Hyperledger Fabric

Traer mat y buena onda

**Meetup #1 · AI AWS UG Chile** ¡Lanzamos AI AWS User Group Chile! 🚀 Te invitamos a nuestro primer meetup, un espacio para reunir a builders, developers, profesionales, estudiantes y personas curiosas por aprender, construir y compartir experiencias alrededor de inteligencia artificial en AWS. La idea de este primer encuentro es conocernos, presentar la comunidad y abrir un espacio para conversar sobre cómo podemos aprender, experimentar y construir soluciones de inteligencia artificial dentro del ecosistema AWS. *Los temas de las charlas y speakers serán anunciados próximamente.* **Detalles del evento** 📅 **Fecha:** Miércoles 01/07/2026 🕡 **Hora:** 06:30 pm - 08:30 pm 📍 **Lugar:** Oficinas de Buk — MUT, Las Condes, Santiago 🤝 **Con el apoyo de:** Buk, JetBrains **¿A quién está dirigido?** A cualquier persona interesada en aprender, construir o compartir sobre inteligencia artificial en AWS. No necesitas ser experto/a para participar; este espacio busca ser abierto, colaborativo y orientado a comunidad. ¡Nos vemos en el lanzamiento de AI AWS UG Chile!

(también conocido como #AdminBirras) Salimos un poco del modo mundial (aunque Chile no esté), y nos volveremos a reunir para compartir lo que aprendimos en Nerdearla, y relajarnos en torno a bebidas (con y sin alcohol) y algo para picar. Somos parte de Sysarmy Chile, grupo de entusiastas de la tecnología y que entrega soporte a quienes dan soporte (o trabajan en tecnología). Únete a nuestros encuentros, donde hablamos sobre las últimas tendencias, compartimos conocimientos y conectamos con personas con intereses similares. Tanto si eres un profesional con experiencia como si acabas de empezar, Sysarmy Chile es el lugar ideal para disfrutar de la tecnología y pasarlo bien. Esta actividad sigue el Código de Conducta de https://nerdearla.com/code-of-conduct/ . El asistir a este evento implica respetar dicho código. P.S.: English speakers are welcome! E se fala português, venha com a gente também!

Traer mat y buena onda

**VIVETHINK • International Party + Language Exchange + Pub Crawl 🌎** Check our instagram: [@VIVETHINK ](instagram.com/vivethink) Meet locals, travelers, expats, and international students from all over the world while practicing languages and making new friends. ✨ This FRIDAY 19th AND SATURDAY 20th, we have a special edition: KOREAN PARTY 🕗 7:00 PM 📍 BOGL BOGL Av. Alameda Libertador Bernardo O'Higgins 395 Korean food or drink included with your ticket \| Language Exchange \(ALL LANGUAGES\) \| Jenga Tournament \| Team Games \| Karaoke \| People from all over the world 🍹 KOREAN FOOD OR DRINK included until 9:00 PM Price: $10.000 CLP 🕚 9:00 PM – 11:30 PM 📍Padre Luis de Valdivia 352 \(2 minutes walking from the first address\) 🌎 We continue the night in one of the best bars in Santiago \| DJ \| PARTY GAMES & MORE \| Entry included with your previous ticket 🕚 11:30 PM \- 4:00 AM 📍PUBCRAWL \| 3 CLUBS IN ONE NIGHT – INTERNATIONAL PARTY 🌎 We continue the night with an International Party Pubcrawl from Lastarria to Bellavista\, a guided party tour with all the group\. \(The places will be revealed during the Language Exchange\.\) You can join the International Party Pubcrawl at the Language Exchange\. Price: $10\.000 CLP \(Additional / Optional\) 🌍 Tourists & travelers are welcome 💳 Pay at the door (cash or card 🎁 BONUS FOR INTERNATIONAL TRAVELERS Just by joining the event, you also receive: ✅ 1 FREE Spanish, English, or Portuguese lesson ✅ Exclusive discounts on some of the best tours, restaurants, and accommodations in Santiago through our partner network for international travelers. Are you ready for one of the most international nights in Santiago? \*\*\* **ESPAÑOL** VIVETHINK • Fiesta Internacional + Intercambio de Idiomas + Pub Crawl 🌎 Revisa nuestro instagram: @VIVETHINK Conoce a locales, viajeros, expatriados y estudiantes internacionales de todo el mundo mientras practicas idiomas y haces nuevos amigos. ✨ Este VIERNES 19 Y SÁBADO 20, tenemos una edición especial: FIESTA COREANA 🕗 7:00 PM 📍 BOGL BOGL Av. Alameda Libertador Bernardo O'Higgins 395 Comida o bebida coreana incluida con tu entrada \| Intercambio de Idiomas \(TODOS LOS IDIOMAS\) \| Torneo de Jenga \| Juegos en Equipo \| Karaoke \| Personas de todo el mundo 🍹 COMIDA O BEBIDA COREANA incluida hasta las 9:00 PM Precio: $10.000 CLP 🕚 9:00 PM – 11:30 PM 📍Padre Luis de Valdivia 352 \(2 minutos caminando desde la primera dirección\) 🌎 Continuamos la noche en uno de los mejores bares de Santiago \| DJ \| JUEGOS DE FIESTA Y MÁS \| Entrada incluida con tu ticket anterior 🕚11:30 PM \- 4:00 AM 📍PUBCRAWL \| 3 CLUBES EN UNA NOCHE – FIESTA INTERNACIONAL 🌎 Continuamos la noche con un Pubcrawl de Fiesta Internacional desde Lastarria hasta Bellavista\, un tour de fiesta guiado con todo el grupo\. \(Los lugares se revelarán durante el Intercambio de Idiomas\.\) Puedes sumarte al Pubcrawl de Fiesta Internacional en el Intercambio de Idiomas\. Precio: $10\.000 CLP \(Adicional / Opcional\) 🌍 Turistas y viajeros son bienvenidos 💳 Paga en la puerta (efectivo o tarjeta) 🎁 BONUS PARA VIAJEROS INTERNACIONALES Solo por unirte al evento, también recibes: ✅ 1 clase GRATIS de español, inglés o portugués ✅ Descuentos exclusivos en algunos de los mejores tours, restaurantes y alojamientos en Santiago a través de nuestra red de partners para viajeros internacionales. ¿Estás listo para una de las noches más internacionales de Santiago? \*\*\* VIVETHINK • Festa Internacional + Intercâmbio de Idiomas + Pub Crawl 🌎 Confira nosso instagram: @VIVETHINK Conheça locais, viajantes, expatriados e estudantes internacionais de todo o mundo enquanto pratica idiomas e faz novos amigos. ✨ Nesta SEXTA-FEIRA 19 E SÁBADO 20, temos uma edição especial: FESTA COREANA 🕗 19:00 📍 BOGL BOGL Av. Alameda Libertador Bernardo O'Higgins 395 Comida ou bebida coreana inclusa no seu ticket \| Intercâmbio de Idiomas \(TODOS OS IDIOMAS\) \| Torneio de Jenga \| Jogos em Equipe \| Karaokê \| Pessoas de todo o mundo 🍹 COMIDA OU BEBIDA COREANA incluída até às 21:00 Preço: $10.000 CLP 🕚 21:00 – 23:30 📍Padre Luis de Valdivia 352 \(2 minutos a pé do primeiro endereço\) 🌎 Continuamos a noite em um dos melhores bares de Santiago \| DJ \| JOGOS DE FESTA E MAIS \| Entrada inclusa com seu ticket anterior 23:30 \- 4:00 📍PUBCRAWL \| 3 BALADAS EM UMA NOITE – FESTA INTERNACIONAL 🌎 Continuamos a noite com um Pubcrawl de Festa Internacional desde Lastarria até Bellavista\, um tour de festa guiado com todo o grupo\. \(Os locais serão revelados durante o Intercâmbio de Idiomas\.\) Você pode se juntar ao Pubcrawl de Festa Internacional no Intercâmbio de Idiomas\. Preço: $10\.000 CLP \(Adicional / Opcional\) 🌍 Turistas e viajantes são bem-vindos 💳 Pague na porta (dinheiro ou cartão) 🎁 BÔNUS PARA VIAJANTES INTERNACIONAIS Apenas por participar do evento, você também recebe: ✅ 1 aula GRATUITA de espanhol, inglês ou português ✅ Descontos exclusivos em alguns dos melhores tours, restaurantes e acomodações em Santiago através da nossa rede de parceiros para viajantes internacionais. Você está pronto para uma das noites mais internacionais de Santiago?

**ENGLISH** VIVETHINK • Brazilian Party Language Exchange + International Party Check our Instagram: [@VIVETHINK](http://instagram.com/vivethink) Meet locals, travelers, expats, and international students from all over the world while practicing languages and making new friends. ✨ This Saturday the 13th, we have a special edition: BRAZILIAN PARTY 2.0 🕗 9:00 PM 📍 PADRE LUIS DE VALDIVIA 352 \| FAR AWAY BAR \- LASTARRIA Language Exchange \| DJ \| Jenga Tournament \| Team Games \| Karaoke \| People from all over the world 🍹 WELCOME DRINK included until 11:00 PM Price: $10.000 CLP 🕚 11:30 PM – 4:00 AM 📍 PUBCRAWL \| 3 CLUBS IN ONE NIGHT – INTERNATIONAL PARTY 🌎 We continue the night with an International Party Pubcrawl from Lastarria to Bellavista\, a guided party tour with all the group\. \(The places will be revealed during the Language Exchange\.\) You can join the International Party Pubcrawl at the Language Exchange\. Price: $10\.000 CLP \(Additional / Optional\) 🌍 Tourists & travelers are welcome 💳 Pay at the door (cash or card 🎁 BONUS FOR INTERNATIONAL TRAVELERS Just by joining the event, you also receive: ✅ 1 FREE Spanish, English, or Portuguese lesson ✅ Exclusive discounts on some of the best tours, restaurants, and accommodations in Santiago through our partner network for international travelers. Are you ready for one of the most international nights in Santiago? \*\*\* **ESPAÑOL** VIVETHINK • Brazilian Party Language Exchange + International Party Visita nuestro Instagram: [@VIVETHINK](http://instagram.com/vivethink) Conoce locales, viajeros, expats y estudiantes internacionales de todo el mundo mientras practicas idiomas y haces nuevos amigos. ✨ Este sábado 13 tenemos una edición especial: BRAZILIAN PARTY 2.0 🕗 9:00 PM 📍 PADRE LUIS DE VALDIVIA 352 \| FAR AWAY BAR \- LASTARRIA Intercambio de Idiomas \| DJ \| Torneo de Jenga \| Juegos en Equipo \| Karaoke \| Gente de todo el mundo 🍹 TRAGO DE BIENVENIDA incluido hasta las 11:00 PM Precio: $10\.000 CLP 🕚 11:30 PM – 4:00 AM 📍 PUBCRAWL \| 3 CLUBES EN UNA NOCHE – FIESTA INTERNACIONAL 🌎 Continuamos la noche con un Pubcrawl Internacional desde Lastarria hasta Bellavista\, un tour de fiesta guiado con todo el grupo\. \(Los lugares serán revelados durante el Language Exchange\.\) Puedes unirte al Pubcrawl Internacional en el Language Exchange\. Precio: $10\.000 CLP \(Adicional / Opcional\) 🌍 Turistas y viajeros son bienvenidos 💳 Pago en la puerta (efectivo o tarjeta) 🎁 BONUS PARA VIAJEROS INTERNACIONALES Solo por unirte al evento, también recibes: ✅ 1 clase GRATIS de Español, Inglés o Portugués ✅ Descuentos exclusivos en algunos de los mejores tours, restaurantes y alojamientos de Santiago a través de nuestra red de socios para viajeros internacionales. ¿Estás listo para una de las noches más internacionales de Santiago? \*\*\* **PORTUGUÊS** VIVETHINK • Brazilian Party Language Exchange + International Party Confere nosso Instagram: [@VIVETHINK](http://instagram.com/vivethink) Conhece locais, viajantes, expats e estudantes internacionais de todo o mundo enquanto pratica idiomas e faz novos amigos. ✨ Neste sábado, dia 13, temos uma edição especial: BRAZILIAN PARTY 2.0 🕗 21:00 📍 PADRE LUIS DE VALDIVIA 352 \| FAR AWAY BAR \- LASTARRIA Intercâmbio de Idiomas \| DJ \| Torneio de Jenga \| Jogos em Equipe \| Karaokê \| Pessoas de todo o mundo 🍹 DRINQUE DE BOAS\-VINDAS incluído até as 23:00 Preço: $10\.000 CLP 🕚 23:30 – 4:00 📍 PUBCRAWL \| 3 CLUBES EM UMA NOITE – FESTA INTERNACIONAL 🌎 Continuamos a noite com um Pubcrawl Internacional de Lastarria até Bellavista\, um tour festivo guiado com todo o grupo\. \(Os lugares serão revelados durante o Intercâmbio de Idiomas\.\) Você pode entrar no Pubcrawl Internacional no próprio Language Exchange\. Preço: $10\.000 CLP \(Adicional / Opcional\) 🌍 Turistas e viajantes são bem-vindos 💳 Pagamento na entrada (dinheiro ou cartão) 🎁 BÔNUS PARA VIAJANTES INTERNACIONAIS Só por participar do evento, você também recebe: ✅ 1 aula GRÁTIS de Espanhol, Inglês ou Português ✅ Descontos exclusivos em alguns dos melhores passeios, restaurantes e hospedagens de Santiago através da nossa rede de parceiros para viajantes internacionais. Está pronto para uma das noites mais internacionais de Santiago?

Where: Meet inside of Juan Pablo II park on the steps in front of Parroquia Nuestra Señora del Rosario Church. Donde: dentro del Parque Juan Pablo II en las escaleras al frente de la Parroquia Nuestra Señora del Rosario. What to bring: Water. Gloves are optional (we will do exercises on the grass, stairs, etc.) Que traer; Agua. Guantes son opcionales (haremos ejercicios varios en el pasto, escaleras, etc.)

VIVETHINK • Brazilian Party Language Exchange + International Party **Check our Instagram: [@VIVETHINK](http://instagram.com/vivethink)** Meet locals, travelers, expats, and international students from all over the world while practicing languages and making new friends. ✨ This Saturday the 6th, we have a special edition: BRAZILIAN PARTY 🕗 **9:00 PM 📍 ORREGO LUCO 40 – PROVIDENCIA \| CLUB GORDOS** Language Exchange \| Jenga Tournament \| Team Games \| Karaoke \| People from all over the world 🍹 WELCOME DRINK included until 11:00 PM Price: $10.000 CLP 🕚 **11:30 PM – 4:00 AM📍 BEST CLUB IN PROVIDENCIA – INTERNATIONAL PARTY 🌎** We continue the night with an International Party at one of the best clubs in Providencia. (The location will be revealed during the Language Exchange.) You can join the International Party after the Language Exchange. Price: $10.000 CLP (Additional / Optional) 🌍 Tourists & travelers are welcome 💳 Pay at the door (cash or card) 🎁 BONUS FOR INTERNATIONAL TRAVELERS Just by joining the event, you also receive: ✅ 1 FREE Spanish, English, or Portuguese lesson ✅ Exclusive discounts on some of the best tours, restaurants, and accommodations in Santiago through our partner network for international travelers. Are you ready for one of the most international nights in Santiago? ━━━━━━━━━━━━━━━━━━━━ VIVETHINK • Intercambio de Idiomas + Fiesta Brasileña + Fiesta Internacional Revisa nuestro Instagram: [@VIVETHINK](http://instagram.com/vivethink) Bienvenido a VIVETHINK, una de las experiencias más internacionales de Santiago. Conoce locales, viajeros, expatriados y estudiantes internacionales de todo el mundo mientras practicas idiomas y haces nuevos amigos. ✨ Este sábado 6 tenemos una edición especial: FIESTA BRASILEÑA 🕗 21:00 hrs📍 ORREGO LUCO 40 – PROVIDENCIA \| CLUB GORDOS Intercambio de Idiomas \| Torneo de Jenga \| Juegos en Equipo \| Karaoke \| Personas de todo el mundo 🍹 TRAGO DE BIENVENIDA incluido hasta las 23:00 hrs Valor: $10.000 CLP 🕚 23:30 – 04:00 hrs 📍 MEJOR CLUB DE PROVIDENCIA – FIESTA INTERNACIONAL 🌎 Continuamos la noche con una Fiesta Internacional en uno de los mejores clubes de Providencia. (La ubicación será revelada durante el intercambio de idiomas.) Puedes unirte a la Fiesta Internacional después del intercambio. Valor: $10.000 CLP (Adicional / Opcional) 🌍 Turistas y viajeros son bienvenidos 💳 Pago en la entrada (efectivo o tarjeta) 🎁 BONUS PARA VIAJEROS INTERNACIONALES Solo por participar en el evento también recibes: ✅ 1 clase GRATUITA de español, inglés o portugués ✅ Descuentos exclusivos en algunos de los mejores tours, restaurantes y alojamientos de Santiago gracias a nuestras alianzas para viajeros internacionales. ¿Estás listo para vivir una de las noches más internacionales de Santiago? ━━━━━━━━━━━━━━━━━━━━ VIVETHINK • Intercâmbio de Idiomas + Festa Brasileira + Festa Internacional Confira nosso Instagram: @VIVETHINK Bem-vindo ao VIVETHINK, uma das experiências mais internacionais de Santiago. Conheça moradores locais, viajantes, expatriados e estudantes internacionais do mundo inteiro enquanto pratica idiomas e faz novas amizades. ✨ Neste sábado, dia 6, teremos uma edição especial: FESTA BRASILEIRA 🇧🇷 🕗 21h00 📍 ORREGO LUCO 40 – PROVIDENCIA \| CLUB GORDOS Intercâmbio de Idiomas \| Torneio de Jenga \| Jogos em Equipe \| Karaokê \| Pessoas do mundo inteiro 🍹 DRINK DE BOAS-VINDAS incluído até às 23h00 Entrada: $10.000 CLP 🕚 23h30 – 04h00 📍 MELHOR CLUBE DE PROVIDENCIA – FESTA INTERNACIONAL 🌎 Continuamos a noite com uma Festa Internacional em um dos melhores clubes de Providencia. (O local será revelado durante o intercâmbio de idiomas.) Você também pode participar da Festa Internacional após o intercâmbio. Entrada: $10.000 CLP (Adicional / Opcional) 🌍 Turistas e viajantes são bem-vindos 💳 Pagamento na entrada (dinheiro ou cartão) 🎁 BÔNUS PARA VIAJANTES INTERNACIONAIS Ao participar do evento, você também recebe: ✅ 1 aula GRATUITA de espanhol, inglês ou português ✅ Descontos exclusivos em alguns dos melhores passeios, restaurantes e hospedagens de Santiago através de nossas parcerias para viajantes internacionais. Você está pronto para viver uma das noites mais internacionais de Santiago?

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

Let's get together and listen to **[Eric Rico](https://www.linkedin.com/in/ericrico/)** from Unity3D (**From Joints to Gestures: Reading Hands in Unity**). A hand tracker gives you joints, not a gesture. This talk shows how you get from raw joints to a "thumbs-up" in Unity: the pipeline that cleans up the data, how a gesture becomes a few 0-to-1 values within tolerance, and why orientation matters as much as finger shape. Includes a live demo of tuning gesture thresholds. Eric also runs the **[Columbus Unity User Group](https://www.meetup.com/columbus-unity-user-group/)**. Check it out! ***Bring your laptop and expect to write some (non-AI-generated) code!*** Food and drinks will be available. **LOCATION:** 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017

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

This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

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.