Data Science

As I looked under CFI’s Mission, Vision, and Values, the phrase ‘**community**’ stood out in the opening line. Then, I found it repeated seven more times, all within a short description. Elsewhere, CFI informs us we run ‘open’ and ‘friendly’ discussions in ‘safe and hospitable’ environments for everyone. And 'Critical Thinking' is, you might say, the backbone for starting any discussion. But while we all know what thinking is, how is **critical thinking** different? Especially in matters that are not quantitatively measurable? As humans, thankfully, we are born curious – we probably won’t have learnt to crawl on four to experience our body and the world around us. We all are capable of being forever-curious – and therefore seeing through the evidence methodically. That is a good start for any talk no matter how complex it may seem. If it’s a human problem, we may not solve it, but surely can think through it critically. That’s a big, and hopeful, first step! Tantalizing? Let’s Talk!

⚠️日本語の案内は下にあります⚠️ 🎟Fee: $5 🌱Payment: Cash or E-transfer If you choose E-transfer, we recommend sending it **before** arrival to: ✉️canasianstation@gmail.com 🗣Event Style ・This event is 18 + only ・Group-based language exchange ・Small groups of 3–4 people ・Use both Japanese and English to communicate 🕒Schedule 6:15 – 6:30 Check-in 6:30 – 7:10 Round 1 7:10 – 7:15 Seat change 7:15 – 7:55 Round 2 7:55 Wrap-up 💫Friendly Guidelines • Participants with 2 no-shows may be removed from future events • This is not a dating or matchmaking event. You cannot request specific people to talk to. If you have an NG (someone you prefer not to be matched with), please let us know in advance • Photos may be taken for Instagram and event pages. If you do not wish to appear in photos, please inform the organizer beforehand • Harassment, discrimination, sexual harassment, solicitation, or inappropriate behavior is strictly prohibited. If you notice any issues, please inform the organizer 🤝About This Event (Important) This is a group-based Language Exchange event. • One-on-one conversations with Japanese participants • Conversations with participants of a specific nationality ➡️are not guaranteed. 🎟️参加費：5ドル 🌱支払い方法：現金 or E-transfer ※E-transferをご利用の方は、到着**前に** ✉️Canasianstation@gmail.com へ送金していただくことを推奨しています 🗣️イベント形式 3〜4人のグループで、日本語と英語を使った国際交流🌏※本イベントは18歳以上限定です。 🕖タイムスケジュール 6:15 – 6:30 Check-in 6:30 – 7:10 第1ラウンド 7:10 – 7:15 席替え 7:15 – 7:55 第2ラウンド 7:55　解散 💫参加にあたって ・2回以上のNo-show（キャンセル無しの無断欠席）があった場合、以降の参加をお断りします ・本イベントはデート・マッチング目的の場ではありませんので、特定の「話したい人」の指定はできません。 ※NGの方がいる場合は、事前にお知らせください ・Instagram・イベントページ用に写真撮影を行う場合があります。写りたくない方は事前にお知らせください ・セクハラ、差別的発言、嫌がらせ、勧誘行為は固く禁止しています。もし見かけた場合は、主催者までご連絡ください 🫶イベントについて 本イベントは Language Exchange（言語交流）を目的としたグループ形式のイベントです。 ・カナダ人との一対一での会話 ・特定の国籍の参加者との会話 →これらを保証するものではありません。

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $18 and $35 depending on which type of class you want to continue with\* These English (For Spanish speakers or advanced learners only), French, and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in an English, French, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

**Welcome to Miss Bachata & Miss Salsa!** Summer has arrived—and with it, long, golden evenings, warm breezes, and the irresistible call of the dance floor! It’s the season of sun-kissed smiles, fresh adventures, and reconnecting with the joy of being together. At Miss Bachata & Miss Salsa, we’re ready to turn up the heat and fill your Monday nights with rhythm, laughter, and community spirit. My objective has always been to create a different kind of social gathering—one that is open, non-judgmental, and safe. A place where you can meet people just like you, where socializing and dancing come together to help build community and tear down the walls that separate us. Here, we make new friends, feel a sense of belonging, and enjoy the calmness that comes from knowing we are in a safe and welcoming space. Many times, I have been asked, “Why host an event on Monday night?” Many people escape on the weekend and dread Mondays when they return to work. I believe that if you dance and socialize on a Monday, you infuse your week with joy and positive energy, giving your life balance and helping you face your challenges with enthusiasm and confidence. We’re also thrilled to announce that our trial of advanced Bachata lessons, which began last September, has been a resounding success! Building on this momentum, we’re excited to offer an enhanced schedule for 2026. Our dance evenings will now feature three hours of classes: one hour of beginner to intermediate Bachata, one hour of advanced Bachata, and one hour of beginner to intermediate Salsa. As always, the entrance fee remains $15 for a night of 2 lessons and social dancing. For those interested in the advanced Bachata lessons, there will be an additional $5 fee. Here’s our updated schedule: **Miss Bachata – Main Ballroom** 🕖 7:00 pm – 8:00 pm: Beginner to Intermediate Bachata Lesson (No partner required) 🕗 8:00 pm – 12:00 am: Social Dancing **Miss Salsa – Round Room** 🕖 7:00 pm – 8:00 pm: Advanced Bachata Lesson (+$5) **NEW** 🕗 8:00 pm – 9:00 pm: Beginner to Intermediate Salsa Lesson 🕘 9:00 pm – 12:00 am: Social Dancing ✨ **Additional Details:** ✔️ Free Parking ✔️ Full Bar (Free Water, Beer: $5.75) Over the past decade, organizing Latin dancing events in Mississauga has been a labor of love. Our mission has always been to foster a sense of community, proving that the connections we share are far stronger than the differences that divide us. Loneliness is a growing concern, with over half of U.S. adults and many Canadians experiencing its effects. The COVID-19 pandemic has only heightened this issue. Harvard University's long-term study on happiness, which began in 1938, highlights the detrimental impact of loneliness on health. People with strong social connections experience slower mental and physical decline and greater overall happiness compared to those who are isolated. Here are some key findings from the study: 🌿 Close ties help delay mental and physical decline more than money, fame, social class, IQ, or genetics. 🌿 Relationship satisfaction is a better predictor of aging well than cholesterol levels in middle age. 🌿 A strong sense of community improves memory function. 🌿 Loneliness can be as harmful to health as smoking or alcoholism. But there’s hope! Strengthening our relationships and supporting community initiatives can combat loneliness and build healthier, happier lives. Miss Bachata & Miss Salsa provides a wonderful opportunity to make new friends, expand your social circle, and enjoy a safe, welcoming, authentic environment. Bring your open heart and a smile, and we’ll take care of the rest. 🌞 ***Cheers to a season of sunshine, joy, and community!*** 🌞 **Anna G.** https://www.meetup.com/LatinDanceMeetup https://www.facebook.com/groups/1871491806494168/ https://www.facebook.com/EventsByAnnaG

\*These classes are not a language exchange, but instead are meant to be a step in between so that students feel confident maintaining in depth and grammatically correct oral conversations outside of class\* \***Meetup event numbers only tend to show new students registering and do not include returning students attending class.** **Per class, there is an average of 7 students.** The first 2 classes are free and then only cost between $18 and $35 depending on which type of class you want to continue with\* These French, English (For Spanish and French speakers only), and Spanish classes are primarily meant for adults who are travellers, or who are planning to live in a French, English, or Spanish-speaking country. The classes are primarily oral-based through guided conversations. They will teach you how to handle conversations in situations such as **"Going to the Convenience Store"**, **"Making Plans"**, **"Negotiating Prices"**, and **"Going out for a Drink"**. To ensure that students get used to using the language automatically, students will learn to maintain contextual conversations with timing before moving on to the next lesson. Call (647)787-9953, e-mail us info@monkeylingo.ca, or visit monkeylingo.ca for more information! **Online and private classes are also available!** No other language classes are as conversational as these ones. We guarantee it! Cheap parking can be found using the "Spot Hero" app.

Want your own meet-cute moment - starting in a bookstore? Book Bar is hosting Toronto’s first Bored of Dating Apps singles night - an evening designed to bring people together in a way that feels natural, effortless, and actually enjoyable. Inspired by the charm of a 90s rom-com, this is a reimagined meet-cute moment set inside an intimate, thoughtfully designed bookstore. Expect organic conversations over wine, cocktails (or mocktails), books, and a room full of genuinely interesting people. No apps. No algorithms. No catfishing. No speed dating, no forced rotations, no awkward timers. Just good energy, meaningful connection, and a space designed to make meeting people feel easy again. Our hosts (think professional wingwomen) will be there throughout the night to welcome you, help spark conversations, and ensure the atmosphere stays comfortable, respectful, and fun for everyone. We’ve also built in a few thoughtful moments to make connecting feel more natural: – Bring a pre-loved book that made you laugh, cry, or think – Write a short handwritten note inside - something personal, or why you chose it – Gift your book to someone you’d like to continue the conversation with It’s a simple, intentional way to break the ice - and a little more memorable than exchanging numbers in your notes app. At its core, this night is about creating a space where people feel safe, open, and genuinely excited to meet someone new. Whether you’re looking to connect romantically, expand your circle, or just step outside the apps for a night - this is your invitation to try something different. No pressure. No expectations. Just the potential for something real. **Event Details** Time: 6:30pm – 10:30pm Ticket includes: $10 off your drink of choice **What to Expect** – A curated, intimate bookstore setting – A 90s rom-com inspired “meet-cute” atmosphere – Organic mingling and genuine conversation – Hosts to guide the energy (without pressure) – A respectful, welcoming environment – Thoughtful interaction moments throughout the evening **Need-to-Know** – Your ticket includes $10 off any beverage at the bar – Please bring a pre-loved book with a handwritten note inside – This event is designed for singles of all backgrounds and orientations – While we aim for a balanced mix of guests, we cannot guarantee gender ratios – All ticket sales are final (no refunds or transfers unless to the same ticket type) – By attending, you consent to photo and video capture for event and social use **MUST HAVE A TICKET: https://www.fatsoma.com/e/l0vydc8m/book-bar-toronto-x-boda-bookshop-meet-cute** Questions? Feel free to DM us anytime or visit @boredofdatingapps We can’t wait to meet you.

**This is a paid event. You must register and have a ticket to attend.** 👉 [luma.com/together-toronto-jul-6-2026](https://luma.com/together-toronto-jul-6-2026) **Together Toronto - the stories behind how companies actually get built here.** The stories that actually shape how companies get built in this city rarely make it onto a stage. This one's different. Together Toronto is TechTO's signature gathering for founders, operators, builders, and investors who want more than inspiration - they want the real playbook. Real founders. Honest conversations about what it took to launch, scale, and survive Toronto's tech scene. Whether you're building your first company, scaling a team, or figuring out what's next - this is the event worth showing up for. **You'll leave with:** * Frameworks from founders who've been through it * Connections with the people building what's next * A clearer sense of how the best companies in Canada actually get made 📅 Monday\, Jul 6 \| 6PM\- 9PM 📍 Downtown Toronto 🎟️ Paid event \- tickets required \| Free for TechTO Members \([BECOME A MEMBER](https://www.techto.org/memberships)) **Register via Luma:** [https://luma.com/together-toronto-mar-2-2026](https://luma.com/together-toronto-mar-2-2026)

THERE IS NO WAITLIST. EVERYONE CAN JOIN. ​ Whether you're a seasoned tech veteran or just starting out, let's create the ideal afterwork place to meet and chill with other workers in tech - find that new job, expand your network, share ideas, and stay up-to-date on the latest trends in the industry. Let's inspire, innovate, and shape the future of technology in Toronto! Tech, AI, Data, IT, and more \~ ​ \-\-\-\-\-\-\-\- ### Event Details 💰 Cost: $5 (Online only, no tickets at door) [ Link to Website ](https://techsocialtoronto.com/event/meetup) 🍺🥃 Afterwork drinks and social 📍 The Goodman Pub and Kitchen (Inside, or ask for Tech Social) - 207 Queens Quay W 🕕 6:00pm onwards every Friday ​ **Or RSVP on the website for our Discord / WhatsApp communities, and to see who else is going and what their backgrounds/seniority/interests are:** 🔗 [Link to Website](https://techsocialtoronto.com/event/meetup) ​ If you cannot find us, ask staff about Social Meetup, or find a table, snap a photo and ask in the WhatsApp community above. ​ \-\-\-\-\-\-\-\- ### Who Should Attend? Perfect for **Toronto tech professionals** including: * **Software Developers & Engineers** (Python, JavaScript, Java, C++, React, Node.js) * **Data Scientists & Analysts** (Machine Learning, AI, Data Visualization, SQL) * **Cybersecurity Professionals** (InfoSec, Ethical Hacking, Cloud Security) * **Product Managers & Tech Entrepreneurs** * **Students & Tech Graduates** looking to break into tech * **Career Changers** entering tech industry * **Remote Workers & Digital Nomads** in Toronto * **Startup Employees & Entrepreneurs** * **Digital Marketing & Product Professionals** * **Senior Engineers** looking to mentor and network \-\-\-\-\-\-\-\- ### What You'll Experience * 🤝 **Network with Toronto tech community** * 💼 **Job opportunities** and referrals from peers * 🚀 **Career acceleration** through peer networking * 🎯 **Skill sharing** and tech discussions * 🧠 **Knowledge sharing** on latest tech trends * 🎉 **Social activities** and games * 🧠 **Learn from peers** about real-world challenges * 🚀 **Collaborate** on projects and ideas * 🎯 **Mentorship connections** (both ways!) * 🍻 **Fun, casual atmosphere** \- no matter your seniority level \-\-\-\-\-\-\-\- ### Event Guidelines * Support the venue by purchasing drinks/food (no outside items allowed) * Maintain appropriate behavior and respect for all attendees * Bring physical ID if required by venue (call ahead to confirm) * Disclaimer: We are not affiliated with the venue, we just use the space. So don't call the venue asking about our events. \-\-\-\-\-\-\-\- ​ ​ *Toronto Canada tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers Toronto Canada tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers***📱 Follow us:** [Facebook](https://www.facebook.com/tech.social.event) \| [Instagram](https://www.instagram.com/tech.social.event/) \| [LinkedIn](https://www.linkedin.com/company/tech-social-event)

**When:** 5:30 pm - 8:00 pm **Where:** Creeds Cafe Bar **Join us for an evening of networking and discussion!** Are you a tech enthusiast, AI professional, or looking to transition into the field? Let's connect and explore the latest trends and opportunities in Toronto's AI and tech job market. **Topics:** * Emerging AI technologies and their applications * In-demand skills and job roles ( DevOps, Developer, Solution Architect, Data engineer, Data scientis) * Industry insights and market trends * Career development and transition strategies **Food and Drinks:** * You will get 10% discount on all purchase during the event in the cafe, so you can enjoy great drinks while save too. * Beer and other drinks are available for purchase at the bar. Please note that individuals are responsible for their own drink expenses. If you have any questions, concerns, or suggestions for the group, please feel free to reach out to us via Meetup message or connect via LinkedIn: **Meetup Event Waiver & Consent** By attending this event, I acknowledge and agree to the following: 1. **Photography & Media Consent**: I understand that photos and videos may be taken during the event for promotional, educational, or social media purposes. I grant permission to the event organizers to use my likeness in any such materials without compensation. 2. **Assumption of Risk**: I acknowledge that my participation in the event is voluntary and that the organizers are not responsible for any personal injury, loss, or damage to property. 3. **Liability Release**: I release and discharge the event organizers, hosts, and venue from any claims or liabilities arising from my participation in the event. By attending this meetup, I confirm that I have read, understood, and agreed to this waiver.

**When:** Tuesdays, 7:00 PM - 9:00 PM EST (Toronto Time) **Start date:** Tuesday, Jun 23, 2026 **Where:** 792 Glencairn Ave., Toronto **Attend online via Zoom:**[ https://us02web.zoom.us/j/89671983431?pwd=hoYVrQG1EF4ibvIieyTnavmXxWcy5h.1](https://us02web.zoom.us/j/89671983431?pwd=hoYVrQG1EF4ibvIieyTnavmXxWcy5h.1) **Primary text:** *Light of the Soul* by Alice Bailey, with supporting perspectives from Madame Blavatsky's Theosophical framework and Lama Govinda's multidimensional consciousness \*\*Free online PDF: \*\*[http://www.mysticknowledge.org/Light_of_the_Soul_-_Alice_Bailey.pdf](http://www.mysticknowledge.org/Light_of_the_Soul_-_Alice_Bailey.pdf) (Prior reading is not required.) **About the series:** The first four limbs of yoga are presented not merely as ethical rules or techniques, but as a practical science of consciousness refinement. * Experience → Distortion → Transformation: Through the dimensions of time and space, experience generates distortions — and distortions generate opportunities for transformation. The work of the aspirant is to consciously refine these experiences into enduring impressions of beauty and love. * What is an impression? The essence of experience that remains after the physical event, emotional reaction, and personal attachment have passed away — *experience without attachment.* * The 12-module arc: Yama, Niyama, Asana, and Pranayama progressively prepare the way for soul contact through purification, right relationship, stabilization, and conscious regulation of life force. * Not withdrawal, but engagement: This is not a path of asceticism or passivity. The aspirant does not seek to escape the world, but to engage with it more skillfully, more compassionately, and with greater awareness — transforming everyday experience into an opportunity for growth, service, and the realization of our deeper unity with all beings. **Class dynamic:** Each session opens with a group centering meditation, followed by a teacher-led lesson with slides. Newcomers are welcome to simply listen in. Those ready to engage are invited to contribute questions or insights. Our goal is an atmosphere of genuine shared inquiry. **Modules:** 1. **The Purpose of Evolution —** Transforming Experience into Beauty and Love Impressions 2. Why Consciousness Suffers 3. **The Field of Impressions —** Samskara, Memory, and the Astral Light 4. **Yama I —** Harmlessness and Right Relationship 5. **Yama II —** Truthfulness and the Right Use of Energy 6. **Yama III —** Non-Grasping and Freedom from Possession 7. **Niyama I —** Purification and the Transformation of Time 8. **Niyama II —** Contentment and Sacred Tension 9. **Niyama III —** Self-Study and Surrender to the Soul 10. **The Science of Detachment —** Witness Consciousness and the Burning Ground 11. **Asana —** Stabilizing the Instrument of Consciousness 12. **Pranayama —** Regulation of Life Force and Conscious Circulation **Overall arc:** * **Modules 1–3:** Understanding distortion and impressions * **Modules 4–6:** Purifying relationship and spatial distortion * **Modules 7–9:** Purifying time distortion and identity * **Modules 10–12:** Stabilizing and refining the instruments of consciousness *Final synthesis: The first four limbs of yoga gradually train the aspirant to observe without identification, experience without attachment, relate without separation, and transform distortion into enduring impressions of beauty and love.*

## Build Your First Autonomous AI Agent ### Beginner-Friendly Hands-On Workshop **Details** * 📅 **Date:** Friday, July 10, 2026 * 🕕 **Time:** 06:00 PM – 08:00 PM * 📍 **Location:** B-213, Davis Campus OR Virtual * 🎟️ **Cost:** Free \| Limited spots — RSVP now\! AWS Cloud Club swag included\! 🚀 Join us for a beginner-friendly hands-on workshop where you will build an AI-powered task tracker using AWS. In this workshop, you’ll learn how an AI agent can understand natural language requests like “Add assignment due on July 25 for Digital Principles,” extract the important details, create a task, store it, and respond back. You will: * Explore core concepts such as AI agents and tool/function calling * Build and deploy serverless workflows * Connect AI with AWS services like Lambda, API Gateway, DynamoDB, and Amazon Bedrock * Understand how autonomous AI agents work from the ground up > **Note:** By the end of the session, you'll have a practical cloud-based app that can be extended into a to-do list, study planner, productivity assistant, or workflow automation tool. **See you there - let's build and deploy!**

Join local author **Florence Chien** for the launch of her debut novel ***The Revenant of Surolifia***! She will be at Bakka-Phoenix Books in conversation with local author Ai Jiang to discuss her novel. Preorder swag will be available, along with in-person only chibi acrylic charms. **RSVP here:** https://www.bakkaphoenixbooks.com/events/5705120260711 (RSVP is not required, but is recommended to ensure the right number of books are on hand) **About the book:** In the vein of *The Traitor Baru Cormorant* and *The Unbroken*, *The Revenant of Surolifia* is a gripping political fantasy of empire, identity, and impossible choices, where rebellion blazes in the streets, loyalty is a double-edged sword, and the price of peace may be too steep to pay.

Contemporary large language models (LLMs) are predominantly trained using reinforcement learning from human feedback (RLHF), optimizing for immediate user approval rather than long-term well-being. As A.I. systems increasingly serve socioemotional functions, this optimization strategy poses significant risks. Recent evidence demonstrates that leading models exhibit systematic sycophancy, affirming inappropriate user behaviors and preserving user face at rates far exceeding human baselines, while being approximately 40\\% more likely to reinforce incorrect beliefs than their non-RLHF counterparts. We contend that the AI community must fundamentally reconsider training objectives to balance short-term satisfaction with long-term user outcomes. We propose three directions: (1) incorporating longitudinal metrics into training that capture sustained goal attainment and reduced regret rather than momentary preference, (2) enabling explicit user choice among interaction modes (concierge, collaborator, coach) with transparent justification for model pushback, and (3) developing frameworks that provide constructive challenge without paternalism. The recent industry backlashes against both excessive and insufficient model agreeableness underscore the urgency of this shift. We argue that optimizing AI systems for human flourishing, not merely human approval, represents both an ethical imperative and a path to more sustainable, trustworthy AI deployment. Conference Schedule * 9:00 AM: Breakfast & Arrivals * 9:30 AM: [Karina Vold](https://philosophy.utoronto.ca/directory/karina-vold/) (Associate Professor, Philosophy, University of Toronto): Introductions & description of FloreaAI project * 9:40 AM: [Ashton Anderson](https://www.cs.toronto.edu/~ashton/) (Associate Professor, Computer Science, University of Toronto): Description of the CS team's work on FloreaAI * 10:05 AM: [Louis Tay](https://hhs.purdue.edu/directory/louis-tay/) (Professor, Psychological Sciences, Purdue University): Description of psychology team's work on FloreaAI * 10:30 AM: Coffee break * 11:00 AM: [Gwen Bradford](https://philosophy.utoronto.ca/directory/gwen-bradford/) (Associate Professor, Philosophy, University of Toronto): Primer on philosophical theories of well-being​ * 11:30 AM: [Eran Tal](https://www.mcgill.ca/philosophy/eran-tal) (Associate Professor, Philosophy, McGill University): Primer on the measurement of well-being​ * 12:00 PM: Lunch * 12:30 PM: [Karina Vold](https://kkvd.com/) (Associate Professor, Philosophy, University of Toronto): Introduction to AI alighnment for well-being * 1:00 PM: Group discussion (with a coffee break from 1:45-2:15) An event presented by the University of Toronto's Centre for Ethics, the John Templeton Foundation, and Florea AI. 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

**The Test Tribe 14th Toronto Meetup – QA Under The Influence of AI** AI's arrival in QA has shifted workflows across the industry - but what's the real, lasting impact on the broader delivery process? The Test Tribe's 14th Toronto Meetup takes an honest, experience-driven look at what's actually happening as organisations navigate this shift. **Event Details** * **Date: 9th July 2026** * **Time - 6:00 - 9:00PM ET** * **Venue: 20 Toronto Street, Toronto** * **Maps Link - https://maps.app.goo.gl/RLmsbzNxaDdbpbT59?g_st=ic** **Session: QA Under The Influence of AI** **Speaker: Neil Price-Jones, President, NVP Software Solutions** **Why Show Up?** * Understand the real, broader impact of AI on the entire QA and delivery process - beyond the hype * Hear an experienced perspective on why many organisations are stepping back from their AI initiatives * Draw on lessons from past technology shifts to anticipate what comes next for QA * Engage with 40 years of hands-on QA wisdom spanning multiple industries * Connect with Toronto's engineering and QA community * Be part of The Test Tribe's 14th Toronto Meetup **About The Test Tribe** The Test Tribe is the world's largest software testing community, empowering testers globally since 2018. With 700+ events and 150K+ members across 130+ countries, we bring testers together to learn, grow, and connect through meetups, conferences, cohorts, masterclasses, and more. By RSVPing, you agree to our Terms and Conditions and Privacy Policy and consent to be contacted by The Test Tribe and our event partners.

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Highlights and Hidden Gems in SQL Server 2025 With so much emphasis on cloud data platforms and AI these days, SQL people can feel left behind by all the marketing hype. SQL Server 2025 was officially released in November of 2025, though, and contains a ton of improvements that will make our SQL Server deployments a bit faster, better, and more secure. There are even more improvements tucked into the release that never made a marketing blog or press release that you'll likely be learning about for the first time in this session! Join this session to learn about what makes your high availability a little more available, your performance a bit more performant, and your database more developer and app-friendly. Come spend an hour with SQL people talking SQL Server 2025 – the good, the "not quite ready for prime time", and the hidden awesomeness.

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

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. 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.

Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Title**: PySteak: Simulation, Calibration, and Optimization for a High-Steaks Culinary Problem **Details:** Cooking an expensive cut of steak can be a daunting, high-stakes task for a home cook. From traditional pan-searing to reverse searing, cold searing, sous vide, cryofrying, and grill sous vide, many steak-cooking methods can be viewed as attempts to manage the same fundamental tradeoff: * *Exterior flavor and texture:* The surface typically needs to reach roughly 300–330°F to promote rapid Maillard reaction, producing a crisp texture and complex, aromatic flavors. It is often pushed beyond 350°F to induce pyrolysis and develop deeper browning, smoky notes, and char. * *Interior juiciness and texture:* To retain moisture and maintain a tender texture, the internal temperature should stay near the target temperature for the desired doneness, often around 129–135°F for medium-rare. The laws of physics are unforgiving. The heat equation tells us how the high surface temperatures needed to develop the exterior crust create steep temperature gradients that drive heat inward, often resulting in the dreaded gray band of overcooked meat beneath the surface. In this talk, I will share my journey toward engineering a steak recipe designed to develop a deeply browned crust while minimizing the gray band and preserving as much of the juicy, tender interior as possible. No advanced background in mathematics, physics, or programming is required. I’ll start with a brief and accessible introduction to the principles of heat diffusion and how to simulate it on a computer. Then, I’ll explore the role of data (i.e., measurement) in calibrating the simulation model and optimizing the recipe. **Audience Takeaway:** After this talk, the audience will have a basic understanding of how thermodynamics shapes the tradeoff between crust development and an evenly cooked interior, and how heat transfer can be simulated on a computer. They will leave with computational tools they can use to experiment with measurements, calibration, and optimization, giving them a practical starting point for engineering steak-cooking protocols tailored to their own preferences and equipment. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** **[AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **AlphaSense's Overview:** The world’s most sophisticated companies rely on AlphaSense to remove uncertainty from decision-making. With market intelligence and search built on proven AI, AlphaSense delivers insights that matter from content you can trust. Our universe of public and private content includes equity research, company filings, event transcripts, expert calls, news, trade journals, and clients’ own research content. * The acquisition of Tegus by AlphaSense in 2024 advances our shared mission to empower professionals to make smarter decisions through AI-driven market intelligence. Together, AlphaSense and Tegus will accelerate growth, innovation, and content expansion, with complementary product and content capabilities that enable users to unearth even more comprehensive insights from thousands of content sets. Our platform is trusted by over 6,000 enterprise customers, including a majority of the S&P 500. Founded in 2011, AlphaSense is headquartered in New York City with more than 2,000 employees across the globe and offices in the U.S., U.K., Finland, India, Singapore, Canada, and Ireland. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by July 15. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

Odoo Academy is a series of **one-day**, **FREE training** sessions where participants can learn directly from our **seasoned experts**. Master a specific **Odoo application** or delve into **industry-specific** functionalities. Join us in our **Columbus, OH** for hands on training in Odoo's Accounting app and take your business to the next level! Training will be given in **ENGLISH**. Lunch is **included**. Participants must bring their **OWN laptop** for the practical exercises. For any inquiries, feel free to reach out to us at ellee@odoo.com. [Register Here Now! ](https://www.odoo.com/r/8yd)**[\[](https://www.odoo.com/r/gO9)Limited Seats Available!]**