Computational Linguistics

Venez apprécier l'ambiance chaleureuse d'une conversation en français autour d'un verre de vin et d'apéritifs à moitié prix. C'est ouvert à tous quelque soit votre niveau, que vous soyez débutant ou bien que le Français soit votre langue maternelle. It is irresistible, to enjoy French convo with half-priced appetizers, glass of wine and rail drinks. The Event is open to all levels of French language, from beginners to native fluency. ***GRAB A DRINK AND YOU ARE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.*** We have a tiny venue and we hit capacity often and early arrival is suggested. We have the discretion to decide entry. This is mainly a social for Intermediate/Advanced/Native Speakers. It is not as such to learn a language. Beginners, if you want to learn a language, reach out to us ([info@merevents.com](http://info@merevents.com/)). We have a school and will arrange you a class. ***AFTER THE HAPPY HOUR, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!***

Let us meet up for a language exchange. We will give out name tags. You write your name and what language you speak and what language you would like to exchange. ***GRAB A DRINK AND YOU ARE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.*** We have a tiny venue and we hit capacity often and early arrival is suggested. We have the discretion to decide entry. All languages are welcome! However we don't guarantee the availability of a partner in that particular language, you would like to exchange. HOW IT WORKS : We will try to assign tables for each represented languages and will direct attendees to their respective tables accordingly. All languages are welcome! However we don't guarantee the availability of a partner in that particular language, you would like to exchange. Rules to abide : 1. Event is free and 21+ (bring ID). 2. Be respectful to your counterparts and give them a chance to exchange with others as well. 3. We all are native speakers of one or two languages and be willing to help others and try to accommodate as much as possible. 4. If you don't speak the other person's required language, LEAVE THEM ALONE. 5. Rude or aggressive members are removed from the group at an organizers discretion. 6. This is a face-to-face language exchange event. DO NOT try to arrange an online meeting, by using the comment box or direct message. 7. Most of our members complained about people writing in the comment box. Since it sends notification to all attendees. If you have any questions, send a message to the organizers. Don't write in the comment box. 8. We have ZERO TOLERANCE for solicitation. We don't allow anyone to run their own agenda at the Event. If you are interested to promote/sponsor/collaborate; contact us via ([info@merevents.com](mailto:info@merevents.com)). 9. When you get there, we will greet you and take you to your respective group. 10. Don't be shy of your local languages. We have diplomates assigned to different countries, who would love to practice your languages. 11\. Be patient for the first 30 minutes\, up until we form your respective language group\. 12\. We will have a registration station and check you in\. 13\. This is mainly a social for Intermediate/Advanced/Native Speaker. It is not as such to learn a language. Beginners, if you want to learn a language, reach out to us (info@merevents.com). We have a school and will arrange you a class. ***AFTER THE EXCHANGE, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!***

Volunteers are needed at the Community Garage Sale, organized by the Arlington Civitans! **This event is both a volunteer opportunity and an important fundraiser for the Jaycees** \- the Civitans pay our organization for every volunteer hour\! On Friday night\, volunteers help with setup of the snack bar\, posting signage\, and other duties as needed\. This event is held on the **first weekend of each month** between April and November. (volunteers are also needed for cleanup on Saturday afternoon - see separate Meetup event) As a bonus, if you volunteer for at least 5 hours at the Civitans garage sales, you are eligible for a **FREE Arlington Jaycees Annual Membership**! The Garage Sale is held in the Parking Garage located behind Washington & Liberty High School. It is a **10 minute walk from the Ballston-MU metro station**. **Parking** is available on level A of the garage or on North 15th Street, between Quincy and Stafford Streets, and along Quincy Street. **Walk into the parking garage and proceed to the Level B** **concession stand** \-\- ask for Martin\, Cathy\, or Paul\. Make sure to sign in\. Please wear sturdy \(closed toe\) shoes\, and bring work gloves if you have them\. Also dress for the weather as this event takes place rain or shine\. Proceeds from the monthly garage sale (from sales at the concession stand and vendor fees) benefit the Arlington Civitans, a non-profit organization committed to helping people with developmental disabilities. For more information, visit the [Arlington Civitans](http://civitan.org/) website. \*\*You must be between 21 and 40 years old to qualify for membership in the Arlington Jaycees, but volunteers of all ages are welcome. ***The Arlington Jaycees*** *(part of Junior Chamber International) is the premier nonprofit in Arlington that provides young people (ages 21-40) with opportunities for personal & professional growth, business networking, community involvement and social engagement in the Arlington Community and worldwide. Our mission is **leadership development through community service**. Check out our website [www.arljaycees.org](https://arljaycees.org/) to learn more and to become a member of this amazing organization!*

We'll check out Caboose Commons: 2918 Eskridge Rd, Fairfax, VA 22031 This location is 15 min. walk to Dunn Loring metro station. And there are public parkings at Mosaic. Please have a picture profile so we can recognize you in the meetup. Please only sign up if you're sure about attending this meetup, and please update your RSVP as soon as possible if you need to cancel, thank you!

💫 Friday Night Singles Mixer at Lucky Strike – Tysons Corner 🎳🍸 🎶 Event Overview Looking to meet new people in person? Tired of swiping and ready for real conversations? Join us this Friday night for a high-energy singles mixer designed to help you meet new people, socialize, and make real connections — all inside one of the most fun venues in the DMV. 💬 Most people come solo — so you won’t be the only one 🔥 Past events have filled up quickly — early RSVP is highly recommended Whether you're new to the area, expanding your social circle, or open to meeting someone special — this is one of the best ways to connect in a relaxed but social environment. 👀 Who This Event Is For • Singles ages 20s–40s in the DMV area • Professionals, creatives, and social individuals • People tired of dating apps and looking for real interactions • Anyone open to meeting new people in a fun, relaxed environment 📍 Location Lucky Strike – Tysons Corner Galleria 2001 International Dr, Tysons, Virginia 🕐 Time Friday • 7:30 PM – 9:30 PM 🔥 Arrive at 7:30 PM for the best experience — this is when most guests check in and the event kicks off 🎯 Early arrivals get the best opportunities to meet the most people 🍸 The Atmosphere Friday night. Stylish crowd. Great music. Craft cocktails. High-energy vibe. Lucky Strike offers a vibrant lounge environment — upscale but playful — with bowling, bar games, and lounge areas that make it easy to break the ice naturally. This isn’t a quiet or awkward event — it’s a real Friday night out with real energy. 💬 How the Event Works This event is designed as a social mixer first, where attendees can move freely, meet naturally, and enjoy the night at their own pace. 👉 In addition, we offer optional structured speed dating rounds throughout the evening for those who want more intentional one-on-one conversations. You can: • Mingle freely throughout the venue • Join optional speed dating rounds • Meet multiple people in a relaxed environment • Have conversations at your own pace This hybrid format gives you the best of both worlds — ✨ Organic connections + structured introductions 💡 How to Get the Most Out of the Event • Arrive at 7:30 PM — this is when the event starts and energy builds fast • Be open and introduce yourself — everyone is there to meet people • Don’t overthink it — just have fun and be yourself 🎟 Ticket Options 🟢 General Admission(FREE FOR FEMALES ONLY) Includes: • Entry to the singles mixer • Open mingling with attendees • Access to the full social atmosphere ⚠️ This event has reached capacity in the past — RSVP early MEN MUST PURCHASE EVENTBRITE LINK TO ATTEND! [https://www.eventbrite.com/e/friday-night-singles-dating-mixer-lucky-strike-tysons-corner-va-tickets-1989738262706](Eventbrite LINK) 💙 VIP Speed Dating Experience – $25 (Most Popular) Includes: • Access to optional speed dating rounds • Guaranteed one-on-one conversations • Priority participation in curated rounds ⚠️ Speed dating spots are limited and may fill up in advance. Perfect for singles who want more intentional, high-quality introductions. ✨ Elite Matchmaking Pass – $40 Includes: • Everything in VIP • Personalized introductions when possible • Priority placement in curated matches • Enhanced interaction opportunities Ideal for singles looking for a more intentional dating experience. 👑 Diamond Concierge Pass – $97 (Limited Availability) Includes: • Everything in Elite Matchmaking • Concierge-style introductions throughout the evening • Strategic placement with top matches • Post-event connection follow-up For singles serious about real connection. ⚖️ Balanced Experience We aim to maintain a balanced ratio of men and women for the best possible experience. 🤝 Volunteer Social Hosts We’re always looking for a few friendly, outgoing volunteers to help welcome guests and spark conversations. Benefits include: • Meeting many attendees throughout the night • Helping facilitate introductions • Becoming one of the most social people at the event • Complimentary access to a future event 📩 dmvdatingroup@gmail.com ⚠️ Important Event Notes This event is designed to create a fun and social environment for meeting new people. While we provide both open mingling and optional structured introductions, connections ultimately depend on participation and engagement. 🚫 Refund Policy Tickets are non-refundable once the event has started or if you attend the event. 📌 Disclaimer This event is a social mixer designed to create opportunities to meet new people. The organizer cannot guarantee specific matches or connections. 🔥 Final Note Come ready to meet new people, have fun, and enjoy the energy of a Friday night out. 💫 The more open and social you are, the more you’ll get out of the experience.

It is irresistible, to enjoy a Spanish and Portuguese convo with appetizers, glass of wine and rail drinks. ***GRAB A DRINK AND YOU ARE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.*** We have a tiny venue and we hit capacity often and early arrival is suggested. We have the discretion to decide entry. HOW IT WORKS : We will try to assign tables for each represented languages and will direct attendees to their respective tables accordingly. Rules to abide : 1. Event is free and 21+ (bring ID). 2. Be respectful to your counterparts and give them a chance to exchange with others as well. 3. We all are native speakers of one or two languages and be willing to help others and try to accommodate as much as possible. 4. If you don't speak the other person's required language, LEAVE THEM ALONE. 5. Rude or aggressive members are removed from the group at an organizers discretion. 6. This is a face-to-face language exchange event. DO NOT try to arrange an online meeting, by using the comment box or direct message. 7. Most of our members complained about people writing in the comment box. Since it sends notification to all attendees. If you have any questions, send a message to the organizers. Don't write in the comment box. 8. We have ZERO TOLERANCE for solicitation. We don't allow anyone to run their own agenda at the Event. If you are interested to promote/sponsor/collaborate; contact us via ([info@merevents.com](http://info@merevents.com)). 9. When you get there, we will greet you and take you to your respective group. 10. Don't be shy of your local languages. We have diplomates assigned to different countries, who would love to practice your languages. 11\. Be patient for the first 30 minutes\, up until we form your respective language group\. 12\. We will have a registration station and check you in\. 13\. This is mainly a social for Intermediate/Advanced/Native Speakers\. It is not as such to learn a language\. Beginners\, if you want to learn a language\, reach out to us \(info@merevents\.com\)\. We have a school and will arrange you a class\. ***AFTER THE EXCHANGE, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!***

Boost your French in a friendly, social evening, intermediate to native, with wine and bites to spark real conversations and connections. Venez apprécier l'ambiance chaleureuse d'une conversation en français autour d'un verre de vin et d'apéritifs. C'est ouvert à tous quelque soit votre niveau, que vous soyez intermédiaire/avancé ou bien que le Français soit votre langue maternelle. ***GRAB A DRINK AND YOU WILL BE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.*** We have a tiny venue and we hit capacity often and early arrival is suggested. We have the discretion to decide entry. It is irresistible, to enjoy French convo with a glass of wine, appetizers and drinks. The Event is open to all levels of French language, from intermediate to native fluency. This is mainly a social for Intermediate/Advanced/Native Speakers. It is not as such to learn a language. Beginners, if you want to learn a language, reach out to us ([info@merevents.com](http://info@merevents.com/)). We have a school and will arrange you a class. ***AFTER THE HAPPY HOUR, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!***

Come exchange Asian Languages that you speak! ***GRAB A DRINK AND YOU WILL BE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.*** We have a tiny venue and we hit capacity often and early arrival is suggested. We have the discretion to decide entry. We will assign tables for represented languages. All languages are welcome! However we don't guarantee the availability of a partner in that particular language, you would like to exchange. As you all remember well, this event used to bring out hundreds of people every week. However, it was discontinued last year for obvious reasons and we couldn't gather that many people now, because of restrictions. Hence, we are downsizing and caping the number of attendees. We have super limited spots and advance ticket purchase is required. ***AFTER THE HAPPY HOUR, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!*** HOW IT WORKS : We will try to assign tables for each represented languages and will direct attendees to their respective tables accordingly. All languages are welcome! However we don't guarantee the availability of a partner in that particular language, you would like to exchange. Rules to abide : 1. Event is free and 21+ (bring ID). 2. Be respectful to your counterparts and give them a chance to exchange with others as well. 3. We all are native speakers of one or two languages and be willing to help others and try to accommodate as much as possible. 4. If you don't speak the other person's required language, LEAVE THEM ALONE. 5. Rude or aggressive members are removed from the group at an organizers discretion. 6. This is a face-to-face language exchange event. DO NOT try to arrange an online meeting, by using the comment box or direct message. 7. Most of our members complained about people writing in the comment box. Since it sends notification to all attendees. If you have any questions, send a message to the organizers. Don't write in the comment box. 8. We have ZERO TOLERANCE for solicitation. We don't allow anyone to run their own agenda at the Event. If you are interested to promote/sponsor/collaborate; contact us via (info@merevents.com). 9. When you get there, we will greet you and take you to your respective group. 10. Don't be shy of your local languages. We have diplomates assigned to different countries, who would love to practice your languages. 11\. Be patient for the first 30 minutes\, up until we form your respective language group\. 12\. We will have a registration station and check you in\. You ought to have register on Meetup for a free entry\. Otherwise\, you will be subject to a cover charge\. 11. 13\. This is mainly a social for Intermediate/Advanced/Native Speaker\. It is not as such to learn a language\. Beginners\, if you want to learn a language\, reach out to us \(info@merevents\.com\)\. We have a school and will arrange you a class\. 12.

Let us celebrate America's birthday in a grand style and have a Costume competition. Gryphon is gracious as usual and give us gift cards, which can be used for a bite/booze. We will award the three best costumes. They have to be Patriotic, Sexy and Creative. 1st Prize - $ 50 2nd Pize - $ 25 3rd Prize - I will buy one middle shelf drink Our hosting team will announce the winners around 8 pm~ish. Make it difficult for us to select! http://photos2.meetupstatic.com/photos/event/9/b/9/b/600_436539835.jpeg http://photos2.meetupstatic.com/photos/event/9/e/2/8/600_450340488.jpeg http://photos2.meetupstatic.com/photos/event/9/e/3/6/600_450340502.jpeg We have specials, just for our group. The Gryphon make me feel loved and honored, by naming, one of my favorite cocktails, after me - MER-Tini:) It will be one of the featured cocktails. We booked the whole bar area for this party. http://photos4.meetupstatic.com/photos/event/b/0/8/8/600_436665192.jpeg METRO & PARKING INFO The Gryphon is half a block from Dupont Circle Metro Station. Please take the 'Dupont South' exit. Check it on http://www.wmata.com/ and plan accordingly. Street parking might be difficult. However, if you plan to drive, there is a PMI Parking Garage (1725 Desales St. NW, Washington DC 20036), $ 20 for 12 hours. It is a 24 hour and 7 days garage.

Hey Poetry Lovers! This group is on a roll. Here’s the gist: We meet at the **Capital One Café in Chinatown** from **12pm - 2pm** every other week. For enrichment, we start by reading and reflecting on a **“published poem”**, suggested by someone in the group. No advance preparation is necessary. But feel free to check out some of the poems we’ve read [here](https://docs.google.com/spreadsheets/d/e/2PACX-1vSyE_wCLQCPHRrKmN5F9tOIeeRQUZESxjRXGVBoCF2uU8Gm0_d0uECiCBCQXEy6ksxfsBOhtRIOpW3T/pubhtml?gid=0&single=true&widget=true&headers=false%22%3E%3C/iframe%3E). Or submit suggestions for future meetings [here](https://docs.google.com/forms/d/e/1FAIpQLSexGc2Z2Kp6bZW0D3_hfJ7NUUkfNHf7TXX-43FglCeBd9EF2Q/viewform?usp=send_form). Next, we **share our work and offer feedback**. Depending on attendance, everyone gets \~10 minutes to use as they like. (No need to share, though; you’re welcome to come even if you prefer just to listen.) We maintain a **Discord server** to help share our work and communicate outside our bi-weekly meet-ups. If you haven’t used Discord before, take a moment to download it and create an account before arriving. When we meet you on Saturday, we will add you to our server, the “DC Poetry Workshop”, and can help you navigate the app if you have questions. Finally, if you plan on sharing a poem, consider how you will do so. Some options include: * Print 5-10 copies to distribute in person * Take and share screenshots in the Discord chat. * Copy the poem into a google doc, change sharing settings to “anyone with link”, and copy the google doc link into the Discord chat. Most importantly, we’re excited to meet you! Catch you on Saturday, Diego / Ian / Cayden / Nate / Otasha / Lia / An

Let us meet up for a language exchange. We will give out name tags. You write your name and what language you speak and what language you would like to exchange. ***GRAB A DRINK AND YOU ARE ALL SET TO FLEX YOUR LANGUAGE CAPACITY. YOU NEED TO GET AT LEAST A DRINK OR FOOD :) To get the event going and show support. We know that you like our events. P.S. : We have non-alcoholic drinks as well.*** We have a tiny venue and we hit capacity often and early arrival is suggested. We have the discretion to decide entry. All languages are welcome! However we don't guarantee the availability of a partner in that particular language, you would like to exchange. HOW IT WORKS : We will try to assign tables for each represented languages and will direct attendees to their respective tables accordingly. All languages are welcome! However we don't guarantee the availability of a partner in that particular language, you would like to exchange. Rules to abide : 1. Event is free and 21+ (bring ID). 2. Be respectful to your counterparts and give them a chance to exchange with others as well. 3. We all are native speakers of one or two languages and be willing to help others and try to accommodate as much as possible. 4. If you don't speak the other person's required language, LEAVE THEM ALONE. 5. Rude or aggressive members are removed from the group at an organizers discretion. 6. This is a face-to-face language exchange event. DO NOT try to arrange an online meeting, by using the comment box or direct message. 7. Most of our members complained about people writing in the comment box. Since it sends notification to all attendees. If you have any questions, send a message to the organizers. Don't write in the comment box. 8. We have ZERO TOLERANCE for solicitation. We don't allow anyone to run their own agenda at the Event. If you are interested to promote/sponsor/collaborate; contact us via (info@merevents.com). 9. When you get there, we will greet you and take you to your respective group. 10. Don't be shy of your local languages. We have diplomates assigned to different countries, who would love to practice your languages. 11\. Be patient for the first 30 minutes\, up until we form your respective language group\. 12\. We will have a registration station and check you in\. 13\. This is mainly a social for Intermediate/Advanced/Native Speaker\. It is not as such to learn a language\. Beginners\, if you want to learn a language\, reach out to us \(info@merevents\.com\)\. We have a school and will arrange you a class\. Also\, if you are a native speaker and would like to teach your language\, apply by email\, we are hiring\. ***AFTER THE EXCHANGE, WE HIT THE DANCE FLOOR! BRING YOUR DANCING SHOES, WE WILL DANCE THE NIGHT AWAY!***

Volunteers are needed at the Community Garage Sale organized by the Arlington Civitans! **This event is both a volunteer opportunity and an important fundraiser for the Jaycees** \- the Civitans pay our organization for every volunteer hour\! Volunteers assist in tear\-down and clean\-up after the sale ends\, starting at 1pm \(volunteers are also needed for setup on Friday night \- see separate Meetup event\)\. If you can't stay the whole time\, that's OK\! Any time you can contribute is appreciated\. This event is held on the first Saturday of each month between April and November\. As a bonus, if you volunteer for at least 5 hours at the Civitans garage sales, you are eligible for a **FREE Arlington Jaycees Annual Membership**! The Garage Sale is held in the Parking Garage located behind Washington & Liberty High School. It is a **10 minute walk from the Ballston-MU metro station**. **Parking** is available on level A of the garage or on North 15th Street, between Quincy and Stafford Streets, and along Quincy Street. **Walk into the parking garage and proceed to the Level B** **concession stand** \-\- ask for Martin\, Cathy\, or Paul\. Make sure to sign in\. Please wear sturdy \(closed toe\) shoes\, and bring work gloves if you have them\. Also dress for the weather as this event takes place rain or shine\. Proceeds from the monthly garage sale (from sales at the concession stand and vendor fees) benefit the Arlington Civitans, a non-profit organization committed to helping people with developmental disabilities. For more information, visit the [Arlington Civitans](http://civitan.org/) website. \*\*You must be between 21 and 40 years old to qualify for membership in the Arlington Jaycees, but volunteers of all ages are welcome. ***The Arlington Jaycees*** *(part of Junior Chamber International) is the premier nonprofit in Arlington that provides young people (ages 21-40) with opportunities for personal & professional growth, business networking, community involvement and social engagement in the Arlington Community and worldwide. Our mission is **leadership development through community service**. Check out our website [www.arljaycees.org](https://arljaycees.org/) to learn more and to become a member of this amazing organization!*

**NOTE:** This group will be transitioning to a new platform next month. You can access the new site here: https://luma.com/pa5qj2af. You can also register below for the July event. **大家好**！Let's get together and have a casual chat for all levels of Chinese from beginner to native speakers. 大家都欢迎参加我们的聚会！ Please join us on **Sunday, July 5, 2026** at **10 AM** at The Roost on Capitol Hill located at **1401 Pennsylvania Ave SE, Washington, DC 20003**. The Roost is a 2-minute walk from the Potomac Avenue Metro Station (Blue / Orange / Silver). If you live nearby, you can reach this destination by bicycle in 5-10 minutes. The neighborhood near The Roost has free two-hour street parking. **We will meet in the seating area located behind the bar called "Show of Hands"** (it is located to your left when you enter through the front doors). Table signs will be placed on the tables so that you can easily find us. We encourage you to order coffee or brunch while you enjoy chit chatting with other Chinese speakers and learners. Coffee or brunch can be ordered by using the QR code on the table, and a server will conveniently bring your order to you. **SAVE THE DATE!** Below are the expected dates in 2026, but additional dates may also be scheduled: August 9, 2026 September 13, 2026 October 18, 2026 November 8, 2026 November 29, 2026 - NEW DATE (I'm in China the month of December)

Greetings from the capital! Every Saturday at 7:30 PM, people from all walks of life — students, diplomats, travelers, locals — gather to unwind and connect. [[Click this whatsapp groupchat link to join](https://chat.whatsapp.com/JFESzopY1OgJ5z4r3RINfL)] Our age range is mostly 20s to 30s. If you enjoy discussing culture, politics, travel, or just want to practice a new language, this group is for you. A perfect blend of diversity and dialogue, right in the heart of D.C.

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

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

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.

This presentation will be by Ben Iten, humanist chaplain and HCCO Board Member. Speaking on expressing Humanism values in American democracy. This meetings will be hybrid. You can meet us in-person or attend online. The formal presentation will start at noon. Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk. The Humanist Monthly Program is our longest running event and still a community favorite. In the old days it used to be called "Going to HCCO" and we still like to think of it as our flagship event. Join Zoom Meeting [https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1) Meeting ID: 878 3656 4953 Passcode: 760812 One tap mobile +19292056099,,87836564953#,,,,\*760812# US (New York) +13017158592,,87836564953#,,,,\*760812# US (Washington DC)

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

You can sleep in on the Sesquicentennial (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.

**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