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Golang Events Today

Join in-person Golang events happening right now

1# London Software Guild
1# London Software Guild
**About the London Software Guild** ​The London Software Guild gathers developers, architects, and teams across London who care deeply about the craft of building great software. No fluff, no vendor pitches — just people who take the work seriously, sharing what they've learned the hard way. *** ## ​**Tonight's Speakers** ## ​**🎤 Kieran — Founding Engineer, Demand-Genius** ​Kieran is a founding engineer at Demand-Genius, working to close the gap between how humans and machines perceive your brand versus reality. Background in electrical & electronic engineering, previously working on real-time payments systems, high-scale distributed dynamic rules engines, and reverse proxies. Third Start-Up/Scale-Up (because I'm dumb and have never learnt my lesson). ​ **Talk: The Statistical (Un)Certainty That Our AI Co-Founder Ruins Everything** ​We have handed the most powerful text prediction machines ever built the keys to our codebases. They write code that is statistically likely to be correct. But "statistically likely" and "correct" are not the same thing. As we move toward autonomous multi-agent systems writing production code at machine speed, that gap becomes the central engineering problem of our time. ​Code is not text. It is a formal, deterministic, mathematical structure that happens to be serialised as text. Every tool in the agentic coding stack — retrieval, editing, version control, coordination — treats it as text. ​This talk argues that the answer isn't better frontier models. It's better systems around models. Specifically, the engineering disciplines we've used for a century to control uncertain systems — feedback loops, formal verification, dependency analysis, and control theory — are the missing layer between "AI can write code" and "AI can write code you can trust." *** ## ​**🎤 Andy Roberts — Senior Engineering Leader** ​Andy Roberts is a senior engineering leader with 25+ years of experience — the kind where you've actually written the code, run the teams, and been in the room when things went wrong at scale. Previously Head of EMEA Enterprise Solutions at Apollo GraphQL, where he helped companies like [Booking.com](https://booking.com/), PayPal, and The New York Times stop arguing about their APIs. Before that, Head of API Engineering at RS Components, wrangling 11 teams. Has strong opinions about federated architecture and isn't afraid to use them. ​ **Talk: Built for Browsers, Billed by Tokens** *Your microservices solved for latency. AI agents are solving for context. Nobody told your APIs.* ​Every era of software development has been defined by a constraint that reshaped architecture. In the database era we optimised for round trips. In the web era we obsessed over latency. Mobile forced us to think about bandwidth and battery. Each shift required new instincts, new patterns, new defaults. We're in the middle of another one. ​The AI era introduces a new constraint: context. Language models have finite working memory, and every API response your services return goes into it. The kitchen-sink response payloads that work fine for browsers are quietly making your AI agents more expensive and less capable — and the cost is almost entirely invisible in your existing dashboards. ​This talk maps the constraint transition from latency to context, shows what it means for the microservice APIs you have today, and offers five concrete things you can do about it without touching a line of existing backend code.
Peckham's Spanish/English Language Interchange - Thursdayss
Peckham's Spanish/English Language Interchange - Thursdayss
¡Bienvenidos! Welcome! *Etc Etcetera es un intercambio de conversación totalmente gratis, donde puedes practicar inglés y español con hablantes nativos, y conocer unos amigos nuevos.* **Come and join us at ‘Etc Etcétera’ this coming week, our Spanish/English language and culture exchange based here in Peckham. We are a group of mixed english and spanish speakers that meets at 7.30pm every other Thursday - feel free to show up whenever you can make it through the evening.** \*\*\* This has always been, and remains, a pretty relaxed, free-flowing intercambio - absolutely no pressure, so the plan is just take things at your own pace and get chatting to the person nearest to you. A basic grasp of your second language (si sea Español o Ingles) is strongly recommended.. The guys are all absolutely lovely and super welcoming, we have new people every week alongside the growing squad that are now fast becoming our regulars, our family and our friends. We will be there, sharing stories and ideas over the course of the evening, collecting some new friends, and making plenty of grammatical errors along the way. \*\*\* Absolute everybody is welcome – this is an open, LGBTQIA+ safe, and inclusive space. Come alone, or bring some friends – you’ll always be welcomed with open arms and a smile. **Our goals at Etc Etcétera:** 1. Build new connections across the thriving Latin American and Spanish-speaking community here in South East London 2. Improve your language abilities, whether you’re working on your Spanish or looking to perfect your English 3. Make new friends and build up a network of like-minded people interested in Latin and Spanish culture, right here in Peckham 4. Support local businesses in the surrounding area \*\*\* **Food and drink:** **We typically meet from 7.30 at Kruk Restaurant in their front garden (they have heaters) - they have arranged a massive discount on drinks (3.50 pints, yeeees) and on food in their new restaurant all night.** Occasionally we move location once we get going, depending on the vibe; so just join the whatsapp group for updates, other plans and to stay in touch with new squad you’ve met at an intercambio: [https://chat.whatsapp.com/JkZKW9V8cvz1XaX1mSt8ag](https://chat.whatsapp.com/JkZKW9V8cvz1XaX1mSt8ag) request to join here). **Transport / getting here:** By Train: Peckham Rye Station is right round the corner, serving London Bridge, Blackfriars, Clapham Junction and Overground Services. Also, multiple bus routes stop right outside the station. They run until late! \*\*\* Really looking forward to seeing you there! RSVP to let us know you’ll be coming and join the WhatsApp group for more updates and to join the community We’re normally there for a few hours so come and go as you please
🏸FEATHERED: Social Doubles📍Canning Town 📶 Mixed Ability
🏸FEATHERED: Social Doubles📍Canning Town 📶 Mixed Ability
**BOOK HERE**: https://sportas.co.uk/games/46669 **Game Description:** Come and join our badminton session in Canning Town 🔥 Join our whatsapp Group: https://chat.whatsapp.com/LsLjg8CxI8MIxSFb82qkdb Music 🎶 3 courts, social session - the general ability is mid intermediate. There will be spare rackets but please bring your own racket if you do have one. 1 new tube of FEATHERED shuttles will be provided per session, plus a set of Yonex 300 plastic shuttles. 🚪 Getting Into the School 1\. The school is surrounded by a green fence\. 2\. Entrance is near the stone wall\. 3\. At the gate\, find the intercom on the right\-hand side\. 4\. Press the ‘Call’ button and wait for security to respond\. 5\. When the intercom flashes green\, push the gate open\. \-\-\- 🏸 Finding the Indoor Court 1\. After entering\, go through the visitor gate\. 2\. Follow the corridor to the end\. 3\. Look for the yellow double doors – the badminton courts are inside\! \-\-\- 🚻 Facilities 🔹 Changing Rooms & Toilets \- Located outside the court area in the corridor\. \- Male facilities – right\-hand side\. \- Female facilities – left\-hand side\. 💧 Water Points \- There are three water points in the corridor outside the court\. \- Bring a water bottle to use with the water pump\. Enjoy your game! 🏸🔥 **Rules** Games to 21 Max two games on in a row Max one game off in a row
Londroid at Checkatrade
Londroid at Checkatrade
**Be part of the next Londroid event on Thursday, 26th March 2026, hosted by Checkatrade.** Join us for an evening of Android talks, conversation and community. Expect engaging sessions, the chance to meet others working in Android, and time to catch up with familiar faces. After the event, we’ll head to **The Red Lion** for post-event drinks and further conversation. **Tickets:** We have 110 tickets available. Don’t miss out. Follow us on Twitter and LinkedIn for updates. **Schedule:** 18:00 – Doors open & registration 18:30 – Welcome from Londroid and Checkatrade 18:45 – Bilal Haider – *How AI Agents Saved My (Developmental) Life* 19:30 – Fanny Demey – *Mobile accessibility: Small screen, big difference!* 20:15 – Q&A and socialising 20:30 – Drinks at The Red Lion - Red Lion, 1 Eldon St, London EC2M 7LS **Our Hosts and Sponsors** **Checkatrade** Checkatrade is a leading UK platform that connects consumers with vetted and reviewed tradespeople, helping homeowners find trusted professionals for jobs of all sizes. **Novoda** Novoda is a digital product agency dedicated to building high-quality software. Their team of engineers helps companies scale, modernise and improve their development practices to deliver exceptional digital experiences. Join us for an evening of learning, collaboration and community. See you there.
🏐Volleyprofs📍Marylebone 📶 Upper Intermediate
🏐Volleyprofs📍Marylebone 📶 Upper Intermediate
**BOOK HERE**: https://sportas.co.uk/games/43583 **Game Description:** Mixed nationality and gender players play volleyball in our club for 10 years every Tuesday & Thursday from 8pm-10pm in upper intermediate and advance level. **Rules** Respect each other, focused on your own play and progress, be kind and cheer your team mate.

Golang Events This Week

Discover what is happening in the next few days

PyTorch Meetup #25
PyTorch Meetup #25
​Join us for the 25th London PyTorch Meetup! 🔥 ​We have our first speaker confirmed: **Peter Romov** – Open Source Contributor, 2. PyTorch/Opacus Autoresearch for Discovering State-of-the-Art LLM Adversarial Attacks ​More speakers to be announced.
Friday London Language Exchange!
Friday London Language Exchange!
[Islington] 廣東話桌遊聚會 - 28th March (Sat)
[Islington] 廣東話桌遊聚會 - 28th March (Sat)
**主題遊戲:** Brass: Birmingham 無論係想備戰『捉英枱 2026 - 第一屆在英港人桌遊大賽』([報名連結](https://forms.gle/bwfpn7odmYfVZVkk9)) 定係純綷想試下呢隻BBG世一桌遊,歡迎你今次到場! 比賽大會指定裁判會親自教你規則、經典策略同埋常見陷阱! **其他會帶嘅遊戲**: Dixit, Cryptid, Faraway, Agricola, The Mind, Next Station: London, Quest, Codename: Pictures, Fuji, Azul, Lost Cities, Patchwork, Wingspan, Nine tiles Panic, Modern Arts 及其他遊戲... and more... (待定) -可去此[相冊](https://www.meetup.com/kongfortable/photos/35791706/),睇睇我哋平時玩開咩 Games,見到想玩嘅可以留言話我哋知叫我地帶過嚟 -亦歡迎你帶你嘅愛game 過嚟同其他參加者玩 我哋會盡量每個月搞 1-2 次聚會,今次唔得閒記得下次嚟玩 **報名**︰ \- 場地可容納人數有限\(約30人\),請於 Meetup 報名 \-\- 如額滿可排 Waiting List \- 我哋會在現埸用 meetup 點名,所有出席活動嘅人務必用 meetup 報名 RSVP \- 報名時可留言你想玩的桌遊,我哋會盡量安排帶俾你玩 \(如果冇,會試下搵相同類型嘅遊戲俾你\) **收費**: \- 每位 £8 \(Visa\, Master\, AE\) \- 經 Sumup 網上付費留位,請使用此連結\([https://pay.sumup.com/b2c/Q065DFQE](https://pay.sumup.com/b2c/Q065DFQE)) \-\- 請於付款時,在 Fullname 一欄填寫你的 **Meetup username** (不要填全名) \-\- 付款後,在 Meetup Inbox [管理員 Terry](https://www.meetup.com/members/473473274/) 通知付款時間 ( 例: 我於 26/02 13:45 成功付款 - Kongfortable ) \- 如你有帶 Guest,請使用連結再次付款,其中注明 \[username\]'s guest \- 排 Waiting List 人仕請不要先付款,如成功 RSVP 後會通知你去付款 \* 如報名者沒有在 Meetup 報名後24小時內付款留位,主辦方有權將你的報名移到 Not-going List 而不作通知 **遊戲類別** (包括但不限於): \- 歐式/美式/戰棋桌遊 \(輕/中/重\) \- Party Game \- 合作遊戲 \- 身份遊戲 \- TRPG \- 每次 meetup 都會輪換遊戲,有特定 game 想玩可以問定! **活動流程**: \- 我哋會將閒置玩家聚集做 2\-5 人一枱玩 \- 唔識玩完全唔緊要,主辦人員 / Helper 會用廣東話教玩開Game \-\- 中途有問題當然可以問點玩 \(但我哋唔會主動提供策略\) \- 可以在現場睇下有咩遊戲想玩 \(如果冇足夠玩家開Game,我哋得閒嘅話會"戥腳"\) **飲食**: \- 場地提供樽裝水及含糖飲料\(收費\) \- 場地不提供主食,只提供一款軟糖\(收費\) \- 可自攜/外賣飲品食物 \- 避免進食沾污雙手的食物或謹記要洗手! \- 玩完可以一齊去附近晚飯 **交通**: \- Northern Line Archway Station / Overground Upper Holloway Station 步行 5\-10分鐘 \- 場地提供專屬泊車位\(約6個位\),及場地對出後街星期六全日免費泊車,歡迎揸車嘅朋友! **守則**: \- 請各位參加者不要no show,會浪費人手和場地資源。因場地所限使參加人數有限,如果有人no show 就代表有人想來玩但結果位置被浪費 \-\- 如果你因事要取消行程,請於活動開始48小時前取消報名,否則以no show 論 \-\- 我們會將no show 者記錄在案 \- 請各位參加者盡量準時出席活動,方便主辦方管理及分配座位 \- 請於活動當日對主辦人員及其他參加者持良好態度,不要出作不當行為如騷擾、人身攻擊或作不雅言論等等 \- 所有 Boardgames 均由主辦人員、義工及其他玩家私人借出。全部Boardgames 均為心愛之物,請好好愛惜 \-\- 遊玩時保持雙手乾淨及枱面清潔 \-\- 不要屈牌或塗污版面 \-\- 完成遊戲後請檢查有否遺漏配件\(如跌在地下\)及按原狀收納好 **退款**: \- 請於活動開始48小時前取消報名及於Meetup Inbox 通知 [管理員 Terry](https://www.meetup.com/members/473473274/) 要求退款,否則將不獲退款 **備註**: \- 我哋只係向場地提供方租借地方,並非聯手搞活動 \- 主辦人員會於活動當日影低桌遊遊玩狀況作推廣用途,並會於上載前遮蓋拍攝到的個人特徵\(如面部\)
Sunday Darts and Language Exchange!
Sunday Darts and Language Exchange!
Agents and Robotics HackXelerator London Kick-off
Agents and Robotics HackXelerator London Kick-off
Special event for our PyTorch Friends. ## **ABOUT Agents and Robots 26 HACKXELERATOR™** * ​**Purpose:** A comprehensive HackXelerator focused on agents and robotics, spanning pre-event networking to final showcase in Berlin. * ​**Themes:** Digital agents, autonomous systems, human-robot interaction, and AI ethics. * ​**Duration:** 20 days of collaborative creation and mentoring. * ​**Agents and Robotics 26 Schedule:** * ​**March 12th \| Virtual Pre\-Event Briefing:** HackXelerator overview, rules, prizes, categories, sign-up, team formation, and Q&A * ​**March 27th \| AR26 In\-Person Kick\-off:** Inspiring keynotes on agents and robotics, expert panels across all streams, networking with sponsors and recruiters, plus yummy food and drinks. * ​**Mar 27th– Apr 17th \| Main HackXelerator:** intensive development period with mentoring, collaboration, and project creation. * ​**April 17th \| Showcase & Awards In\-Person Finale:** Project presentations, awards ceremony, and celebration party under the disco ball. ## ​HOW TO JOIN AR 26 1. ​[Sign in or sign up](https://www.kxsb.org/ar26#) to **KXSB** 2. ​Join the Discord server with the invite from the KXSB platform 3. ​Attend the pre-event virtual briefing [Agents and Robotics HackXelerator Pre-event · Luma](https://luma.com/tdi2pf5t)
Language Exchange, Spanish / English!
Language Exchange, Spanish / English!
🇬🇧🇪🇸🇫🇷🇯🇵🇮🇹 CLERKENWELL Language Exchange & Social 🇩🇪🇨🇳🇪🇬🇧🇷🇰🇷
🇬🇧🇪🇸🇫🇷🇯🇵🇮🇹 CLERKENWELL Language Exchange & Social 🇩🇪🇨🇳🇪🇬🇧🇷🇰🇷
**Important - Please Read** LIMITED SPACES - **You must have a confirmed place to attend this event. ** Welcome to London's Highest Rated International Languages Exchange group with over 1500 reviews rated 5 stars ⭐⭐⭐⭐⭐ 🇬🇧🇪🇸🇫🇷🇯🇵🇮🇹🇩🇪🇮🇳🇧🇷🇰🇷🇨🇳🇪🇬🇭🇰🇺🇦🇺🇸🇹🇷🇹🇼🇷🇺🇵🇱 To learn more about us and our community visit [www.languages.london](https://www.languages.london/) WHEN & WHERE Join us on Saturday for our global language exchange from 6pm. The venue is The Craft Beer Co. in Clerkenwell, a really friendly pub with a great selection of drinks (especially beers!) including non-alcoholic options and **we have the whole first floor space exclusively for our event!** The venue has excellent access to public transport via, tube, train and bus. HOW WE DO IT It's simple .... \~ When you arrive please collect your personalised language badge from us, **BEFORE** you order your drinks. We'll be waiting to give you a warm welcome 😃 \~ Please wear your badge during the event and return it before you leave. \~ Start meeting the community and having fun, lots of fun! Confirm your place to attend. There's a small fee of £2, which you can pay when you arrive. Please buy something from the bar to support the venue, who kindly offer us a dedicated space. 🇲🇽🇻🇳🇧🇬🇵🇸🇸🇪🇮🇱🇦🇺🇨🇦🇳🇱🇨🇴🇭🇺🇿🇦🇹🇭🇵🇪🇧🇴🇳🇬🇪🇬🇳🇿🇨🇭 **WHO** Languages in London events are organised for our community - being social, making new friends, building cultural bridges and always very relaxed. Our weekly events in London have the highest number of languages and countries represented. Note - This is **not** a dating event. Our events are open to Internationals, Locals, Expats, Students, Travellers..... Everyone! This is the event for a truly global community and for citizens from around the World 🌎 Is this the Intercambio you've been looking for? Want to practice your ingles, espanol , francais, italiano, Deutsch, portugues or other European languages? Asian languages ? Or maybe prefer to only speak English, that's just fine. **All languages and all fluency levels are welcome** Spread the love, bring your family, friends and colleagues 💙 The creator and organiser of **Languages in London - Girish**, will always be visible at the event and there to support you and help with introductions, if you prefer. These are real events with real people. We aren't one of those groups that fill our events with fictitious attendees👻 We want to remain the **BEST** language events group in London, being the biggest isn't our focus. **No-shows at our events are always removed from the group.** **Inactive members are also regularly removed from our group.** **LANGUAGES** Here's a selection of some of the languages that our community speak or have been practicing English, Spanish (incl Latin American), French, Italian, Portuguese (incl Brazilian), German, Japanese, Chinese (Mandarin & Cantonese), Russian, Korean, Hindi, Turkish, Arabic, Ukrainian, Polish, Hebrew, Swedish, Bulgarian, Vietnamese, Hungarian, Bengali, Dutch, Catalan, Farsi, Greek, Urdu, Welsh, Romanian, Norwegian, Czech, Slovak, Estonian, Danish, Finnish, Turkmen, Latvian, Lithuanian, Nepali, Yoruba, Filipino, Thai, Albanian, Croatian, Serbian, Ebo, Gaelic, Icelandic, Afrikaans, Tamazight, Tagalog, Creole, Malagasy, Mongolian, Tok Pisin and more... you get the idea! 🇷🇴🇬🇹🇨🇿🇳🇴🇩🇰🇫🇮🇨🇾🇺🇾🇪🇬🇧🇬🇦🇷🇰🇪🇱🇰🇲🇦🇹🇳🇩🇿🇸🇬🇲🇾 **SUSTAINABLE** 🌎🌳 Like you, we really care about our planet. We never use paper stickers or wristbands as they can't be reused or recycled and can even damage your clothing ☹️ The Solution? Our personalised and completely reusable Languages in London badges! 👍 So, please make sure you return your badge to us, before you leave the event. We'll sanitise it (anti bacterial & disinfectant cleaners) and use it again & again & again. Thanks for helping us do the right thing and keep our costs down🙏 **SAFE SPACE FOR EVERYONE** 👮‍♂️ We don't tolerate prejudice or harassment of any kind, at any time. Be polite and respectful to everyone else and they will reciprocate. Let's keep the space safe, welcoming for everyone and free of any political agendas. Please report any concerns to the Organiser immediately. Please look after your belongings, the venue is a public place. We may take photos or video at the event for future promotional use. Let us know if you'd rather not be included, we respect your choice 📸 **SPREAD THE WORD** 🗣️💬 If you enjoy our events, please tell your friends and colleagues and help us grow **your** community, thank you ♥️ Join our community - [www.languages.london](https://www.languages.london/) We're looking forward to welcoming you at Languages in London 😊👋 🇲🇰🇳🇵🇧🇩🇵🇭🇦🇪🇦🇱🇧🇪🇮🇪🇲🇹🇰🇿🇱🇦🇯🇴🇱🇹🇱🇻🇪🇪🇰🇭🇨🇱🇲🇳🇨🇺

Golang Events Near You

Connect with your local Golang community

DoJo (Informal Python Meeting)
DoJo (Informal Python Meeting)
**New 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)
American Sign Language Beginners Meetup Group
American Sign Language Beginners Meetup Group
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!
COhPy Monthly Meeting
COhPy Monthly Meeting
**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: Type Annotations with John Cassidy 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
From Web Forms to Web Components - Burton Smith
From Web Forms to Web Components - Burton Smith
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** [https://youtube.com/live/fD2cYeKp_UU?feature=share](https://youtube.com/live/fD2cYeKp_UU?feature=share)
Powell Gold Star Referral Club Meetup
Powell Gold Star Referral Club Meetup
We meet at lunch each week and each meeting follows a fairly organized agenda. First all participants pass their business cards around. Then each member and guest is invited to give a one-minute overview of their company and what is a perfect referral for the week. We always have a 10 minute presentation from one of the members about their business in more detail. And finally we pass referrals. You're welcome to visit. Nobody is ever put on the spot. Bring plenty of cards!
How LLMs Like ChatGPT Actually Work and How to Build With Them
How LLMs Like ChatGPT Actually Work and How to Build With Them
**First meetup of the Columbus AI Engineering group.** We’ll kick things off with a practical, beginner-friendly discussion on: **How LLMs like ChatGPT actually work — and how to build real applications with them.** We’ll cover: * what’s actually happening under the hood (at a high level) * why LLMs behave the way they do (hallucinations, prompt sensitivity, etc.) * how people are building real systems with them today * where things break in practice This will be a **short, informal talk (\~15–20 min)** followed by open discussion and Q&A. Whether you’re an engineer, builder, or just curious about how modern AI systems work, you’re welcome to join. No slides, no fluff — just real conversation about real systems. We’ll hang out afterward and get to know each other.