Cognitive Computing

Everyone is shipping "AI-powered" security. Almost no one is honest about where it works and where it guesses. This month, two DC416 organizers run the same fight from opposite corners. The Thursday talk frames it. The Friday workshop puts it in your hands. THE TALK Amir Hosseinpour covers offense. A year of pointing AI at real production code, plus everything DC416 has tried as a community. Where it actually finds bugs, where it just burns tokens and lies to you about it, and the scaffolding that gets any frontier model behaving the same way regardless of vendor. Cost numbers. The kind that make you reconsider whether that last scan was worth it. And an honest answer to when you should put the LLM down and read the code yourself. KC Udonsi covers defense. Most blue-team tooling was built assuming a human reads every alert. AI breaks that assumption in ways that are not obvious until something goes wrong. KC built his own AI-native breach detector and is running it live, in the room, against real attack data from a Wizard Spider emulation. Not a vendor demo. His own code, real data, in front of the audience. THE SPEAKERS Amir Hosseinpour — DC416 Co-Organizer Drives DC416's offensive AI experiments. Spends his weeks pointing frontier models at real production code, real CVEs, and real bug bounty surface, and writing down what actually moves the needle versus what just burns money. KC Udonsi — DC416 Co-Organizer CISSP. University of Toronto Computer Science. Co-creator of OpenSecurityTraining2's Vulnerabilities 1001 class. Inventor on a TD Bank patent for continuous verification and response platforms. Current focus: AI-native application security and where automation earns its keep on defense. DETAILS Date: Thursday, May 21, 2026 Doors open: 6:15 PM Talk starts: 6:45 PM Location: downtown Toronto, hosted by Stan **Cost: Free RSVP Here: https://events.defcontoronto.ca** WORKSHOP FOLLOW-UP Friday, May 22 — hands-on workshop, 10 AM to 3 PM, hosted by Palo Alto Networks downtown Toronto. Five hours, three mentors (Amir, KC, and Jeet). Build a red-teaming agent from scratch in the offense half, then flip sides and build the core of an AI-native breach detector in the defense half. Bring a laptop. AI access is provided. Only 50 spots available. **Cost: Free RSVP Here: https://events.defcontoronto.ca** SPONSORS Huge thank you to Stan, Palo Alto Networks, and White Tuque for making this possible.

**This is a ticketed event. Please register at [this link](https://luma.com/9cs5o16b).** ​Rubi will cover two topics at the intersection of prediction-making AI and AI alignment: 1. ​How to align prediction making AI 2. ​How to use predictions in the alignment of general agents ​This talk will discuss problems in using AI for predictions and how we might solve them, along with the implications for aligning powerful AI systems. ​​​**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).

Eventbrite Link: **[https://www.eventbrite.ca/e/448735799857?aff=oddtdtcreator](https://www.eventbrite.ca/e/448735799857?aff=oddtdtcreator)** **Indulge in Wednesday wonders! Toronto's comedy sensation unfolds at 8 PM. Unwind with laughter in the heart of the week.** Step into a world of Wednesday wonders at 8 PM! Backroom Comedy Club invites you to a midweek escape filled with uproarious laughter and top-tier stand-up comedy. Join Toronto's finest comedians for an unforgettable evening of entertainment. Reserve your seat now and make your Wednesday delightful with humor, wit, and the best of the city's comedy scene!

Authoritarian contexts — e.g. regimes, movements, and personalities — are ubiquitous throughout human history, and can be found across our world today. Analytic political philosophy has tended to shy away from such contexts through idealising the conditions for theoretical research and delineating clearly the scopes for envisioned praxis and efficacy. Even where such contexts feature in analytic political theories, they are either portrayed as definitively and unequivocally defective, or as 'objects' with which democratic societies must engage. This talk posits that such methodological presumptions are fundamentally problematic: not only do they overlook the substantial richness, diversity, and agency of life in authoritarian contexts, they also fail to shed light on how political change - whether it be in the direction of greater political legitimacy or justice - can and should come about in authoritarian contexts. This talk draws upon Dr. Wong's two recently published works — Reparative Justice in Authoritarian States (Routledge, 2025) and "Living the liberal life in illiberal contexts: the case for realist pluralist liberalism", Inquiry (2026). About the Speaker: [Brian Wong](https://www.asiaglobalinstitute.hku.hk/about/people/brian-wong) is an Assistant Professor in Philosophy at Hong Kong University. He is a political theorist and geopolitical strategist whose research examines authoritarian regimes and citizens’ political and moral responsibilities, colonial and historical injustices, and the interaction between domestic politics and foreign policy of states in East Asia, especially China. Brian has taught modules in politics to undergraduate students at Oxford and Stanford Universities, and has delivered keynote speeches across Harvard-Science Po, Carnegie-Tsinghua, Tsinghua, Tufts, and Stanford campuses. Brian is a Hong Kong Rhodes Scholar (2020) and obtained his DPhil in Politics at Oxford University. He holds an MPhil in Political Theory (Distinction) and an MA in Philosophy, Politics, and Economics (First Class) from Oxford. He co-founded and advises Oxford Political Review, a publication aspiring to bridge the theory-practice gap. **\* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \*** This is a talk with audience Q&A presented by the University of Toronto's Centre for Ethics that is free to attend and open to the public. Unfortunately this talk will not be streamed online as usual. 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

Eventbrite Link: **[https://www.eventbrite.ca/e/769799319487?aff=oddtdtcreator](https://www.eventbrite.ca/e/769799319487?aff=oddtdtcreator)** **Midweek Laughs Unleashed! Join us every Wednesday at 10 PM for the hottest stand-up comedy in Toronto. Don't miss the fun!** Unleash midweek euphoria! Dive into the heart of Toronto's vibrant comedy scene every Wednesday at 10 PM. Immerse yourself in an evening of uproarious laughter, spotlighting the city's top comedic talents. Backroom Comedy Club sets the stage for an unforgettable midweek escapade. Secure your spot now and be part of the laughter revolution!

Python Toronto is back! Join us for our May meetup at the **Thomson Reuters office at 19 Duncan Street, Toronto, ON M5H 3H1 on Thursday, May 21, 2026 at 6:00pm!** If you are interested in giving a talk, we'd love to have you! Please fill out this form – [Submit a Python Toronto talk](https://docs.google.com/forms/d/e/1FAIpQLSfpNKB0Sbs893xp72M4TxmYGrTyLm4Nh1SSXnCqChP9mx6_9A/viewform?usp=header)! Talks are typically short, typically 5 to 10 minutes, and up to 20 minutes if you've really got something to say, and on any topic that would be interesting to a room of Python people. This can be a Python library that has helped you, a research paper you've enjoyed, or an interesting application of AI. The Python meetup is a casual, community-oriented meetup hosted by companies that use Python in Toronto. Talks are short, informal, and sometimes ad-hoc. Space is limited! Register now to hold your spot. **When / Where** * When: **May 21, 2026, 6:00pm to 8:30pm.** * Where: **Thomson Reuters Office - 19 Duncan Street, Toronto, ON M5H 3H1** Come early to enjoy **snacks** and **drinks** provided. **Code of Conduct** Python Toronto is dedicated to providing a welcoming, harassment-free experience for everyone, regardless of gender, gender identity and expression, age, sexual orientation, disability, physical appearance, body size, race, ethnicity, religion (or lack thereof), or technology choices. We do not tolerate harassment of any form. Sexual language and imagery is not appropriate for this venue, including talks, workshops, parties, Twitter and other online media. Meetup participants violating these rules may be sanctioned or expelled from the meetup (without a refund where applicable) at the discretion of the meetup organizers. Please email elaine@eswong.ca to report any issues.

***Tickets must be purchased in advance!*** 🔗: https://www.eventbrite.ca/e/tech-week-toronto-ai-business-tech-finance-networking-event-tickets-1988794903092 Come join us at Tech week for Toronto AI,Business,Tech & Finance Networking Event to connect with Professionals and entrepreneurs. **Welcome to the Toronto AI, Business, Tech & Finance Networking Event!** Join us for an evening of Toronto Tech Week of dynamic networking, knowledge sharing, and collaboration right in the heart of Toronto. This in-person event will take place at **Oria On King** , a stylish high end venue perfect for connecting with like-minded professionals in the AI,Business, Tech, and Finance industries. Whether you're looking to expand your network, explore new opportunities, or simply engage with fellow enthusiasts, this event is the place to be. Meet and interact with some of the brightest minds in the industry, including entrepreneurs, innovators, and professionals driving the future of Business,Technology and Finance through AI-driven solutions. Don’t miss this chance to expand your horizons and make meaningful connections! **Event Highlights:** * **Networking Opportunities**: Connect with industry leaders, investors, and entrepreneurs shaping the future of AI, technology, and finance. * **Collaboration Opportunities**: Explore new ventures and partnerships in AI and finance technology by engaging with like-minded professionals. * **Cutting-Edge Trends**: Discover the latest advancements in AI technologies and fintech developments, and how they are transforming the finance,tech, and business sector. **Date & Location:** * **When**: Thur, May. 21st, 2025, 7:00 PM- 10PM * **Where**: Oria On King This exclusive event offers a golden opportunity to elevate your journey in technology and finance. Join us for an unforgettable evening of innovation, networking, and exploration. 🚀 #TechFinanceExpo #AIInnovation #NetworkingRevolution #FinTechConnect **Who Should Attend?** * **Professionals**: Expand your network in a vibrant and engaging environment. * **Job Seekers**: Discover new opportunities or connect with future employers. * **Recent Graduates**: Get insights from industry experts and build your professional network. * **Entrepreneurs & CEOs**: Forge new partnerships and exchange insights with other business leaders. * **Investors**: Find promising ventures and startups ready for investment. * **Project Managers & Startups**: Collaborate on new projects or recruit the talent you need. * **Media Professionals**: Connect with industry innovators and influencers. **Stellar Socials Experience:** At **Stellar Socials by Limitless**, we specialize in creating exceptional networking experiences that bring together professionals, entrepreneurs, and industry leaders. Our mission is to inspire collaboration, innovation, and growth by facilitating meaningful connections through curated events that resonate with our diverse audience. This relaxed social gathering encourages organic conversations, allowing attendees to connect without pressure. Whether you're attending solo or with friends, come prepared to meet new people and explore exciting opportunities. With a focus on building valuable relationships, you'll leave with new contacts, fresh insights, and potential collaborations. **Join Our Community:** * **Instagram**: [@stellarsocialsbylimitless](https://www.instagram.com/stellarsocialsbylimitless/) * **Facebook**: [Stellar Socials by Limitless](https://www.facebook.com/people/Stellar-Socials-By-Limitless/61567104153339/) * **TikTok**: [@stellar.socials](https://www.tiktok.com/@stellar.socials?_t=8rruhvs9xN2&_r=1) **Notice of Photography**: *Please note that photos and videos will be taken during the event for promotional purposes. By attending, you consent to being photographed and/or filmed. If you prefer not to appear in media, kindly notify one of the event organizers.*

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: The Pint Public House Nearest Subway: Union Station Map / Directions: https://maps.app.goo.gl/G5GfXDSQXeifJ5ot5 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.

This is the second walk in a new series of small meetups in Toronto — feel free to join, whether this is your first time or you came to the previous one. **If you are on a Waitlist** Please feel free to still join. I have a free meet-up account, which limits me to 10 people sign up. **Meeting Plan** We’ll meet just outside the main entrance of Rosedale Subway Station at street level (I’ll be standing near the exit and easy to spot), and walk & chat through Rosedale onto the ravine trails toward Evergreen Brick Works, finishing with a coffee or a stroll through the farmer's market (happens every Saturday at Brick Works until 1pm). Having done the first event, I might bring a very light structure or conversation prompts for our walk & chat part. The main idea behind these mini-series of walks is to be outdoors, be active, meet new people, and start your weekend on a positive note. **At Brick Works** Once we get to the Brick Works, some people might want to sit down together for a coffee, while others want to stroll around the farmer's market and get some food, and some want to do their own thing. This is very flexible. You might want to bring your own tea/coffee/drink as there are plenty of spaces to sit, sip and enjoy the day. The farmer's market is very nice, but the queues were quite long, and the options are somewhat limited. I might bring my own tea in a thermos this time. **Timing** • Meet: 11:00–11:10am at Rosedale Station (we will start walking at 11.10am) • Walk: \~40 minutes at an easy pace • Coffee or farmer's market: around midday at Brick Works If it rains heavily, I might have to cancel the walk. We can bring umbrellas if it sprinkles lightly and still enjoy the outdoors. If it rains heavily, I will update the invite in the morning of the event. I’ll be there to welcome everyone. Looking forward to meeting you.

FIRST TIME IN TORONTO AND SPACE IS LIMITED! ## Some experiences create a **before and after.** This is one of them. There are workshops. And then there are experiences that truly give you the chance to **reorganize how you see yourself, your work, and the people around you** — that create a genuine fork in the road. TIAMAT is the latter. It has done this for performers, clinicians, seekers, and skeptics across four continents. Now, for the first time, it is coming to Toronto. This is not a weekend of concepts and takeaways. It is a **full-body encounter with a framework** built at the intersection of cognitive science, philosophy, contemplative practice, and embodied performance — designed specifically to transfer. What shifts in the room follows you home. We are in a moment of profound disconnection — from purpose, from one another, from a sense that our lives cohere. Most offerings gesture at this problem. **TIAMAT does something about it.** It gives you a living, rigorous, embodied practice for navigating the world differently — and access to a community of people taking that seriously alongside you. Awaken to Meaning is proud to bring this to Toronto for the first time. **This is a rare opportunity**, and seats are limited. **Two audiences. One experience.** Whether you come as a practitioner or as someone who knows something is missing, TIAMAT meets you there. **Clinicians, Coaches & Therapists:** Sharpen your sense of transference and countertransference in real-time / develop a more robust lens for where clients get stuck - somatically and relationally / expand capacity to track body, affect and relational field simultaneously / deepen self-awareness as your primary clinical instrument / gain a shared language you can bring directly into practice **Seekers, Builders & The Curious:** A framework that bridges cognitive science, philosophy and lived practice / Real agency over how you think, feel and act - through skill, not willpower / Entry into a fellowship taking the meaning crisis seriously / A language for your inner life that holds under pressure / Transformation that doesn't fade by Monday morning ## **TIAMAT has travelled. Now it visits a new place.** ## Before Toronto, TIAMAT has been delivered across **four continents** – to performers, clinicians, researchers, educators, and people who simply knew something was missing. Each cohort has shaped the practice. ## TAIWAN \| JAPAN \| INDONESIA \| FRANCE \| NETHERLANDS \| CZECHIA \| UNITED KINGDOM \| SINGAPORE \| UNITED STATES \(MAY 2026\) **Schedule** \- Friday\, May 22nd \- 6pm to 10pm \- Saturday\, May 23rd \- 10am to 8pm \- Sunday\, May 24th \- 10am to 5pm **Fee:** $650 USD **Facilitation** by Ethan Hsieh, Taylor Barratt & Dr. John Vervaeke **For more information** on this and the residential Tier 2 (June 7th - 12th, 2026) please visit [our site](https://awakentomeaning.com/tiamat-training-program-in-toronto-2026/).

Ticket Link: [https://www.eventbrite.com/e/1987710080358?aff=oddtdtcreator](https://www.eventbrite.com/e/1987710080358?aff=oddtdtcreator) **🌟 BACKROOM COMEDY CLUB PRESENTS 🌟** 📍 **Location:** Backroom Comedy Club 🗓 **Dates:** May 22 & May 23 🕗 **Showtimes:** 8:00 PM & 10:00 PM ✨ **Featuring [Kerryn Feehan](https://www.instagram.com/kerrynfeehan/ "https://www.instagram.com/kerrynfeehan/")** & **[Aaron Putnam](https://www.instagram.com/comic_aaronputnam/ "https://www.instagram.com/comic_aaronputnam/") — live for a limited run!** **Venue & Show Info:** * **Doors Open:** 30minutes before the shows * **Venue:** Located downstairs \| 19\+ only \| Uncensored comedy — discretion advised * **Drinks & Food:** Bar during show \| Full food menu upstairs * **Parking -** Street and lot parking available * **Tickets -** First\-come\, first\-served\, limited seating \| Shows often sell out This is a **limited engagement** — don’t miss your chance to experience one of comedy’s most entertaining performers live.

We will meet for a discussion of the book [When Everyone Knows That Everyone Knows...: Common Knowledge and the Mysteries of Money, Power, and Everyday Life by Steven Pinker](https://www.goodreads.com/book/show/224003186-when-everyone-knows-that-everyone-knows) **To attend this event, you should have read this book and be able to partake in discussions on this book.** From the publisher: In *When Everyone Knows That Everyone Knows*, Steven Pinker explores the sophisticated mechanics of **common knowledge**—the psychological state where two or more people not only know a piece of information, but know that the others know it, and know that they know that they know it. Pinker argues that this recursive loop is the invisible glue holding society together, differentiating a mere collection of individuals from a functioning collective. By examining everyday phenomena like eye contact, "the Emperor’s New Clothes," and the strategic ambiguity of innuendo, he demonstrates how common knowledge can trigger sudden social shifts. When a private truth becomes a public one, it creates a "coordination game" where individuals feel empowered to act, knowing they are part of a synchronized majority. The book extends this logic to the high-stakes realms of **money and power**, illustrating how the value of currency and the legitimacy of authorities rely entirely on mutual belief. Pinker posits that a dollar bill or a political regime only maintains its strength as long as there is common knowledge of its worth or stability; once that shared certainty is punctured, hyperinflation or revolution can occur almost overnight. Through his signature blend of cognitive science, linguistics, and game theory, Pinker demystifies how humans navigate complex social hierarchies. He reveals that our ability to manage what "everyone knows" is not just a quirk of communication, but a fundamental biological tool for maintaining cooperation and managing conflict in a crowded world. Bring an open mind and a smile! I hope to see you there.

Instead of everyone agreeing to read one book for a meeting, we each read whatever we want, then share it with the rest of the group every alternate meeting. Our discussions are always fresh and interesting! Those who don't have a book to share but want a recommendation for their next read are also welcome to join. Then we vote on the discussed books and the book with highest votes gets discussed further in the subsequent meeting. Books we talk about cover just about anything. Some example topics include: the history of salt, a man lost at sea, why some technological developments should make us optimistic about the future, creativity at Pixar, neuroplasticity, biotechnology, American sub-cultures, biographies, the economics, geography and biology underpinning the development of the New World, the politics of mental illness, harnessing a positive mental attitude, law, the changing role of the policies in US & Canada, walking the trail, communication in the workplace, and much much much much more. The aim here is to establish a group of independent readers in the GTA who are curious about everything. Have you read an interesting book lately? Come and tell us about it! This relaxed and friendly book group is for those who enjoy reading books, asking questions, and having thought provoking, fun discussions on a wide variety of topics. Read whatever you want, then come and spend a few minutes discussing it with us. No formal book reports required, promise :). Paper books, e-books and audio books are all considered books for the purposes of this group. \*\*\* **Books discussed in previous "Bring your own book" events are here:** [GTA Book Club BYOB log Google Spreadsheet](https://docs.google.com/spreadsheets/d/1em0ZTWtxNbXPp5Rt5Tegp8Kj4gM8Kc54_8CAgtjfB_Q/edit?usp=sharing) During the event, a poll will be opened for everyone to vote on the book we should all read in the subsequent event. At the end of the event, the subsequent event will be updated with the book that had the most votes from this event. Bring a book to share or observe (find your next read) and bring an open mind! I hope to see you there.

[Summary] This meetup is for those who are interested in code, web development, design, cloud, or AI. All levels are welcome, so feel free to bring your laptop and discuss what you are working on or what you are learning. You can share your projects and ideas with other participants freely. There are outlets and WiFi, drinks are about $5 for tea, they take card only. [Price] Attendance is FREE. But you need to buy something from the venue. [Policies] \- We do not tolerate harassment of our members \- We remind users that that this meetup is intended for networking and hobby development\, and any attempts at using this meetup event as a dating platform will not be not be tolerated Further information: https://torontostack.exchange/

**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.

At Unity of Columbus, our Youth and Family Ministry nurtures the spiritual growth of children and families through love, joy, and practical spiritual teachings. Each Sunday, children explore timeless spiritual principles through stories, creative activities, music, and group sharing in a safe and welcoming environment. Our program encourages children to discover their own inner light, express kindness, and develop a personal connection with God. Together, we celebrate diversity, cultivate understanding, and inspire each child to live with purpose and compassion. Parents and families are invited to join in this uplifting journey of learning, laughter, and spiritual connection.

Most people use AI like a search box: they type one sentence, hope for the best, and get frustrated when the answer is generic, wrong, or useless. But getting better results from tools like ChatGPT, Claude, Gemini, and other AI systems is not about memorizing magic prompts. It is about learning how to give the AI better context. In this beginner-friendly session, we’ll break down how to make AI dramatically more useful by improving the way you communicate with it. You’ll learn how to give clearer instructions, provide examples, set constraints, ask for better output formats, and use follow-up questions to turn a mediocre answer into a genuinely useful one. We’ll cover practical techniques you can use immediately for work, learning, writing, coding, planning, research, and everyday problem solving. We’ll also touch on why these same ideas show up in more advanced AI systems, including RAG, agents, evaluations, and AI workflows. No technical background required. Bring your curiosity, your questions, and maybe one real task you wish AI was better at helping you with. **What you’ll learn:** * Why “better prompting” is really about better context * How to structure requests so AI gives more useful answers * How to use examples, constraints, and output formats * How to iterate when the first answer is not good enough * How these skills connect to more advanced AI workflows This meetup is for anyone who wants to move beyond basic ChatGPT usage and start getting more practical value out of AI. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

The Unity of Columbus Resource Group for the Homeless is seeking compassionate volunteers who would like to help serve and uplift members of our homeless community. This group is dedicated to sharing kindness, resources, and support with individuals who may be experiencing difficult circumstances. Anyone with a heart for service is welcome to join us as we work together to make a positive difference in the lives of others. Community members are also invited to contribute by bringing helpful items for those in need. Donations of items can be contributed at the meeting and will be distributed to assist members of the homeless community. Please consider joining us and sharing this opportunity with friends, family, or associates who may also wish to help. Learn more about Unity of Columbus at www.unityofcolumbus.org or call (614) 267-4959. Together we can extend compassion, dignity, and support to our community. 💛

**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** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** TBD

Join us at Unity of Columbus for our Weekly Reiki Share, a peaceful and uplifting gathering for connection, healing, and growth. A Reiki Share is a time where Reiki practitioners and students come together to give and receive healing energy in a supportive and welcoming environment. These sessions will be moderated by Columbus Unity Reiki. Reiki is a hands-on energy healing method from Japan that first came to the United States in 1938. Since then, it has grown in popularity and is now widely practiced throughout the West. All levels are welcome, and you do not need to be a practitioner at Unity of Columbus to attend. If you are a Reiki practitioner, a Reiki student, or simply interested in becoming a Reiki student, we warmly invite you to join us. Come practice your healing techniques, learn new approaches, receive healing energy, and connect with a like-minded community in a space of relaxation, renewal, and positive energy.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.