Virtualization

***Tickets must be purchased in advance!*** https://www.eventbrite.ca/e/toronto-ai-startups-tech-finance-networking-event-tickets-1991657102006 Join us at the Toronto AI, Startups, Tech & Finance Networking Event to connect with like-minded individuals in the industry! Welcome to the Toronto AI, Startups, Tech & Finance Networking Event! Join us for an energizing evening of networking, collaboration, and innovation in the heart of Toronto. This in-person event will take place at Soluna Toronto, a modern venue designed to inspire meaningful conversations among forward-thinking professionals. Whether you’re passionate about **artificial intelligence, startups, technology, or finance**, this event is your gateway to building valuable connections, discovering new opportunities, and engaging with Toronto’s most ambitious innovators. ## 🌐 Event Highlights **🤝 Networking Opportunities:** Meet and connect with **AI experts, founders, investors, fintech professionals, and startup Entrepreneurs** shaping the future of innovation and make new collaboration. **🚀 Collaboration & Partnerships:** Discover potential partnerships, clients, and co-founders across industries converging at the intersection of AI, startups, tech, and finance. **💡 Future Trends & Insights:** Stay ahead of the curve by discussing AI applications, fintech disruption, automation tools, startup funding strategies, and emerging market opportunities. ## 👥 Who Should Attend? * **Professionals:** Expand your network across AI, finance, and technology industries. * **Entrepreneurs & CEOs:** Connect with fellow founders and share ideas for collaboration or funding. * **Investors & VCs:** Discover promising startups and innovative ventures. * **Developers & Engineers:** Engage with peers building the next generation of AI-powered products. * **Startups & Product Managers:** Recruit talent, find partners, or showcase your latest project. * **Job Seekers & Graduates:** Explore exciting roles in fast-growing tech sectors. * **Media & Influencers:** Network with top professionals and cover Toronto’s most vibrant tech event. ## 📅 Date & Location 📍 **Where:** Mister C 📅 **When:** Tues\, June 30\, 2026 \| ⏰ 7:00 PM – 10:00 PM **Dress Code:** Smart casual / founder chic ### *✨ The Stellar Socials Experience* At Stellar Socials by Limitless, we specialize in curating premium networking events that bring together professionals, entrepreneurs, and industry leaders across North America. Our mission is to inspire collaboration, innovation, and growth by facilitating authentic connections in stylish, high-energy environments. Expect a relaxed yet purposeful evening where organic conversations flow. Whether attending solo or with colleagues, you’ll leave with new contacts, fresh insights, and opportunities for collaboration. ### 📲 Join Our Community * Instagram: [@stellarsocialsbylimitless](https://www.instagram.com/stellarsocialsbylimitless/) * Facebook: Stellar Socials by Limitless * TikTok: @stellar.socials

**BRING YOUR COMPUTERS TO THIS EVENT! And check out the prerequisites below.** Join us for the first hands-on lab session, snacks, and discussion! This time around instead of talks we are going to run a free hands-on lab on how to get started with OpenTelemetry. We'll teach you how to run your own local observability stack and how to capture telemetry from the host all the way to the application layer. **Repository** https://github.com/grafana/grafanacon2026-opentelemetry-instrumentation **Prerequisites** * Git * Docker and Docker Compose — or Podman with the `docker compose` CLI, see [PODMAN.md](https://github.com/grafana/grafanacon2026-opentelemetry-instrumentation/blob/main/PODMAN.md) for setup Pull all Docker images at home before the session to avoid slow WiFi at the event: git clone https://github.com/grafana/grafanacon2026-opentelemetry-instrumentation cd grafanacon2026-opentelemetry-instrumentation docker compose pull docker compose up --build The first build downloads images and compiles both services — it can take several minutes. Once images are cached, rebuilds are fast. See [TROUBLESHOOTING.md](https://github.com/grafana/grafanacon2026-opentelemetry-instrumentation/blob/main/TROUBLESHOOTING.md) in the repository if you hit issues. **Again special thanks to Nokia and Mark Prosser for hosting us at their downtown office.** **Agenda:** 6:00-6:15 PM: Arrivals and introductions 6:15-7:40 PM: Hands-On Lab 7:40-8:00 PM: Q&A, networking and wrap up **Facilitators:** Nikola Grcevski and Marylia Gutierrez

* 💥 Fuego Bachata Sensual Mondays💥 Start your week with flavor, rhythm, and good vibes! 🌶💃🕺 Enjoy amazing food, fun lessons, and non-stop Latin dancing all night long! 📍 Tehranto Restaurant – 5625 Yonge St, North York 🚇 Finch Subway \| 🅿 Free Parking 🍽 Full Kitchen + Bar Specials Open Late 🎟 $10 Cover (includes Lesson) 🕘 9PM Bachata Lesson – Guest Instructor 🎶 DJ Geronimo heating up the floor with the best Salsa, Bachata & Latin beats all night! Come for the lessons, stay for the dancing — Mondays just got HOT! 🔥 Best way to get a hold of us is through WhatsApp: https://chat.whatsapp.com/KpFOsXEuXRWB7uOYorJNPU

Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026063014) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Toronto. Join us for deep dive tech talks on AI, GenAI, LLMs and Agent, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Tech Talk: RAG stack with open-source tooling + ADK** **Speaker:** Glen Yu (Google Developer Expert) **Tech Talk: ​Building Persistent, Infinite Memory for AI Agents** **Speaker:** Tara Khani (Moorcheh) **Speakers/Topics:** Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Toronto or 500K+ worldwide.

**Are third spaces dead....(like this book club was for the last year)?** Short-Read Socials are back! Come meet with like-minded and unlikeminded people to talk about the topic of the month. This time, we're thinking about **third spaces, socialization, and community-building.** *How has socialization changed with modern urban living and the rise of social media? Have commercialization and high cost of living killed third spaces? How do (or should) we actually build communities now?* \-\-\- **How does it work?** * The event is casual. You can talk to anyone there with or without our prompt sheets, either about the month's topic or about whatever you want. * Open philosophical discussion, including for controversial topics, is welcome but be respectful :) * If you've read/watched/heard anything related to the topic of the month, feel free to bring it in! Not necessarily physically, but you can if you want... * If not, here are some thought-provoking reads to start you off (read as many or as few as you want): * On third spaces: * [Are commercial “third places” a dying breed?](https://spacing.ca/toronto/2024/04/26/are-commercial-third-places-a-dying-breed/) * [the modern third space is in your phone](https://maansiwritesstuff.substack.com/p/the-modern-third-space-is-in-your) * Who's creating third spaces? (slightly more interesting imo) * [From sauna socials to run clubs: Are community event leaders the new influencers?](https://archive.is/20260320083437/https://www.vogue.com/article/from-sauna-socials-to-run-clubs-are-community-event-leaders-the-new-influencers#selection-1275.0-1275.81) * [“The more I give away, the better the bar does”: Why Danu Social House wants to become the city’s first community-owned watering hole](https://torontolife.com/food/danu-social-house-community-owned-co-op-bar/) * Bonus: [Why do Torontonians love to line up? Expert says there’s many reasons, including making friends](https://nowtoronto.com/lifestyle/why-do-torontonians-love-to-line-up-expert-says-theres-many-reasons/) * Feel free to post other recommendations (blogs, movies, tv episodes, video essays, etc.) in the comments!

Grief is often labelled as a negative emotion to be avoided, if at all possible. But many identify grief as a marker of love — a continuation or expression of it. And insofar as we experience loss, grief seems like the most fitting response. This suggests that there is something good and important about grief, even if it is painful. But what *is* grief? When we grieve, whom or what are we actually grieving? And what can our experiences of grief tell us about the value of whom or what we are grieving (or, indeed, the value of grief itself)? Together, we’ll consider what role grief can and should play in our lives, beginning with our lived experiences and ending with an investigation of grief over time. In addition to the questions above, our exploration will be guided by the following: * Whom or what can we grieve? * What are the similarities and differences between different kinds of grief? * Despite being painful, why is grief important? * Is love worth the pain of grief? Where do you draw the line? * In your life, what has helped you to grieve? What has hindered your grief? * What makes grief more or less possible in different circumstances, with access to different resources? Why might it be important for us to make more space for grief? * How can grief isolate us? How can it bring us together? * Does grief diminish over time, or do we grow around it? * Is the point of grief to get over a loss? Can you ever complete grief? * Why does grief diminish in cases where the person, relationship, or thing continues to matter to us? Join co-moderators Alexandra Gustafson and Adrian Ma on Tuesday, June 30th, to explore these questions and more. (This is a discussion-based event intended to provide a space to collaboratively explore the concept of grief, such that we may gain a better understanding of what it is and of our own experiences of it. However, this event is *not* intended to be a place for engaging *in* the process of grieving: although of course this might happen (and it’s okay if it does), please note that the moderators have philosophical and event-leading expertise, but aren’t equipped to provide therapeutic support/emotional counselling.) **Space is limited!** **Please obtain a “Pay-What-You-Can” ticket from Curiosity Café at [this link (click here)](https://www.eventbrite.ca/e/curiosity-cafe-revisited-grief-tickets-1992389203742) to attend this event. You need a ticket to be admitted.** See the above link for more info about tickets and other options including a limited number of free tickets. Come and hang out with us, grab food, and read through our handout from 6-6:30pm. Our structured discussion will run from 6:30-8:30pm with a 10 minute break in the middle. Hope to see you there! ***__________________________________________________________________________*** This event is brought to you by [Being and Becoming](https://beingnbecoming.org/), a Toronto based non-profit. We aim to create community around exploring everyday concepts and experiences so that we may live more intentional, thoughtful, and meaningful lives. We use philosophy as a tool with which we can come to a richer understanding of the world around us. By offering activities, spaces, and other opportunities for conversation and co-exploration, we hope to enable the meeting and fusion of individuals and their ideas. Everyone is welcome, regardless of background: indeed, we believe the journey is best undertaken alongside explorers from a variety of disciplines, cultures, backgrounds, and experiences. Find out more about Being and Becoming [here](https://beingnbecoming.org/). About the Curiosity Café Series: For those of you who haven’t had the opportunity to join us at our Curiosity Cafés and are wondering what they’re all about: every two weeks, we invite members of our community to come out to the Madison Avenue Pub to engage in a collaborative exploration of our chosen topic. Through these events, we aim to build our community of people who like to think deeply about life’s big questions, and provide each other with some philosophical tools to dig deeper into whatever it is we are most curious about.

**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.*

# In Search of the Kirtland's Warbler **Friday, July 3** **Time:** 8:30 a.m. – 3:30 p.m. **Cost:** $99 per person Join me for a special birding adventure in search of one of North America's rarest and most sought-after songbirds, the **Kirtland's Warbler**. Once on the brink of extinction, this remarkable warbler has made an incredible comeback thanks to decades of conservation efforts. Today, a small breeding population can be found just over an hour north of the city, giving Ontario birders a unique opportunity to see this legendary species without travelling to Michigan. Our morning will be dedicated to searching for Kirtland's Warblers, while also enjoying many of the other birds that call this unique habitat home. July is an excellent time to find singing males, and we'll take our time exploring the area while enjoying whatever nature has to offer. Along the way we may also encounter species such as Clay-colored Sparrow, Brown Thrasher, Eastern Towhee, and several warbler species. This outing is suitable for birders of all experience levels. Whether you're hoping to add a lifer to your list or simply enjoy a relaxing day outdoors with fellow nature enthusiasts, this promises to be a memorable adventure. **What's Included** * Transportation from our meeting location * Guided birding throughout the day * Small group experience * Plenty of opportunities for photography and learning **Please Bring** * Binoculars (if you have them) * Camera (optional) * Lunch and snacks * Water * Sunscreen, insect repellent, and weather-appropriate clothing * Comfortable walking shoes As always, wildlife can never be guaranteed, but we'll be visiting one of the best locations in Ontario for this rare and beautiful bird. I look forward to sharing another great day in nature with you! **Murray**

MS Build 2026 Summary \*\*Please note that this event requires your name and email address for QR code to get access to the building on the event day, you must register or else you will not receive a QR code for access\*\* [Link ](https://forms.office.com/r/8uPQJ7987M)to Registration: https://forms.office.com/r/8uPQJ7987M More details Coming soon with details

This time, we're on the road! We'll have an in-person meetup in Toronto to catch up and chat about everything related to iOS, macOS and Apple platform development in general! ☕️💬 If you have any questions about the meetup, feel free to send a direct message to either Malin or Kai 😊

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/xwjDdVSw3E **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

MS Build 2026 Summary \*\*Please note that this event requires your name and email address for QR code to get access to the building on the event day, you must register or else you will not receive a QR code for access\*\* [Link ](https://forms.office.com/r/8uPQJ7987M)to Registration: [https://forms.office.com/r/8uPQJ7987M](https://forms.office.com/r/8uPQJ7987M) More details Coming soon with details

🚀 **Launch Your Remote Career Fast – Remote Ready Bootcamp** Build a location-free income in two weeks. Work from anywhere on earth. ⚠️ Complete registration to hold your spot — RSVP alone won't save it. ### [🔗 GET STARTED](https://aiventurelab.org/product/RemoteReadyBootcamp?city=Toronto&groupurlname=the-bookish-social-club-for-readers&startgmtdatetime=2026-07-01T22:00:00Z) --- What's included: - Step-by-step systems to replace your office income remotely - A global community of location-independent professionals - Multiple income streams you can run from anywhere *Choose your city. Keep your income.* ✈️

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

We are recruiting new group leaders for virtual men's groups! Our primary groups are outdoor movement groups, but we are launching virtual groups for the state of Ohio and beyond and the groups will move outside in the spring, creating room for men's groups, women's groups and coed groups all over the country. Read below to learn about our groups and click the links at the bottom to apply. ### **What is an Outdoor Empowerment Group?** Our Outdoor Movement & Community Empowerment Groups are simple, guided experiences designed to help people reconnect with nature, themselves, and others. We combine some form of movement (hike, walk, run, bike, yoga, workout) and meaningful conversation within a simple community circle to create a space where individuals can support each other while prioritizing mental and physical well-being. Whether you’re seeking stress relief, personal growth, or community, our groups offer everyone a unique and welcoming environment. ## **Why Join?** * **Improve Mental & Physical Well-Being** – Movement, nature, and supportive conversations reduce stress and promote balance. * **Feel Less Alone** – Build genuine connections with like-minded people in a safe, welcoming space. * **Gain Clarity & Perspective** – Step outside daily routines and into a space designed for personal growth and reflection. ## **The Ideal Group Leader** The ideal group leader * Has a born-in passion for mental health, movement, connecting with nature and building community. * Has 5 extra hours per week to dedicate to a meaningful cause for at least one year. Yes, you can leave any organization at any time and we can also ask you to leave, but we are building with legacy in mind and we need people who can commit and be ALL IN on this mission to build with us. * Is independently financially stable with the ability to volunteer with no expectation of pay. This is a deeply beautiful journey of service that all participants commit to at Speak Your Mind. * An ability to manage groups with high emotional intelligence and desire for human connection. * An ability to self-motivate and market/promote their group on Facebook and other social platforms. * Nature informed therapy or clinical therapists/psychologists a plus. ## **Our Impact**  Since launching, we have helped thousands find support, connection, and healing through our Outdoor Movement Groups. 100% of participants surveyed have reported: * A noticeable improvement in mental clarity and emotional well-being. * An increase in social connection and a sense of belonging. * Said they would return again. We believe mental health should be accessible, community-driven, and rooted in nature. Join us and take the first step toward a more connected, grounded, and supported version of yourself. ### **Why Our Groups are Donation-Based** Our Outdoor Movement Groups are made possible through a donation-based model. This approach allows us to keep our events accessible to everyone, regardless of financial circumstances, while also ensuring that we can continue expanding our reach. It’s a great way to pay it forward and support the growth of this beautiful mission! Every contribution helps us: * **Cover Essential Costs** – Donations allow us to pay essential legal, marketing, insurance, and admin costs as well as nourish the important people who run the organization. * **Grow Our Mission** – With your support, we can bring these healing experiences to thousands more people in the future and execute our long term plan to expand across the USA, affecting up to 500,000 people per year. By choosing to contribute, you’re not just leading an event—you’re helping build a mental health movement that supports long-term well-being and connection for all during a severe mental health epidemic. ## **Come Join Us!** We’d love to have you be part of this growing community of people prioritizing their mental health, movement, and connection. 🔹 **Visit Our Website to Learn More:** https://speakyourmind.men/joinusoutside 🔹 **Apply Here to Lead Your Own Group!** – https://form.jotform.com/taketimespeakyourmind/sym-group-leader-application 🔹 **Support the mission**: If you resonate with the mission and want to support, feel free to join a group before applying or donate to help us reach our goals to help more people! You can donate here: https://secure.givelively.org/donate/angels-for-angels/speak-your-mind Please text Mario with any questions: (808) 855-8831

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd

Join us every other Wednesday during the summer at 5:30pm at Blendon Woods Inclusive Playground. Starts Wednesday June 17th. **Agenda** 5:30-6:15 Kids Play & Dad's Meet 6:15-6:45 Snacks & Father/Son Men's Group Circle \- Simple intro Round \- What are Dad & Son working on? \- Various Topics for Fathers and Sons\(What does it mean to be a man? Etc\.\) 6:45-7 Close. Go get food or keep playing. Mario will lead this group and hold the space. Generally, it is a laid-back, open group that can be modified to accommodate those who show up. If people want to go get dinner after, we can :) It's all about making friends and building a positive community. Mario has led men's groups for several years, sponsored by Speak Your Mind, an Ohio Non-Profit organization with a focus on men's mental well-being. Click here to learn more about SYM: https://linktr.ee/taketimespeakyourmind). All events are non-denominational and donation-based. No one will be turned away for their beliefs or financial position. Suggested donation is $5 per family per meeting (Covers the cost of meetup). **Donation link**: https://secure.givelively.org/donate/angels-for-angels/speak-your-mind **Liability Waiver** to fill out before your first event (Required). This covers the non-profit in the event of any accidents. https://form.jotform.com/242207035182144 Contact Mario with any questions: 808-855-8831 Address: 4265 E. Dublin Granville Road Columbus, OH 43081 Follow signs to the back of the park (Inclusive Playground)

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.