons from Implementing MCP in Formulize. **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:** This session will be a retrospective and demo of how a full MCP server was added to Formulize ([https://formulize.org](https://formulize.org)). Formulize is 20+ year old open source project, and a web-based data management platform that both technical and non-technical people can use to rapidly create data-driven applications, and rapidly change them as requirements and needs evolve. Formulize is uniquely suited to AI, since all the business logic of every application is exposed through configuration which the AI can read via MCP tools. *In this session we’ll look at:* * The architectural requirements that MCP imposed * The lessons learned in getting it working * How to play nice with the AI for best results * Future ideas for how MCP and AI could be even more integrated into people’s workflows **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 paid event ($5 general admission, free for students & job seekers) with limited tickets - you must [RSVP on Luma](https://luma.com/zd29ibx6) to secure your spot.*** ​***Adversarial robustness remains a key concern in AI safety, with many interventions focusing on mitigating models’ capabilities to assist in harmful or criminal tasks. But how do LLMs behave in sociopolitical contexts, especially when faced with ambiguity?*** [​Punya Syon Pandey](https://www.linkedin.com/in/punya-syon-pandey-548532218/) will discuss research on accidental vulnerabilities induced by fine-tuning, and introduce new methods to measure sociopolitical robustness, highlighting broader implications for safe societal integration. ​**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).

**Toronto VRC 98** Join us for a fun meet & mingle, where members of the XR community can connect, share ideas, and network with like-minded creators. It’s the perfect opportunity to relax, chat, and make new connections in the VR/AR space! ––––––––––––––––––––––––––– **SCHEDULE** 07:00 --- Social & Networking Event Start **LOCATION** TacoTaco Restaurant ( in the front this time ) (Downtown / Kensington Market) 319 Augusta Ave · Toronto, ON ––––––––––––––––––––––––––– Join the our Discord server and connect to the local XR community! [Toronto VRC - DISCORD SERVER - Network & Share XR Projects, News, Jobs and more!](https://discord.gg/X6cVxWq) ––––––––––––––––––––––––––– **Featured Sponsor** Spot available - let's partner! **Supporting Sponsors** AMD LuckyVR VR Playin Dark Slope Globacore1

AI companions have become increasingly popular. A recent study estimates that around 70% of teens in the US has tried an AI companions in the past year. But is their impact on our lives overall positive? Can they provide true friendship or fulfill any of our social needs? With their popularity on the rise, what are the social and political implications they carry? Come discuss these and other questions with us at the Centre for Ethics. Registration is free and everyone is welcome! Speakers Yiran Hua, Michael Inzlicht and Paul Bloom will discuss ethical questions surrounding AI companions. **About the Speakers:** [Paul Bloom](https://www.psych.utoronto.ca/people/directories/all-faculty/paul-bloom), Professor, Department of Psychology, University of Toronto * Paul Bloom studies how children and adults make sense of the world, with special focus on pleasure, morality, religion, fiction, and art. He has won numerous awards for his research and teaching. He is past-president of the *Society for Philosophy and Psychology*, and co-editor of *Behavioral and Brain Sciences*. He has written for scientific journals such as *Nature* and *Science*, and for popular outlets such as *The New York Times*, *The Guardian*, *The New Yorker*, and *The Atlantic Monthly*. He is the author of seven books, including his latest *Psych: The Story of the Human Mind*. [Yiran Hua](https://sites.google.com/view/uoftc4e/people), Post-Doctoral Fellow, Department of Philosophy, Centre for Ethics, University of Toronto * Yiran works on ethics and aesthetics. Before coming to Toronto, she was a postdoctoral fellow at the University of Notre Dame’s Institute for Ethics and the Common Good. She received her doctorate from Brown University, and her BA from UNC-Chapel Hill. When doing philosophy, Yiran thinks about intimacy, love and beauty, and social/political relationships. She also has research interests in tech ethics, feminist philosophy, and Chinese philosophy. When not doing philosophy, Yiran is a creative writer. [Michael Inzlicht](https://utsc.utoronto.ca/psych/person/michael-inzlicht), Professor, Department of Psychology, University of Toronto * Professor Inzlicht uses methods borrowed from social psychology, cognitive science, and neuroscience to understand the nature of the mental effort we use to reach our goals and the nature of leisure activities we do for fun. His research includes projects on self-control, motivation, and empathy (work) as well as projects on digital device use, social media, and recreational cannabis use (play). His lab is committed to open and transparent science, which includes publicly posting data and materials, often preregistering studies, and regularly running replication studies. **\* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \*** This is a panel discussion with audience Q&A presented by the University of Toronto's Centre for Ethics that is free to attend and open to the public. Please register in advance [here](https://www.eventbrite.ca/e/ai-companion-event-tickets-1978161502304) to attend. About the Centre for Ethics (http://ethics.utoronto.ca): The Centre for Ethics is an interdisciplinary centre aimed at advancing research and teaching in the field of ethics, broadly defined. The Centre seeks to bring together the theoretical and practical knowledge of diverse scholars, students, public servants and social leaders in order to increase understanding of the ethical dimensions of individual, social, and political life. In pursuit of its interdisciplinary mission, the Centre fosters lines of inquiry such as (1) foundations of ethics, which encompasses the history of ethics and core concepts in the philosophical study of ethics; (2) ethics in action, which relates theory to practice in key domains of social life, including bioethics, business ethics, and ethics in the public sphere; and (3) ethics in translation, which draws upon the rich multiculturalism of the City of Toronto and addresses the ethics of multicultural societies, ethical discourse across religious and cultural boundaries, and the ethics of international society. The Ethics of A.I. Lab at the Centre For Ethics recently appeared on a list of 10 organizations leading the way in ethical A.I.: https://ocean.sagepub.com/blog/10-organizations-leading-the-way-in-ethical-ai

**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 **Abstract** GitHub Copilot is rapidly changing how developers write, understand, and maintain code. Powered by generative AI and deeply integrated into modern development environments, Copilot acts as an intelligent coding assistant, helping developers move faster while maintaining quality and focus. In this session, we’ll explore what GitHub Copilot is, how it works, and where it fits into a real-world developer workflow. We’ll break down what Copilot can (and cannot) do, where it can be used, and how licensing differs for individuals and organizations. Most importantly, this talk goes beyond theory with a live, hands-on demo showcasing Copilot inside the IDE and on GitHub, demonstrating how it can assist with code generation, refactoring, learning new APIs, and accelerating day-to-day development tasks. Designed for developers, technical leads, and engineering managers, this session provides a practical introduction to AI-assisted development, highlights best practices for getting value from Copilot, and closes with guidance on how to continue learning and evolving alongside this rapidly advancing tool. Attendees will leave with a clear understanding of how GitHub Copilot can enhance productivity, improve developer experience, and fit into modern software teams today, not someday. **YouTube Link** TBA

Let’s meetup at Cafe Istanbul for the last day of Restaurant Week. You get three courses for $30. This is the menu: https://614now.com/rw-menu/cafeistanbul-easton

**Web Design Decoded: Tools, Practices, and Proven Processes:** **Semantic HTML** At WebDev Columbus, we are exploring some of the most important topics of professional high-end web design and page building. Primarily focused on site building in the WordPress environment, our group explores tools, tips, and techniques for building the best WordPress sites possible. Additionally, we focus on disciplines and technologies that take website design from visually appealing to optimized spaces for delivering you and/or your client's message effectively and with a nod towards extended reach. Each session combines practical demonstrations with real-world insights, giving you actionable knowledge you can apply immediately. Whether you're a seasoned developer looking to enhance your design skills or a newcomer wanting to understand design best practices, this series offers valuable insights for every skill level. **What to expect:** * Hands-on demonstrations of popular design tools * Best practices for design-to-development workflows * Tips for creating responsive, accessible designs * Real-world problem-solving scenarios * Interactive Q&A sessions * Networking opportunities with fellow developers **Each meetup features:** 60 minutes of focused presentation 30 minutes of live demonstrations 30 minutes for questions and discussion **See you there!** Our casual, collaborative environment encourages learning from both presenters and fellow attendees. Bring your questions, share your experiences, and connect with Central Ohio's web development community! **Stay tuned for specific session topics and dates.**

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. Topic TBD! 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 Columbus Library - Northern Lights Branch in the Meeting Room 1C.

2026 may be the last year many developers write code by hand. We need coding agents to solve complex problems in production codebases, but vibe coding alone won’t get us there. Vibe coding is all gas, no brakes. It burns up the context window until the agent slips on its own slop. You can go fast at first, but the more you stuff into the context window, the more tangled its outputs get. While the industry is rapidly increasing code generation speed, we still have to understand, review, merge, and maintain what gets shipped. This talk featuring Michael Geiger will outline how coding agents (Claude Code + Gas Town) work and a framework for orchestrating them to solve complicated problems in complex codebases. It’s about steering the model: doing the research to align intent, planning the approach up front, implementing in parallel steps, and breaking early. Human judgment still matters, but it should be spent on high-leverage decisions: what to build, what to forbid, and “what is quality?”, not cleaning up slop. Attendees will leave with a checklist to identify workflow and environment gaps that hold agents back, so you and your team can ship higher-quality software starting tomorrow.

**Course Overview:** For project management professionals, the PMP certification is a widely accepted credential. It attests to their proficiency in project management and leadership. Obtaining PMP certification indicates proficiency in project management techniques and a dedication to best practices. It raises earning potential, creates new chances, and improves career prospects. The Project Management Institute (PMI) administers the PMP certification, which necessitates passing a demanding exam, proving experience, and fulfilling professional development criteria. **Training Overview:** This in-depth PMP® course is carefully crafted to provide professionals with the information, tools, and techniques needed to lead projects in a wide range of industries. Updated according to the most recent PMBOK® Guide and PMI standards, the course addresses fundamental project management areas such as initiating, planning, executing, monitoring, controlling, and closing a project. Attendees will receive hands-on practice through live case studies, interactive training, and exam techniques so that they are well-equipped to take the PMP certification exam. The training is also in compliance with the PMI 35 contact hour requirement and is conducted by certified trainers with real-world industry experience. [https://www.icertglobal.com/course/pmp-certification-training/Classroom/5/3644](https://www.icertglobal.com/course/pmp-certification-training/Classroom/5/3644) Take your career to the next level with our **intensive PMP® Bootcamp**, designed to help you lead projects with confidence and earn your PMP credential quickly and efficiently. · Hands-on training in project planning, execution, monitoring & closure · In-depth understanding of PMI frameworks and the PMBOK® Guide **·** Proven strategies to **clear the PMP exam on your first try** · Guidance from expert trainers with 15+ years of industry experience **Key Features of PMP Certification** · **4 Days In-Person Training:** Intensive classroom sessions with expert-led instruction, hands-on activities, and full PMP® exam coverage. · **PMBOK® Guide 7th Edition-Based Training:** Aligned with the latest PMI standards, focusing on principles, performance domains, and real-world project applications. · **90 Days of E-Learning Access:** Get unlimited access to recorded sessions, study materials, and practice exams for 90 days to reinforce your learning at your own pace. · **PMI Application Assistance:** Get step-by-step guidance to complete and submit your PMP® exam application accurately and confidently. · **35 Hours of Classroom and Online Instructor-Led Live Training:** Comprehensive, real-time training delivered by certified instructors in both in-person and virtual formats. · **Approved Course Materials:** Study with PMI-authorized and industry-recognized materials aligned with the latest PMP® exam content outline. · **Money-Back Guarantee:** Enroll with confidence—get a refund if you don’t pass the PMP® exam under our specified terms and conditions. · **Exam-Based Mock Tests:** Practice with full-length, PMP®-style mock exams designed to simulate the real test environment and boost your confidence. **Benefits of PMP Certification:** · **Global Recognition:** PMP is a universally respected credential recognized across industries worldwide. · **Higher Salary Potential:** PMP-certified professionals earn up to 20% more than non-certified peers. · **Career Advancement:** Opens doors to leadership roles and high-impact project opportunities. · **Validated Skills:** Proves your ability to manage projects efficiently using industry-standard best practices. · **Stronger Networking:** Connect with a global community of project managers and PMI members. **What will you learn?** * **Project Management Frameworks:** Understand PMI’s approach and the PMBOK® Guide (7th Edition) * **Project Lifecycle & Processes:** Master initiating, planning, executing, monitoring, and closing phases * **Agile & Hybrid Methodologies:** Apply adaptive project practices used in modern industries * **Team Leadership & Communication**: Learn stakeholder engagement, team dynamics, and conflict resolution * **Risk, Time & Cost Management:** Effectively manage project constraints and ensure delivery success * **PMP® Exam Strategy:** Gain test-taking techniques, practice with mock exams, and get exam-ready tips **Our Pass Guarantee: Your Success is Our Priority:** We’re committed to your success—our training, tools, and support are designed to help you pass the PMP® exam with confidence. **Why Choose Our Program? Learn from Industry Leaders. Succeed with Confidence.** · Led by certified experts with 15+ years of experience · PMI-authorized training aligned with the latest PMBOK® Guide · Proven track record of high first-attempt pass rates · Practical case studies and real-world project insights · Dedicated support from registration to certification However, basic understanding and knowledge about quality aspect and quality control will prove to be useful. Other course you might be interested: CAPM \| PMP \|LSSGB \| LSSBB \| LSSGB & LSSBB \| ITIL \| CBAP \| PMI\-ACP \| Big Data \| DevOps \| Data Science \| CSM If you are interested, please let me know so that I can send you special discounted price along with the customized registration link which will help you to enroll it easily. **Other Training Courses:** CAPM \| LSSGB \| LSSBB \| LSSGB&LSSBB\| CSM \| PMI\-ACP \| CCBA \| CEH \| DevOps If you have any more queries regarding PMP training and certification write an email to : [alex.wood@icertglobal.org](mailto:alex.wood@icertglobal.org) [https://www.icertglobal.com/](https://www.icertglobal.com/) Email: [alex.wood@icertglobal.org](http://alex.wood@icertglobal.org/) Phone: 713-287-1187

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group × DevOps Columbus** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS, Columbus HashiCorp User Group, and DevOps Columbus meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/