Singularity

Everyone’s prompting. Few people are judging. This talk shows how a playwright uses multiple LLMs and vibe coding to build a custom evaluation loop: a digital dramaturg that checks scenes against an outline like a living spec. If you design, build, or eval AI systems, you’ll leave with a new mental model for using LLMs as QA, not just content engines. **Featured speaker:** * [Soo-Jin Lee](https://www.linkedin.com/in/soo-jinlee/)\, Gen AI Conversation Designer \| Prompt Engineer \| LLM\, NLU\, NLP \| Human in the Loop \| Former Teacher \| Playwright **Location:** AWS Skills Center, 1550-G Crystal Dr, Arlington, VA 22202 **Drinks and Networking After:** --> Alamo Drafthouse, 1660 Crystal Dr, Arlington, VA 22202 (2nd Floor) **Description:** Join us at AI Innovators Network for our upcoming meetup in the Mosaic, which is dedicated to exploring the latest trends in Artificial Intelligence. Whether you're an AI enthusiast, a professional, or someone curious about the intersection of technology and AI, this event is perfect for networking, learning, and sharing insights. Connect with like-minded individuals from DC, Northern Virginia, and Maryland as we dive deep into the opportunities and challenges of integrating AI. Don't miss this opportunity to be part of the conversation driving innovation and progress in Artificial Intelligence.

After hosting successful events, I always think that we could have done better and relate it to our day to day life and make it educational. In this connection, I wanted to show off my investment and trade hat and organize series of Happy Hours around Investment & Trade. We will have speakers from different sectors and industries, at each Happy Hour. At this particular event, the speakers will discuss Retirement Saving (With An Overview of Interest Rate & Housing Market). Topics will include: • Today’s retirement savings challenges and approaches • Sources of income in retirement • Proper investment strategies • Current interest rate environment and what to expect going forward • State of the housing market The address will be sent to members, who RSVPed, before the Event. Enjoy!

[Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“The Love Lecture,”** a contemplation of matters of the heart, with Laura Papish, associate professor of philosophy at George Washington University and teacher of a seminar on the philosophy of love, sex, and friendship. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://www.ticketleap.events/tickets/profsandpints/hill-center-love-lecture](https://www.ticketleap.events/tickets/profsandpints/hill-center-love-lecture) .] Who wrote the book of love? Why does love have to be so sad? Is it a thin line between love and hate? On a more serious note, how does our society's understanding of love and romantic love shape our experience of it? Why do we think of love as mysterious and irrational? Do those we love need to be lovable? Is love necessarily a morally good thing, or can it actually make it harder for us to be good? Show your love for learning by hearing such questions tackled by Laura Papish, who has built a considerable following among Washington D.C. fans of Profs and Pints with her annual talks exploring the intersection of the brain, the soul, and the heart. Hilariously accompanied by her husband, Chris (on guitar), she’ll offer up a delicious assortment of thoughts about the upcoming Valentine’s Day holiday—some dark, some sweet, and some giving you plenty to chew on. Dr. Papish will start by examining how ancient Greeks thought about erotic love and move on from there, looking at how love is envisioned in modern thinkers, classic novels, recent films, and pop culture. She’ll also discuss the origins of the idea that people have a “soul mate” and how some thinkers have tried to criticize or transform the very concept of love. Together, we'll explore different possibilities for love and those mysteries about it that have left more than a few of us feeling befuddled. Feel free to show up if you are lovelorn, love-stricken, or just love to hear a fascinating discussion. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.) Image: Cupid as rendered in a 1510 painting by Giovanni Antonio Bazzi.

Euchre Enthusiasts – We’re headed back to **[Nando’s Silver Spring](https://www.nandosperiperi.com/find/silver-spring/),** located one block from The Fillmore, in the heart of Silver Sprung, and [only a few blocks walk](https://www.google.com/maps/dir/Silver+Spring+Transit+Center+Station,+Silver+Spring,+MD+20910/Nando's+PERi-PERi,+924+Ellsworth+Dr,+Silver+Spring,+MD+20910/@38.9940361,-77.0309072,17z/data=!3m1!4b1!4m14!4m13!1m5!1m1!1s0x89b7c8b93d39d9f3:0xf9f032f3deabb6f2!2m2!1d-77.030029!2d38.994042!1m5!1m1!1s0x89b7c8ba30bd4117:0xf59cf245e79e4ac!2m2!1d-77.0264455!2d38.9955443!3e0?entry=ttu) from the Silver Spring Transit Center. **Please RSVP to indicate your attendance and HONOR YOUR RSVP.** If your plans change and you are unable to attend, please update your RSVP. Regular no-show or late notices may get you dropped from the group. It is important that we are able to provide an accurate count to the venue and that all people who want to AND are able to attend are able to do so. **We ask all attendees to pay $1 to participate in the meetup.** This money helps maintain our meetup membership & cover various meetup costs that arise. You can pay $1 on Venmo @amanda-uherek, via Pay-Pal, or in-person (please choose paying friend/family not a business, good or service). Please also support the business. **REMINDER:** everyone is responsible for their own tabs. If you have questions / comments / suggestions please message us. We'll have hand sanitizer & decks of cards on hand. Cheers – Amanda

**Tired of surface-level conversations?** Join us for *Real Talk*—an evening of deep, real connection with strangers who are down to go there. We’ll meet at the church (we are a secular group), break into small groups, and draw questions from a deck of cards designed to spark vulnerable, honest conversations. ***Rules:*** 1. Don't debate politics. 2. Keep what is shared in the group within the group. 3. If you need to use your phone, step away from your group first. \*\*If you show up late, please hop into a group and don't interrupt the speaker. Just sit down in a group of your choice, and they'll bring you up to speed when whoever is talking finishes. Community of Christ church: 3526 Massachusetts Ave. PS—If you want to support the group (Meetup organizer fees, new card games, misc. materials) then you can buy me a coffee here: https://buymeacoffee.com/dillantaylor ^^This is 100% optional, and can be done on a one-time or monthly basis. But the meetup will always be free. Thanks! 🙏

**AI-Supported Creative Exploration** *For Unassuming Intuitives & Practicing Creatives* (Please note that this event has not been organized or endorsed by The Writer's Center.) This meetup is part of AI as Creative Partner — A Practice Group, a set of open, non-sequential creative labs you can join at any point. We use AI as a thinking partner—not to replace your ideas, but to help surface and shape them without overthinking or pressure. You bring fragments—ideas, impulses, unfinished concepts. With AI as a supportive collaborator, we explore how those fragments can become clearer, more coherent, and ready to share if and when you want to. No technical background is required. If you can talk or type, that's enough to work with AI here. This session is intentionally low-commitment and flexible: * Arrive late or leave early * Work quietly or observe * Ask questions, or simply watch the process unfold There's no presentation and no expectation to finish anything. Showing up as you are is enough. **THINKING OUT LOUD WITH AI - LIVE WORKING SESSION** This session is for people curious about how creative thinking actually happens with AI. I'll be working live on my own project, narrating decisions when useful, and answering questions as they come up. You're welcome to work on your own project, watch quietly, or ask about the process. No experience required. (Please note that this event has not been organized or endorsed by The Writer's Center.) **HOW TO FIND US** Look for the room with the door open on the lower level. Look for the guy with the screen projector and ambient light and sound. Feel free to just walk in and settle. **(*This is an independent meetup using rental space at The Writer's Center. The Writer's Center has not organized or endorsed this event.*)**

Join us for a relaxed, friendly Sunday lunch with fellow secular folks. This is a casual, come-as-you-are gathering focused on good conversation, shared interests, and community, no agenda, no presentations, just an easygoing meal together. In addition to your RSVP, please email ClydeDonovan202@gmail.com that you will be attending.

Title: Biology-Inspired Neural Networks with Multi-Directional Propagation of Values and Distributions Date: Feb 8 2026 10:00 am - Noon EST Summary: While biological axons can propagate in both directions, current ANNs are focused on unidirectional propagation. Also usually they only propagate values, while uncertainty is shown also crucial for making decisions of biological organisms - suggesting to propagate also variance, probability distributions. I will talk about novel KAN-like approach to ANNs repairing these lack by using neurons containing inexpensive local joint distribution model as polynomial, allowing to freely change propagation direction by just switching indexes, also propagate entire probability distributions represented by vectors of moments. Beside backpropagation, it also allows many additional training approaches, like direct estimation, tensor decomposition, and through information bottleneck. Speaker: Dr Jarek Duda is an assistant professor at Jagiellonian University. He holds degrees in computer science (PhD), mathematics (MSc) and physics (PhD). He is mainly focused on physics foundations, information theory, statistical analysis, and is known for introduction of asymmetric numeral systems. Moderators: Dr. Pawel Gora, CEO of Quantum AI Foundation and Dr. Sebastian Zajac , member of QPoland Zoom registration form will be provided no later than 1 hour prior to the event's start time.

We are meeting in person at Elwood Smith Community Center, Rockville. \*\*\* The community-singing event where where everything's made up and the point — to sing for our lives — matters. Our leaders will teach you parts to sing for spontaneously-composed choral pieces. We play a variety of listening/music/singing games, and create safe opportunities for participants to improvise as little or as much as they might like. Good for all skill levels, shower-singers to seasoned pros, no sheet-music-reading required. This month we welcome special guest and co-leader [Micah Hendler](http://micahhendler.com/), a musical changemaker building community through song - with Palestinian and Israeli youth in the [Jerusalem Youth Chorus](http://jerusalemyouthchorus.org/), here in the DMV through [Community Sings at Levine Music](https://www.levinemusic.org/performance/community-sings/), and more. \*\*\* We usually meet on the second Sunday of the month, and will continue to meet in-person as long as it makes sense. We encourage and provide masks. We will also plan on continuing our Zoom circles from time to time. So please check the day before/day of the meetup each month to confirm date & details. This world needs more song; join in the fun, and be the music you want to hear in the world. Hope to see you there! \~\~\~\~\~\~\~\~\~\~ L❤️ving this? Donate! : ) Your donations help keep our mission alive! We love doing this with you. Thank you to all who support us. Suggested donation is $15-20. Please include "VX" in the memo/notes! Via paypal: [ParisKern@comcast.net](https://paypal.me/Pariskern) Via Venmo: [@Pariskern](https://account.venmo.com/u/Pariskern) Check? Email: [ParisKern@comcast.net](mailto:ParisKern@comcast.net) IMAGE RIGHTS: We may take pictures and record videos of our in-person events, and record our Zoom meetings online. This material will be available for us to use to publicize upcoming circles and workshops and performances. By attending our events, you are agreeing with the image rights agreement. \~\~ This event is supported in part by the Maryland State Arts Council ([msac.org](https://msac.org/)). \~\~

Next we will read Solaris by Stanisław Lem. We'll be meeting at Franklin Hall. Bring some thoughts on the book and have a drink or two! https://www.goodreads.com/book/show/95558.Solaris **NOTE:** We have a spreadsheet to crowd-source suggestions and votes for the next book here. Add a book, or add your name next to a book to vote for it: https://docs.google.com/spreadsheets/d/1mprXaa6bcEW5EL_uprN16-RBcetO6pbqA4vHDTjtowI/edit?usp=sharing

## 🌇 Golden Hour: A Curated Singles Night (Ages 42–56) **Part of the *Cuffed by Cupid* Match Series** 💘 A winter singles series leading up to Valentine’s Day. 🗓 **Saturday, November 22** ⏰ **8:00 – 10:00 PM** 📍 **Eighteenth Street Lounge — Washington, DC (Indoor Lounge)** **Tickets**: https://matchandmeet-goldenhour-february.eventbrite.com *** At this stage in life, you know what matters — and you value your time. **Golden Hour** is a curated singles night for adults ages 42–56 who want meaningful conversation, thoughtful connection, and a relaxed, stylish night out. Whether you’re new to the DMV, re-entering the dating scene, or simply open to meeting like-minded people, this event is designed to feel comfortable, intentional, and genuinely enjoyable. This is not speed dating and not a loud mixer where you’re left on your own. It’s structured just enough to help connections happen naturally — and relaxed enough to feel like a great evening out. *** ### 🎟️ IMPORTANT: Tickets Required RSVPing “Yes” on Meetup does **not** guarantee entry. All attendees must purchase a ticket on Eventbrite to attend. (The ticket link will be shared in the event comments and confirmation message.) **Tickets**: https://matchandmeet-goldenhour-february.eventbrite.com *** ### 💫 How It Works • Arrive, check in, and enjoy a drink • Complete a short compatibility questionnaire on your phone • Our Matchbox system uses values, goals, and personality to curate up to **3 matches** • Matches are revealed in relaxed rounds throughout the evening • Plenty of time to mingle with the full group before and after No pressure. No awkward games. Just real conversation in a welcoming space. *** ### ⏰ Event Schedule **8:00 PM** – Arrival, check-in, drinks at the bar **8:15 PM** – Compatibility questionnaire opens **8:45 PM** – Match groups revealed **9:00 PM** – Match #1 **9:20 PM** – Match #2 **9:40 PM** – Match #3 **10:00 PM** – Guests welcome to continue mingling 👉 Please arrive by **8:30 PM** to be included in matchmaking. *** ### 🌟 Who It’s For Singles ages **42–56** who value meaningful conversation, emotional intelligence, and intentional connection. Guests within **±2 years** of the age range are welcome (e.g., 40 or 58). *** ### 👔 Dress Code Polished and date-night ready. Business casual, smart casual, or semi-formal attire encouraged. Sweaters, blazers, cocktail dresses, and fall layers are all welcome — just come comfortable and confident. *** ### 📋 What You’ll Need • A smartphone with internet access • Arrival by 8:30 PM for matchmaking • An open mindset — we’ll guide the rest *** ### 🛡️ Safety, Access & Policies • Event is held on a **second-floor indoor lounge (stairs only; limited accessibility)** • This is a **safe, respectful, and inclusive space** • Harassment or disruptive behavior will result in removal without refund • Photos and video may be taken for community promotion • Refunds available up to **4 days before the event** (Eventbrite policy applies) *** ### 💬 Why Golden Hour Works This is for people who want real conversation, shared perspective, and connection that fits where they are in life — without rushing or pressure. 📸 Follow along: **@dmv.experiences**

Each week we’ll revisit the core cyberpunk classics — starting with Blade Runner (1982), then Ghost in the Shell (1995), Johnny Mnemonic (1995), Strange Days (1995), The Matrix (1999), eXistenZ (1999), and Blame! (2017).

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

Can two girls—one enchanted, one the enchantress—save their kingdom and each other? Two hundred years ago, a slighted deity stole the magic from Auréal and vanished without a trace. But seventeen-year-old Odile has a plan. All her life, her father, a vengeful sorcerer, has raised her for one singular task: infiltrate the royal palace and steal the king’s crown, an artefact with enough power to restore magic. But to enter the palace, she must assume the identity of a noblewoman. She chooses Marie d’Odette: famed for her beauty, a rumored candidate for future queen…and Odile’s childhood-friend-turned-sworn-enemy. With her father’s help, Odile transforms Marie into a swan and takes her place at court. But when the king is brutally murdered and her own brother is accused, her plans are thrown into chaos. Desperate to free her brother, Odile is forced to team up with none other than elegant, infuriating Marie, the girl she has cursed…and the girl she can’t seem to stop thinking about despite her best efforts. To make matters worse, there are whispers that the king’s murder was not at the hands of man, but beast. Torn between loyalty to her father and her growing feelings for Marie, Odile becomes tangled in a web of treachery and deceit. To save her kingdom, she must find the true path to magic…and find the real killer before they—or it—strikes again.

OWASP is ending use of Meetup, so I built an eventbrite for the event. https://www.eventbrite.com/e/ai-development-risk-case-studies-and-how-agentic-ai-is-the-future-of-appsec-tickets-1981450622150?aff=oddtdtcreator AI is transforming how software is designed, developed, and deployed, dramatically accelerating velocity while introducing new categories of risk. As organizations adopt AI-assisted coding, autonomous agents, and increasingly complex model interactions, traditional application security approaches struggle to keep pace. This talk examines emerging AI-driven risks through real case studies from the field, highlighting issues such as insecure code generation, data-leakage pathways, model manipulation, and evolving supply-chain threats. We will explore how engineering teams must adapt their people, processes, and governance models to secure AI-augmented development workflows effectively. The session will then introduce agentic AI as the next evolution in application security—autonomous systems capable of continuous analysis, multi-step reasoning, and real-time remediation. Attendees will learn how combining agentic AI with modern practices can reduce developer friction, improve coverage, and create a future-ready application security strategy designed for the demands of AI-native software development

Join members of the local UX and Digital Design community for a casual monthly breakfast. There _might_ be a little snow, but there _will_ be effectively infinite serve-yourself coffee, so it evens out if you ask me. Just a reminder, while the other locations are great too, we’re at the Lane Ave one this time.