Knowledge Sharing

**Let’s welcome summer with color, creativity, and a little fun.** Bring an old glass bottle and give it a new life while chatting and meeting new friends. Join us for a relaxing afternoon enjoying easy painting, conversations and good coffee. **No art experience needed**. Painting materials will be provided. **Just bring a clean glass bottle, jar, or vase** that you’d like to paint and your happy self 😊

You're welcome to join us for our film club featuring classic movies from all decades! After the screening, we'll gather somewhere nearby to discuss the film and share our appreciation for the art of cinema. -- This time our featured film is Ryan Coogler's Creed (yes, that's the weird sequel to Rocky), screening for free at Malja Outdoor Cinema: > ***Creed*** is a 2015 American [sports](https://en.wikipedia.org/wiki/Sports_film "Sports film") [drama film](https://en.wikipedia.org/wiki/Drama_(film_and_television) "Drama (film and television)") directed by [Ryan Coogler](https://en.wikipedia.org/wiki/Ryan_Coogler "Ryan Coogler"), who co-wrote the screenplay with [Aaron Covington](https://en.wikipedia.org/wiki/Aaron_Covington "Aaron Covington"). It is the seventh installment in the *[Rocky](https://en.wikipedia.org/wiki/Rocky_(franchise) "Rocky (franchise)")*[ franchise](https://en.wikipedia.org/wiki/Rocky_(franchise) "Rocky (franchise)"), and serves as a [spin-off](https://en.wikipedia.org/wiki/Spin-off_(media) "Spin-off (media)")/[sequel](https://en.wikipedia.org/wiki/Standalone_sequel "Standalone sequel") to *[Rocky Balboa](https://en.wikipedia.org/wiki/Rocky_Balboa_(film) "Rocky Balboa (film)")* (2006). It stars [Michael B. Jordan](https://en.wikipedia.org/wiki/Michael_B._Jordan "Michael B. Jordan"), [Sylvester Stallone](https://en.wikipedia.org/wiki/Sylvester_Stallone "Sylvester Stallone"), [Tessa Thompson](https://en.wikipedia.org/wiki/Tessa_Thompson "Tessa Thompson"), [Phylicia Rashad](https://en.wikipedia.org/wiki/Phylicia_Rashad "Phylicia Rashad"), [Tony Bellew](https://en.wikipedia.org/wiki/Tony_Bellew "Tony Bellew"), and [Graham McTavish](https://en.wikipedia.org/wiki/Graham_McTavish "Graham McTavish"). In the film, amateur boxer [Adonis Creed](https://en.wikipedia.org/wiki/Adonis_Creed "Adonis Creed") (Jordan) is trained and mentored by [Rocky Balboa](https://en.wikipedia.org/wiki/Rocky_Balboa "Rocky Balboa") (Stallone), the former rival turned friend of Adonis' father, [Apollo Creed](https://en.wikipedia.org/wiki/Apollo_Creed "Apollo Creed"). > *Creed* had its premiere on November 19, 2015, at the [Regency Village Theater](https://en.wikipedia.org/wiki/Regency_Village_Theater "Regency Village Theater") in Los Angeles and was released in the United States on November 25, by [Warner Bros. Pictures](https://en.wikipedia.org/wiki/Warner_Bros._Pictures "Warner Bros. Pictures"), to coincide with the 40th anniversary of the date of the opening scene in the [first film](https://en.wikipedia.org/wiki/Rocky "Rocky"). It grossed $174.1 million worldwide and received widespread acclaim from critics[\[13\]](https://en.wikipedia.org/wiki/Creed_(film)#cite_note-13) who praised Coogler's direction, the screenplay, and acting performances. Among its accolades, it was selected by [National Board of Review](https://en.wikipedia.org/wiki/National_Board_of_Review "National Board of Review") as one of the [top ten films of 2015](https://en.wikipedia.org/wiki/National_Board_of_Review_Awards_2015#Top_10_Films "National Board of Review Awards 2015"), while Stallone won the [National Board of Review Award for Best Supporting Actor](https://en.wikipedia.org/wiki/National_Board_of_Review_Award_for_Best_Supporting_Actor "National Board of Review Award for Best Supporting Actor"), the [Critics' Choice Award for Best Supporting Actor](https://en.wikipedia.org/wiki/Broadcast_Film_Critics_Association_Award_for_Best_Supporting_Actor "Broadcast Film Critics Association Award for Best Supporting Actor"), and [Golden Globe Award for Best Supporting Actor in a Motion Picture](https://en.wikipedia.org/wiki/Golden_Globe_Award_for_Best_Supporting_Actor_%E2%80%93_Motion_Picture "Golden Globe Award for Best Supporting Actor – Motion Picture"), and was nominated for the [Academy Award for Best Supporting Actor](https://en.wikipedia.org/wiki/Academy_Award_for_Best_Supporting_Actor "Academy Award for Best Supporting Actor"). The film was followed by *[Creed II](https://en.wikipedia.org/wiki/Creed_II "Creed II")* (2018) and *[Creed III](https://en.wikipedia.org/wiki/Creed_III "Creed III")* (2023). The film is the first film in the franchise to have been produced by Stallone. This screening is free, so just show up and sit down to enjoy the movie with us. In case of rain, the movie will be screening inside the restaurant.

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

Come join us for a padel session in Helsinki! No need to be good at it — this is more about moving a bit, laughing, and meeting new people. We’ll play some casual games, switch partners if needed, and keep it friendly. Beginners are very welcome. After the game, we can sit, grab coffee, or something small nearby if people feel like staying longer. Bring indoor shoes, water, and comfortable clothes. Come alone or with a friend, both are totally fine! 🎾 Join our WhatsApp group for padel here: https://chat.whatsapp.com/Ekwau7jlD1A1OdKmorbIVb?mode=gi_t

We are glad to invite you for this concert, that combines music and meditation Will take place in Blue House Cafe in Kilo Espoo. We are goin to have two concerts one starting at 13:00 and another starting at 15:00 Everyone is welcome and free event

You're welcome to join us for our film club featuring classic movies from all decades! After the screening, we'll gather somewhere nearby to discuss the film and share our appreciation for the art of cinema. -- This time our featured film is Ryan Coogler's Creed (yes, that's the weird sequel to Rocky), screening for free at Malja Outdoor Cinema: > ***Creed*** is a 2015 American [sports](https://en.wikipedia.org/wiki/Sports_film "Sports film") [drama film](https://en.wikipedia.org/wiki/Drama_(film_and_television) "Drama (film and television)") directed by [Ryan Coogler](https://en.wikipedia.org/wiki/Ryan_Coogler "Ryan Coogler"), who co-wrote the screenplay with [Aaron Covington](https://en.wikipedia.org/wiki/Aaron_Covington "Aaron Covington"). It is the seventh installment in the *[Rocky](https://en.wikipedia.org/wiki/Rocky_(franchise) "Rocky (franchise)")*[ franchise](https://en.wikipedia.org/wiki/Rocky_(franchise) "Rocky (franchise)"), and serves as a [spin-off](https://en.wikipedia.org/wiki/Spin-off_(media) "Spin-off (media)")/[sequel](https://en.wikipedia.org/wiki/Standalone_sequel "Standalone sequel") to *[Rocky Balboa](https://en.wikipedia.org/wiki/Rocky_Balboa_(film) "Rocky Balboa (film)")* (2006). It stars [Michael B. Jordan](https://en.wikipedia.org/wiki/Michael_B._Jordan "Michael B. Jordan"), [Sylvester Stallone](https://en.wikipedia.org/wiki/Sylvester_Stallone "Sylvester Stallone"), [Tessa Thompson](https://en.wikipedia.org/wiki/Tessa_Thompson "Tessa Thompson"), [Phylicia Rashad](https://en.wikipedia.org/wiki/Phylicia_Rashad "Phylicia Rashad"), [Tony Bellew](https://en.wikipedia.org/wiki/Tony_Bellew "Tony Bellew"), and [Graham McTavish](https://en.wikipedia.org/wiki/Graham_McTavish "Graham McTavish"). In the film, amateur boxer [Adonis Creed](https://en.wikipedia.org/wiki/Adonis_Creed "Adonis Creed") (Jordan) is trained and mentored by [Rocky Balboa](https://en.wikipedia.org/wiki/Rocky_Balboa "Rocky Balboa") (Stallone), the former rival turned friend of Adonis' father, [Apollo Creed](https://en.wikipedia.org/wiki/Apollo_Creed "Apollo Creed"). > *Creed* had its premiere on November 19, 2015, at the [Regency Village Theater](https://en.wikipedia.org/wiki/Regency_Village_Theater "Regency Village Theater") in Los Angeles and was released in the United States on November 25, by [Warner Bros. Pictures](https://en.wikipedia.org/wiki/Warner_Bros._Pictures "Warner Bros. Pictures"), to coincide with the 40th anniversary of the date of the opening scene in the [first film](https://en.wikipedia.org/wiki/Rocky "Rocky"). It grossed $174.1 million worldwide and received widespread acclaim from critics[\[13\]](https://en.wikipedia.org/wiki/Creed_(film)#cite_note-13) who praised Coogler's direction, the screenplay, and acting performances. Among its accolades, it was selected by [National Board of Review](https://en.wikipedia.org/wiki/National_Board_of_Review "National Board of Review") as one of the [top ten films of 2015](https://en.wikipedia.org/wiki/National_Board_of_Review_Awards_2015#Top_10_Films "National Board of Review Awards 2015"), while Stallone won the [National Board of Review Award for Best Supporting Actor](https://en.wikipedia.org/wiki/National_Board_of_Review_Award_for_Best_Supporting_Actor "National Board of Review Award for Best Supporting Actor"), the [Critics' Choice Award for Best Supporting Actor](https://en.wikipedia.org/wiki/Broadcast_Film_Critics_Association_Award_for_Best_Supporting_Actor "Broadcast Film Critics Association Award for Best Supporting Actor"), and [Golden Globe Award for Best Supporting Actor in a Motion Picture](https://en.wikipedia.org/wiki/Golden_Globe_Award_for_Best_Supporting_Actor_%E2%80%93_Motion_Picture "Golden Globe Award for Best Supporting Actor – Motion Picture"), and was nominated for the [Academy Award for Best Supporting Actor](https://en.wikipedia.org/wiki/Academy_Award_for_Best_Supporting_Actor "Academy Award for Best Supporting Actor"). The film was followed by *[Creed II](https://en.wikipedia.org/wiki/Creed_II "Creed II")* (2018) and *[Creed III](https://en.wikipedia.org/wiki/Creed_III "Creed III")* (2023). The film is the first film in the franchise to have been produced by Stallone. This screening is free, so just show up and sit down to enjoy the movie with us. In case of rain, the movie will be screening inside the restaurant.

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

Come join us for a padel session in Helsinki! No need to be good at it — this is more about moving a bit, laughing, and meeting new people. We’ll play some casual games, switch partners if needed, and keep it friendly. Beginners are very welcome. After the game, we can sit, grab coffee, or something small nearby if people feel like staying longer. Bring indoor shoes, water, and comfortable clothes. Come alone or with a friend, both are totally fine! 🎾 Join our WhatsApp group for padel here: https://chat.whatsapp.com/Ekwau7jlD1A1OdKmorbIVb?mode=gi_t

**HOW TO FIND US** **Outdoors** ☀️🌻: We meet every Sunday at 15:00 in the Töölönlahti Park, opposite the entrance to Pikku-Finlandia. If you’re walking from Oodi, pass the playground with the big swings and the volleyball court. On the left, you’ll find us in the area with benches, hammocks, and yellow chairs. **Indoors** ⛈️ 🥶: When it's cold or rainy we move to the top floor of the Oodi Library, on the stairs opposite the children’s area. **To everyone who has already participated in our meetups:** We want to make it as easy as possible for newcomers to find us, whether we're meeting outdoors or indoors. If you have any suggestions for how we could improve these directions or make our meeting spots easier to find, we'd greatly appreciate a message. It's a good idea to **keep your sketchbook visible** so others can easily recognize that you're there for the sketching meetup. **HOW IT WORKS** At each meetup, attendees take turns being the model for a quick **10-minute sketch session**. One person poses, everyone else sketches, then we rotate. Attendance varies considerably from week to week. Some Sundays attract a larger group, while on others only a handful of people may attend. **Occasionally, nobody may show up at all.** The organizer is currently not based in Helsinki and does not attend the meetups, so the gathering is entirely community-driven. For this reason, we encourage everyone to participate with an open mind and flexible expectations. Whether you spend the afternoon sketching with many people, just a few, or simply enjoying some focused drawing time on your own, we hope you'll embrace the experience as it is. **WHAT TO BRING** Pencils and paper (or any sketching tools you like). It’s encouraged to bring some props to make drawings more varied and playful. 👘👒💐🍍🫖🏸🤿🎭🎺🔮🧸📣 No fees, no pressure. The only thing we ask is that everyone takes a turn posing for the group. You can sit however feels comfortable for you. We encourage people to experiment with different poses from round to round to keep the drawings interesting, but this isn't a yoga session - there's no expectation to do anything difficult or uncomfortable. ☺️ Draw as much as you like, skip a round if you're tired or just want to chat, and leave whenever it suits you. The event continues as long as there's interest. **STAYING CONNECTED** Anyone who has attended at least one meetup is welcome to join our WhatsApp group. If you’d like to be added, just ask around at the meetup - several community members can approve new participants, and there’s usually at least one of them present. Alternatively, send us a message with your phone number (including the country code) and a photo proving that you attended a meetup. This measure helps prevent spam and advertising in the WhatsApp group. **SOCIAL MEDIA** Curious about our work? 👉 instagram.com/sketchy.collective If you’d like to share your drawings from the meetup, you can send them on WhatsApp group or use the Instagram collab function. We warmly encourage everyone to share their work and take part in building our international sketching gallery - together with artists from all the cities where Sketchy Collective meetups are organized. **PHOTO CONSENT** Photos may be taken during the meetup and shared on our social media. If you don’t want to appear in photos, just let the photographer know. If you’re taking photos, please make sure people know about it and can choose whether they want to be included or not. **If you share a group photo in our WhatsApp group, we'll assume you've already checked that everyone in the photo is happy to be photographed and has agreed that the photo may be shared on our social media.**

【IMPORTANT SUMMARY】 * The purpose of social games is to know some people, do some exercise and enjoy the games together with others. Winning and getting points is not the focus of this session. Please play with consideration to your opponents' level. * Please purchase your slot through this link [https://7538e9.myshopify.com/](https://7538e9.myshopify.com/) 【SIGN-UP SYSTEM】 * Please sign up and pay through this link. [https://7538e9.myshopify.com/products/social-game](https://7538e9.myshopify.com/products/social-game) * We don't use the signup system on Meetup.com anymore. (Neither the waiting list) * It says this event is full on this meetup page, because I didn't open any slots here for you to sign up. You have to check this [sign-up page](https://7538e9.myshopify.com/products/social-game) to see if there is still a slot available there. * The background of using an external sign-up and payment system is because Meetup.com introduced a service fee to increase 21% of the fee in May 2023, and we want to reduce this cost. 【FEE and REFUND POLICY】 * Fee includes courts and plastic shuttles. Please sign up and pay before you come. NO refund if you do not cancel until 48 hours before the event. * Racket: bring one or rent one at the counter. * You can put a comment to sell your slot after the deadline of refund, or sell your slot in our whatsapp group. * No matter the reason is sickness, accident or anything, the group or I will not afford the cost caused by your absence. * Of course you CAN'T ask me, "Can I sign up for free for next week because I didn't come to use my slot this week?". Please remember, the court booked for you was there and it costs money. The court doesn't simply become "free of charge", just because you didn't come to use it. 【COMMUNICATION】 * Communication: our whatsapp group [https://chat.whatsapp.com/JJQbJlisbcj5YDnlcSu347](https://chat.whatsapp.com/JJQbJlisbcj5YDnlcSu347) * There are too many spams, so I only accept +358 number to join whatsapp group. Numbers from other countries will all be rejected. 【OTHERS】 * Please always keep 1 meter away from those courts where people are playing. Never step into the corners of other courts! If I see you do this, I probably will yell at you! * If you have some questions, you can put your questions in the comments on the event page. People will respond. * We play double games to 21 points. After each game, please let those who are waiting to play. Feel free to play with whoever you want, but please avoid playing with the same people all the time. * If you are new to badminton, please Google basic badminton rules in advance. Serve rules, double rules and point counting rules. You are always welcome to ask anyone in our group. Most of our members are more than happy to help you. * Badminton activity is organized for non-profit purpose, but I take a small fee for my work. * Want to restring your racket? I can do restring for you. €24 including the string. Please get contact with Ken. [https://drive.google.com/file/d/1XdBBBKBmsHqvMyI7t1MttqOxwX8rs7vQ/view?usp=sharing](https://drive.google.com/file/d/1XdBBBKBmsHqvMyI7t1MttqOxwX8rs7vQ/view?usp=sharing) * [https://www.meetup.com/Helsinki-Badminton-Meetup/](https://www.meetup.com/Helsinki-Badminton-Meetup/) * You want to pay with your sport card or voucher? check the bottom of the page. Click "read more" * https://www.meetup.com/Helsinki-Badminton-Meetup/[https://www.meetup.com/Helsinki-Badminton-Meetup/](https://www.meetup.com/Helsinki-Badminton-Meetup/)

Join us for a relaxed badminton session followed by coffee or drinks nearby. No need to be an advanced player. The goal is to stay active, have fun, and meet new people. Bring: * Indoor shoes * Water bottle * Racket (if you have one) Join our group community on WhatsApp: https://chat.whatsapp.com/BH5hev3E95IGN2Q0aSBeEl?mode=gi_t

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!

Hi everyone! We're Jared and Petria Walker, local real estate investors based in Columbus, Ohio, with a passion for short-term rentals and hospitality. We're looking to start a casual monthly Columbus-area meetup for entrepreneurs, investors, real estate professionals, and anyone interested in short-term rentals to share ideas, discuss market trends, learn from one another, and build meaningful relationships. Whether you're just getting started or have years of experience, we'd love to connect, collaborate, and grow together. We believe some of the best opportunities begin with great conversations. See you soon!

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.

**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)

📈 **Win on Prediction Markets – Polymarket Masterclass** Learn to read and win prediction markets consistently. Data-driven and repeatable. ⚠️ Register below to confirm — RSVP is not your ticket in. ### [🔗 REGISTER NOW](https://aiventurelab.org/product/Polymarket?city=Columbus&groupurlname=the-book-lovers-journey-discussion-group&startgmtdatetime=2026-07-07T22:00:00Z) --- What you'll learn: - Risk management techniques for prediction markets - The edge that separates profitable traders from the rest - How to read market signals others miss *The forecasters who win have a system. Get yours.* 🎯

## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL

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.