Algorithms

Everyone’s heard of book clubs where the group reads the same thing and gets together to discuss, which is great… if you have time and interest in whatever’s chosen. This is a different type of book club where you bring whatever you’re currently or recently reading (or just a book you’re super excited about) and talk about it with fellow book lovers. We’ll start with people arriving/ordering food between 615-645, then go around and introduce ourselveslves and give a very brief synopsis of what we’re reading and why we’re excited (or not!) about it. Then devolve into informal conversations until people need to head out. The goal Is to create community and connections in a group of strangers - to facilitate this please make sure you have at least a clear first name on your profile. Upside on Moore has a great selection of food you can order from your phone or at the kiosks. There’s also a bar with happy hour, something for everyone! Arrival tips: if you’re taking the metro, it’s the building above the Rosslyn exit. If you’re driving, you can park in the public lot under the food hall (entrance from the one way bus street) and validate parking after 6!

Join us for a writing workshop! Please submit your pieces to our Google Drive folder here: https://drive.google.com/drive/folders/1OP7W_j6K3hA8iVmtBPK71DcqeJOHA5Kv?usp=drive_link When entering submissions, please consider the following guidelines: 1\. Keep submissions to approximately 2\,000 words\, maximum 2\. Consider adding a brief Author's Note to introduce your work and let us know what kind of feedback you are looking for 3\. Please ensure that your submission is appropriate for a general audience and include trigger warnings as necessary If you are coming to participate in Workshop, please read the submissions in the folder by Monday evening and prepare your feedback! We will aim to discuss each piece in the submission folder, although some pieces may be pushed to the following workshop if time runs short. Feel free to add your notes as comments on the document itself, write them up in a separate file, or jot them down so that you can provide them to the writer.

Use Promo code WINTERME to receive $5.00 off! Purchase tickets here: [https://www.prosinthecity.com/event/speed-dating-washington-dc-16053](https://www.prosinthecity.com/event/speed-dating-washington-dc-15405) Professionals in the City is bringing intimacy and romance back to the art of speed dating! Although this combination may at first sound improbable, once you get involved, you will understand why this event is so highly anticipated! Our speed dating events are carefully designed to introduce to you as many potential partners as possible. Enjoy the ease of conversation with a new friend of the opposite sex in a seated, relaxed setting. Tonight's Speed Dating Washington DC venue is the perfect backdrop for getting to know other professionals in an atmosphere where you can actually hear yourself and your companion's conversation. During the speed dating portion of the evening, you'll date for approximately one hour, meeting intriguing members of the opposite sex as you spend a few minutes with each new acquaintance. Meet singles at our singles speed dating event and discover whom you click with! After the speed dating, join us at our Speed Dating Washington DC event for a night of socializing and more interactions. There will be a cash bar for this eventful evening, so come and meet other single professionals like yourself and have the time of your life! Then, after the event, use our exclusive online system from home to choose your matches from the people you met at the event. Without having to disclose your email address, you'll be able to send messages privately through our system to anyone who attended the event. Check in is at 7:00 and the dating begins at 7:20. Please check in at 7:00 so you have a chance to mix and mingle before the dating begins. Numbers are limited at this event so sign up soon!

This is a great opportunity to meet others who are new as well as those who have been around a while! Taco Bamba is a unique taqueria chain which offers a different menu at every one of its 10 locations. Offering traditional Mexican fare with a very hip and unique twist, Taco Bamba is sure to delight! If you're into adult beverages, they offer a very nice selection of those as well. Check out their [complete menu here](https://www.tacobamba.com/menus/#gaithersburg-menu). Expect entrees in the $10-15 range. Look for GRASP table flyers and Eli's GRASP shirt (see pics) to easily find the group. We can't wait to see you there!

Ready for more surprise and samba joy. Discover the charm and elegance of partner samba, samba de gafieira. Vasily and Yulia lead you through the basuc steps and technique. You are sure to fall in love with samba and samba de gafieira. Bossa is an iconic bar for Brazilian music with a great atmosphere. $10 class fee goes to support Vava Samba School.

Join us for an LGBTQIA+ D&D happy hour! Come unwind, roll some dice, and share adventures over drinks (alcoholic or otherwise)! Whether you’re a seasoned adventurer or just curious about the world of tabletop roleplay, it’s a space to connect, laugh, and celebrate community. Can't make it? Join the [DMV D&D Discord ](https://discord.gg/bDvGRtKfhR)to stay up to date on all the latest and greatest events!

PLEASE CHECK THE ONLINE MEDITATION CALENDAR FOR DETAILS OF THESE MORE THAN 50 SERVICES A WEEK- https://onlinemeditation.yogananda.org/calendar/

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.

Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at **7:00 PM on Wednesday evenings.** Edit: As of January 7, 2026, we will be back at Starbucks! Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. **We'll meet inside the coffee shop**. Please buy something to ensure we're welcome back. Sit down anywhere, but let me know you're here so we can introduce ourselves and check in before and after writing! (I'll be the one with the sign.) **SCHEDULE:** 7:00 - Quick introductions 7:20 - Timer starts: write for 1 hour 8:20 - The End: chat, take off, or keep writing Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. If you were on time, please be willing to make room for the friendly latecomer. Happy writing and I look forward to seeing you! **What Should I Bring?** Whatever you need to be able to write! Note that outlets are limited, so please make sure your devices are charged. Bring earbuds/earplugs if you want to block the overhead music or the conversation by other patrons. **Other Important Details:** Starbucks has WiFi. TRAVEL / PARKING: The shopping area is about a twenty minute walk from the College Park or P. G. Plaza/Hyattsville Crossing Metro Stations. There's also a bus stop right outside the shopping center on Baltimore Ave. Parking is free. SEATING INFORMATION: Seating is first come first serve. I'll try to grab a table, but be prepared to sit down anywhere. FOOD GUIDELINES: Tea, coffee, and light food are available at the coffee shop. Please thank our hosts by purchasing something to drink.

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.

HYBRID EVENT, VIRTUAL SPEAKER In this talk, Sean Hoar will explore the transformative journey of AI’s role in modern software engineering, from rapid prototyping (“Vibe Coding”) to strategic AI integration by skilled practitioners. It clarifies the distinctions between AI-assisted, AI-enabled, and practitioner-led approaches, offering insights into how developers can effectively adapt to and harness AI tools. The presentation also highlights recent advancements and practical strategies for leveraging AI in daily workflows and long-term development.

This is an In-Person Writing Event at Three Whistle's Cafe in Clarendon! Please join us. \*\*Three Whistles Cafe has kindly requested that we do not bring outside food and drink into their restaurant.\*\* This is not a critique session or discussion event. If you're interested in attending one of our regular meetings to discuss the art and craft of writing or to review another's work, please join us for a regular meeting on Wednesdays from 7p-9p.

Join us for American Smooth and Rhythm Ballroom Classes Every Saturday. Please see our website schedule for the dance of the month. Smooth Dances (Walz, Tango, Foxtrot). Rhythm Dances (Cha Cha Rumba Swing). We Always Teach The Smooth Dances First, followed by the Rhythm Dances. 10:30 AM American Smooth (Waltz, Tango or Foxtrot) 11:15 AM American Rhythm (Cha Cha, Rumba or Swing). [Register Here For Classes](https://crowndancestudio.com/group-classes/#) Please see schedule on our website by clicking the link above. $25 for both classes or $18 for one. These classes, are available to total beginners on Saturday.

Cooking with Cupid is a flirty, fun-filled singles cooking experience where participants learn to whip up fresh, heart-healthy meals perfect for a Valentine’s date night. This one-of-a-kind program blends hands-on cooking, light nutrition tips, and playful icebreakers to help guests connect while they chop, stir, and plate romantic, restaurant-quality dishes they can easily recreate at home. With upbeat music, themed décor, and simple but impressive recipes, Cooking with Cupid gives singles a confidence boost in the kitchen and a new menu of “wow” worthy ideas to cook for a current crush, future Valentine, or even a self-care date for one. **Registration Required. Ages 18 & up; FREE** Suitland Community Center **[REGISTER THROUGH PARKS DIRECT](https://mdpgparksweb.myvscloud.com/webtrac/web/search.html?display=detail&FMID=551514831&Module=PST&_csrf_token=gb6T6T6Z0B022B4E1R3M404E5O4G6G6B025U5T5K500E5H4L555J1H6W4Q564Y1B5V4M573W05604F5H4V0M5Q5W5D506Y6V4L6N4V615P4W6E6E6Y60606J6J035J4D59)** For fastest response to any questions, or for more information, please contact Health and Wellness directly via email [wellness@pgparks.com](http://wellness@pgparks.com/)

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

We are excited to host Guided Meditations on Sundays at 6 pm in our Ashram/Gallery/Home! !! !! Everyone wants to know what kind of God we worship and what kind of meditation we do. We worship the GOD that LOVES US! We understand that god is an energy and it lives in us as us. Our meditations guide others to actually experience that energy! xoxo We don't just talk about peace, love and affection, we experience it :) Also we are a home not a business, so we enjoy building community one friend at a time. We always build in time for people to mingle & develop friendships! xoxo Much Love, Frank Tennyson Namaste, Frank Tennyson http://photos3.meetupstatic.com/photos/event/a/f/9/9/600_447824953.jpeg

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 7:00pm on Wednesday, February 11 at Streetlight Guild. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. **SCHEDULE:** 6:45ish - Quick introductions 7:00 - Timer starts: write for 1 hour 8:00 - The End **OPTIONAL SOCIALIZING** happens before and after the writing hour. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. **BEING LATE IS OKAY:** just show up and get settled! If you were on time, please be willing to make room for the friendly latecomer. Happy writing & I look forward to seeing you at Streetlight Guild! **WHAT SHOULD I BRING?** Whatever you need to be able to write! You're welcome to bring earplugs/headphones if noise will bother you! **OTHER IMPORTANT DETAILS:** * **RSVP:** Please RSVP by 6:00pm the evening of the meeting. This helps me know how many to expect, and if we'll need additional space! * **COVID:** While masks are not required, please be mindful of the other writers around you and their comfort levels. * **WIFI/OUTLETS:** Outlets are limited, so please ensure your devices are charged when you come! But Streetlight Guild does have free WiFi! Yay! * **PARKING:** There is free public parking at Streetlight Guild.

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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)

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

### 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/)