Mobile User Experience
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Frequently Asked Questions
Yes! Check out mobile user experience events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the mobile user experience events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find mobile user experience events near your location here. Connect with your local community and discover events within your area.
Mobile User Experience Events Today
Join in-person Mobile User Experience events happening right now
Book Bar Toronto x BODA bookshop meet-cute
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.
Bigger, Better, Bolder Miss Bachata & Miss Salsa
**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 (Water Bottle $1, 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.facebook.com/groups/1871491806494168/
https://www.facebook.com/EventsByAnnaG
Weekly Monday night community meditation
Weekly Monday night online meditations in a welcoming community
35-minutes of sitting meditation practice followed by interactive sharing, discussion
We experiment with different solo meditations, from restful absorption to creative visualizations, mindfulness-style noting (of various mind-body components), loving-kindness, sound meditations, choiceless awareness and many others. You don’t need to follow any of these techniques if you don’t want to – some people prefer to stay with their tried-and-true regular practice.
The CEC is passionately nonsectarian – both humanistic and contemplative traditions are represented.
Check our website for more sit details: http://cecmeditate.com/calendar/
Since Covid-era lockdowns began in 2020, we've hosted these on zoom.
zoom link: [https://us02web.zoom.us/j/799184864?pwd=UXIvUkZ4QVBZQ0Q2VUh0Y2NNVnJkQT09](https://us02web.zoom.us/j/799184864?pwd=UXIvUkZ4QVBZQ0Q2VUh0Y2NNVnJkQT09)
Starting May 2026 we're meeting in person in Toronto AND online. Come sit with us!
Bigger, Better, Bolder Miss Bachata & Miss Salsa
**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
Weeknights - Group Dance Classes at Access Ballroom
Ready to add more fun, movement, and connection to your week? Come join our group dance classes at [Access Ballroom](https://studioaccessballroom.com/)! We have classes **every day except Tuesday**—that’s Monday, Wednesday, Thursday, and Friday at 7:50pm, and Weekends at 3:40pm. Visit our [Monthly Calendar](https://studioaccessballroom.com/class-schedule/) to view the group class Schedule. To sign up you can also download our APP that is in both the Google Play store and the Apple Store. Just look up Access Ballroom.
Whether you’re a total beginner or already have some moves, you’ll fit right in! We always have multiple teachers on hand to guide every level, so everyone gets the attention they need. Our amazing environment and welcoming atmosphere are what make us one of Toronto’s premier Latin and Ballroom studios—and it’s why we have the most Google reviews in the city!
Don’t just take our word for it—come experience the energy, laughter, and community for yourself. We can’t wait to see you on the dance floor!
Mobile User Experience Events This Week
Discover what is happening in the next few days
The Art of Spirituality—A New Perspective on Spiritual Living
**A New Perspective on Spiritual Living - Spiritual Discussion Series**
(based on ECKANKAR the Art of Spirituality by Harold Klemp)
In this discussions series you will gain deeper insight into
* **A true Spiritual path,**
* **Your spirituality from a new perspective,**
* **The purpose of life,**
* **HU, an ancient mantra for a modern world**
* **Spiritual Masters and their mission,**
The simple truth is that we are SOUL, a divine, conscious spark of God made manifest in this life to experience and learn here on earth.
“*M*y definition of a true spiritual path is one that does good in the world.
It tries to find ways to help people be themselves. It does not try to shape people to be what we think they should be, then break spiritual or man-made laws to accomplish that."
—Harold Klemp, *[ECKANKAR the Art of Spirituality](https://www.eckbooks.org/items/ECKANKAR_The_Art_of_Spirituality-2474-0.html)*, page 1
Looking to explore new frontiers of spiritual experience, come join us and share your stories and insight about your perspective on spiritual living.
We will also practice a simple spiritual exercise that can help to connect with the ECK (Life Force or Spirit) which is called HU.
HU is the Sound behind all sounds, woven into the language of life.
It is the wind in the leaves, falling rain, thunder of jets, singing of birds and the awful rumble of a tornado. Its sound is heard in laughter, weeping, the din of city traffic, ocean waves, and the quiet rippling of a mountain stream.
HU offers balance, wisdom and wonder—it brings alignment with your true purpose and highest good.
All are welcome — family and friends — so come share your experiences or just listen as we explore together. Register here on Meetup by clicking the ATTEND button or just drop in.
**This event is free.**
Sponsored by Eckankar Canada in Ontario.
Illustration Courtesy of Eckankar, The Path of Spiritual Freedom
**More information is available at**
* **[[eckankarcanada.ca/ontario](http://eckankarcanada.ca/ontario)]([https://www.eckankarcanada.ca/ontario-spiritual-events.html](https://www.eckankarcanada.ca/ontario-spiritual-events.html))**
* **[[eckankar.org/](http://eckankar.org/)]([https://www.eckankar.org/](https://www.eckankar.org/))**
Aligning Large Language Models (LLMs) with Human Wellbeing
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
Toronto Build an AI Content Brand
🎭 **Faceless AI Influencer – Grow Without Showing Your Face**
Learn how to build an AI-powered content channel — no face, no fame needed.
⚠️ Register below to claim your place — RSVP is just the first step.
### [🔗 GET YOUR SPOT](https://aiventurelab.org/product/AiInfluencer?city=Toronto&groupurlname=bloom-literary-society-reading-circle&startgmtdatetime=2026-07-08T22:00:00Z)
---
What you'll create:
- A content system that grows on autopilot
- A faceless brand that runs without your time
- AI tools to generate, edit, and post content automatically
*AI creates. You earn.* ✨
Pottery Night: Clay, Creativity & Community
Pottery Night at Orkid Gallery! All tools included. No experience needed—just come create, connect & sip tea with us! 3-hour workshop.
Toronto Muslim Marriage Event (In-Person)
Please note you must buy the ticket here to register for the event. RSVPing on meetup doesn't count.
[https://www.eventbrite.com/e/toronto-muslim-marriage-event-in-person-tickets-664934215137?aff=meetup](https://www.eventbrite.com/e/toronto-muslim-marriage-event-in-person-tickets-664934215137?aff=oddtdtcreator&keep_tld=true)
Following our successful organization of Toronto's premier matrimonial event last year, we are delighted to announce our return. The event will be held in the Greater Toronto Area.
Meeting a suitable spouse has become a challenge with our busy lives and the lack of opportunities around us. Come and engage with single Muslims by being introduced to them through fun halal initiatives.
Join us for some fun and engaging discussion. Whatever your marital status - there is going to be some open discussion around marriage and relationships, which we hope will change your life and perceptions.
The event will have a mix of group activities and one-on-one conversations.
Interested Muslim men and women between the ages of 25- 45 are invited to attend matrimonial events for Muslim singles to find a suitable spouse!
*Please note that you may be photographed or video-recorded during the event. By joining the event, you consent to interview(s), photography, audio recording, video recording, and permission to use the material for advertising or other purposes.*
Here is the link to register for the event [https://www.eventbrite.com/e/toronto-muslim-marriage-event-in-person-tickets-664936742697?aff=meetup](https://www.eventbrite.com/e/toronto-muslim-marriage-event-in-person-tickets-664936742697?aff=meetup)
**FAQs:**
**Meeting Location?**
The meeting location will be shared only with the registered participants a few days before the event
**Tell me more about the organizer**
Right App is the largest organizer of online Muslim matrimonial events hosting more than 100 events annually.
**Can I Volunteer?**
Yes please email us
**I want to promote a service/product/media**
Sure, please get in touch.
**Can't attend?**
Instagram: [https://www.instagram.com/right_app/](https://www.instagram.com/1umatch/)
Please note you must buy the ticket here to register for the event. RSVPing on meetup doesn't count.
[https://www.eventbrite.com/e/toronto-muslim-marriage-event-in-person-tickets-664934215137?aff=meetup](https://www.eventbrite.com/e/toronto-muslim-marriage-event-in-person-tickets-664934215137?aff=meetup)
QA Under The Influence of AI | Toronto Meetup
**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.
Mobile User Experience Events Near You
Connect with your local Mobile User Experience community
IxDA Chat n Pancakes
You can sleep in on the Semiquincentennial (observed), we’re shifting to the following Friday.
But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to.
Thanks to the team at Nationwide of supporting the group.
AWS Columbus User Group - Topic to be announced
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
ServiceNow AI Deep Dive: Hands-On Learning Session
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!
Data & Analytics Wednesday - Learning from Everyday Data
**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)
Cocoaheads
We have moved to guild.host. Look us up there.
https://guild.host/events/buckeye-cocoaheads-rcavwd
Azure CBUS July
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/
Stop Guessing: How to Measure and Improve LLM Outputs
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.


























