Information Science

**Agenda :** * 4.30 to 4.45 PM ET: Food and Networking * 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)" Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.** **Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition) **Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data. Attendees will learn practical patterns for implementing MCP in production workflows and applications. Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems. **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

We’re excited to bring the community together for an evening of learning and connection. This time, we'll have a community member sharing a use case and, as usual, an Elastic employee sharing their expertise as well. Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security. **Date and Time:** Tuesday, February, 10th from 5:30-7:30 pm EDT **Location:** Elastic Arlington Office - 4100 Fairfax Drive, Ste 500, Arlington, VA 22203 **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: "Streaming Context: Powering Semantic Search with Kafka and Elasticsearch", by Sandon Jacobs, Developer Advocate at Confluent * 6:30 pm: Q&A * 6:40 pm: "Agent Builder: Providing Relevant Context for Data Driven Agents", by Joe Gentsch, Senior Solutions Architect at Elastic * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Talk Abstracts:** **"Streaming Context: Powering Semantic Search with Kafka and Elasticsearch"** As the de facto platform for event streaming, we’ve seen how data from Apache Kafka can easily empower basic keyword search. But let's be real, modern semantic search applications need *context* to interpret the real meaning and intent of a user's query. We could wait around for the next batch job to kick off and provide that context... *or* we could serve it up in near real-time right from our data streams. In this talk, we'll discuss how to leverage data streams from Kafka to power much smarter semantic search with Elasticsearch. We’ll follow a simple event from a Kafka topic and see how it transforms into a powerful vector embedding. Then, we’ll see this whole flow in action using a k-Nearest Neighbor search to instantly find similar items in milliseconds. While my code examples will be in Java or Kotlin using the Spring Boot and Spring AI ecosystem, FEAR NOT! The core concepts—getting data into a vector format via a stream—are totally language agnostic. Join us to grab a few practical ideas you can take and use in your next project! **"Agent Builder: Providing Relevant Context for Data Driven Agents"** What are agents? What is context engineering? Join us as we dive into the importance of context engineering for providing relevant information to agents, and how to build grounded agents using Elastic Agent Builder. **Parking:** * The building’s parking garage is operated by Colonial Parking and is located off N. Randolph Street * Book a spot on[ SpotHero](https://spothero.com/search?kind=address&latitude=38.8818514&longitude=-77.1095268&search_string=4100+Fairfax+Dr+%23500%2C+Arlington%2C+VA+22203%2C+USA) * A Metro Station is located across the street

We’re excited to continue building AI in Practice with our monthly social! 🎉 Each month, we’ll host an informal happy hour and dinner at Upside on Moore in Rosslyn. Come join fellow AI builders, professionals, and curious minds for a relaxed evening of conversation, connection, and community. Whether you’re working on AI systems, advising on responsible adoption, or just interested in how AI is shaping law, compliance, finance, healthcare, defense, software, mission-driven organizations, or public service — this is a chance to meet like-minded people and help shape what this community becomes. 🍸 Drinks and food are available for purchase at the venue. 🤝 No formal agenda — just introductions, networking, and sharing what excites us about AI in practice. We’re so grateful for the early enthusiasm, and we look forward to seeing you each month as this community grows! **Date, Time & Location** 5:30 PM – 7:30 PM Thursday 23 October 2025 Upside on Moore 1831 Moore Street Arlington, VA 22209

**Agenda :** * 4.30 to 4.45 PM ET: Food and Networking * 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)" Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.** **Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition) **Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data. Attendees will learn practical patterns for implementing MCP in production workflows and applications. Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems. **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

IMPORTANT PLEASE RSVP @ https://www.meetup.com/washington-dc-elastic-fantastics/events/312487028/?eventOrigin=group_upcoming_events \*\*\* **Date and Time:** Tuesday, February, 10th from 5:30-7:30 pm EDT **Location:** Elastic Arlington Office - 4100 Fairfax Drive, Ste 500, Arlington, VA 22203 **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: "Streaming Context: Powering Semantic Search with Kafka and Elasticsearch", by Sandon Jacobs, Developer Advocate at Confluent * 6:30 pm: Q&A * 6:40 pm: "Agent Builder: Providing Relevant Context for Data Driven Agents", by Joe Gentsch, Senior Solutions Architect at Elastic * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Talk Abstracts:** **"Streaming Context: Powering Semantic Search with Kafka and Elasticsearch"** As the de facto platform for event streaming, we’ve seen how data from Apache Kafka can easily empower basic keyword search. But let's be real, modern semantic search applications need *context* to interpret the real meaning and intent of a user's query. We could wait around for the next batch job to kick off and provide that context... *or* we could serve it up in near real-time right from our data streams. In this talk, we'll discuss how to leverage data streams from Kafka to power much smarter semantic search with Elasticsearch. We’ll follow a simple event from a Kafka topic and see how it transforms into a powerful vector embedding. Then, we’ll see this whole flow in action using a k-Nearest Neighbor search to instantly find similar items in milliseconds. While my code examples will be in Java or Kotlin using the Spring Boot and Spring AI ecosystem, FEAR NOT! The core concepts—getting data into a vector format via a stream—are totally language agnostic. Join us to grab a few practical ideas you can take and use in your next project! **"Agent Builder: Providing Relevant Context for Data Driven Agents"** What are agents? What is context engineering? Join us as we dive into the importance of context engineering for providing relevant information to agents, and how to build grounded agents using Elastic Agent Builder. **Parking:** * The building’s parking garage is operated by Colonial Parking and is located off N. Randolph Street * Book a spot on[ SpotHero](https://spothero.com/search?kind=address&latitude=38.8818514&longitude=-77.1095268&search_string=4100+Fairfax+Dr+%23500%2C+Arlington%2C+VA+22203%2C+USA) * A Metro Station is located across the street

Everyone\, please join us on Monday\, February 9 at 7 p\.m\. to discuss The Rule of Laws: A 4\,000\-Year Quest to Order the World \| 454pp by [Fernanda Pirie](https://www.law.ox.ac.uk/people/fernanda-pirie). In The Rule of Laws, Oxford scholar Fernanda Pirie traces the rise and fall of the sophisticated legal systems underpinning ancient empires and religious traditions, while also showing how common people—tribal assemblies, merchants, farmers—called on laws to define their communities, regulate trade, and build civilizations. Although legal principles originating in Western Europe now seem to dominate the globe, the variety of the world’s laws has long been almost as great as the variety of its societies. What truly unites human beings, Pirie argues, is our very faith that laws can produce justice, combat oppression, and create order from chaos. Our meetings have a $3 fee, purely to offset the cost of Meetup. This can be paid via Venmo, Paypal, or in cash. We do not accept requests from authors to read their books. We will never ask for money beyond the above fee. If you receive offers purporting to come from the club they are part of an online scam.

• What we'll do On https://blackecon101.podbean.com/ Thursdays at 6 pm. discussing the economy....

Love audiobooks and nature? Looking to connect with fellow book lovers? Come **Book It Around** with us! Monthly audiobook walks are FREE and held in accessible public spaces around the D.C. Metro area. These \~ 90 minute walks are often followed by a social gathering -- book swap, picnic, indie bookstore private shopping, etc. Get a little dose of nature, read a few chapters, and make a bookish new friend! All ages, fitness levels, and identities welcome. If the event listing says "full," ignore that, come anyway, and bring a friend -- the more the merrier! Questions? Email bookitaround AT gmail DOT com

**\*TO ATTEND GET TICKET AT - [https://www.socialevents123.com/event-details.aspx?id=13268#tix](https://www.socialevents123.com/event-details.aspx?id=13268#tix)** (Multiple Meetup groups are co-organizing so the RSVP's shown are just a very small portion attending. ) This is the ADULT version of our very popular Survey Says game. There is nothing X-rated, but some of the questions would be considered R-rated or involve adult themes. HOW IT WORKS: This completely online event will be LIVE and you will be able to see and hear the other participants while playing. In addition you will get to meet and interact with other participants. At game time, your host will read off several survey questions on a variety of topics. Your goal is to come up with the number one answer to each question and write it down on your paper. Once the round is over (about 6 questions), we will go through the answers and determine who had the highest score for the round. The winners will get a raffle ticket for a chance to win a prize at the end of the event. Prizes will be an Amazon Gift card! HOW DO YOU FIND THE ONLINE EVENT ROOM: Zoom link will be emailed to you DAY OF THE EVENT. RSVPS on here are NOT reflective of actual attendance as this is a multi group event. Prepay required at **[https://www.socialevents123.com/event-details.aspx?id=13268#tix](https://www.socialevents123.com/event-details.aspx?id=13268#tix)** **For more fun events:** **Follow: [https://www.eventbrite.com/o/new-york-city-social-events-10797526283](https://www.eventbrite.com/o/new-york-city-social-events-10797526283)** **Click: [https://dljparty.ticketleap.com/](https://dljparty.ticketleap.com/)**

**🐍 🛢️ How To Sell Snake Oil (& Your Best Ideas)** Persuasive Speech Patterns with Dr. Ed Tori ***‼️In person at room 401-D at the Martin Luther King Jr. Memorial Library, 901 G St NW, Washington, DC*** **How do you get your ideas to land?** Have you ever heard phrases like “there’s no buy-in,” “they’re resistant,” or “this group will not move.” But what if resistance is not the problem? What if the issue is the way we communicate? In this lively, participatory workshop, **Dr. Ed Tori** will introduce you to a set of practical and surprisingly playful **persuasive speech patterns** drawn from his work in influence, hypnosis, storytelling, and behavior change. You will learn how people naturally shift into more persuasive communication when pressure is removed and creativity is sparked. At the center of the experience is a hilarious improvisational game inspired by the card game Snake Oil. Participants take on imaginative roles like zombies, pirates, or kindergarteners. Others must invent and pitch made-up products on the spot. The role-play creates immediate psychological safety and unlocks natural persuasive instincts you may not realize you have. Ed uses these moments to teach simple, powerful patterns you can apply to real conversations. **What you will explore** * Why people communicate more confidently and creatively when the stakes feel low * How persuasive speech patterns can transform conversations in facilitation, coaching, leadership, and team settings * Why resistance is often a signal of mismatched framing rather than unwillingness * How to speak to the human behind the role, label, or stereotype * How playful practice builds shared language, humor, and camaraderie among intact teams * How these patterns apply across contexts: healthcare, corporate environments, education, and family systems **What you will experience** * A fast-paced, interactive group exercise that helps you practice persuasive communication through play * Step-by-step teaching of speech patterns you can start using immediately * Opportunities to experiment, reflect, and compare approaches * Practical tools you can adapt for your own clients, teams, or classrooms **Who this is for** * Anyone who works with groups and wants their ideas to be heard. * Ideal for facilitators, coaches, consultants, organizational development practitioners, educators, designers, and leaders at any level. This session is especially helpful for people who work in environments where “resistance,” “lack of buy-in,” and “difficult stakeholders” are common refrains. **About the presenter** * Dr. Ed Tori is a physician, educator, and expert in influence and communication whose work blends behavioral science, improvisation, and hypnotic language patterns. He teaches leaders, clinicians, and teams how to help others think, feel, and act differently through ethical persuasion and intentional communication. His sessions are energetic, funny, experiential, and unforgettable. * NOVA Scribes has entered into a partnership with the IFVP: the International Forum of Visual Practitioners! This workshop is an IFVP Learning Lab. All IFVP members have access to Learning Labs at https://ifvpforum.circle.so/c/learning-hub/ This workshop will be recorded and posted on YouTube for anyone who cannot attend. You can find the YouTube link in the Comments section of this NOVA Scribes Meetup event once the workshop video has been uploaded to YouTube. You can find previously recorded videos at https://www.youtube.com/playlist?list=PLJfInZHmS8prj2_DUaJ35CYY8n7SzoPMJ We’re not charging for this workshop, but we will be asking for donations! Donations cover the costs of hosting events on Meetup, to honorariums for new graphic recorders, and scholarships. Please be sure you are registered on Meetup! If your Zoom name doesn’t match your name on Meetup, you will not be admitted. (We’ve had Zoom bombers.)

Ready to build something amazing without writing a single line of code? Or want a front-row seat to watch it all come together? Join us for an AI-powered hackathon where you’ll create an app using **Lovable** – the no-code platform that turns plain English prompts into real products. This will be an interactive, high-energy event – not a sit-down lecture. Builders will be hands-on and products will be built! How it works: * We’ll form small AI building groups – no need to come with a team. * Bring a laptop to help your team build by adding features or testing your product. * Each group will collaborate to build an app and share it at the end. * The product brief will be revealed at the start – no prep required! * All Lovable credits are covered – no fees involved. Whether you’re curious about AI tools, eager to experiment, or just want to see how others build fast, this is your chance to experience the future of app creation. Since group spots are limited, please RSVP **only if you’re sure you can commit**. **Agenda:** * **5:00pm - 5:30pm – Arrival / Networking** * **5:30pm - 6:00pm – Hackathon brief** * **6:00pm - 7:00pm – Build time** * **7:00pm - 7:20PM – Networking / Shortlist** * **7:20pm - 7:50pm – Finalist demo, voting and prizes** * **7:50pm - 8:30pm – Wrap-up / Networking** This event will be held at Amazon’s HQ2 in National Landing, Arlington. Please bring a photo ID that matches your registration name to check in with security. There are metro stops (Pentagon City, Crystal City) and parking garages within convenient walking distance. There is also some street parking available in the vicinity.

[Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“The Single Lesson,”** a debunking of myths and misconceptions about singlehood and a look at research and advocacy efforts focused on the unmarried, with Craig Wynne, a professor of English at the University of the District of Columbia and pioneer in the growing field of Singles Studies. [Advance tickets: $13.50 plus sales tax and processing fees. Available at[ https://www.ticketleap.events/tickets/profsandpints/dc-the-single-lesson]( https://www.ticketleap.events/tickets/profsandpints/dc-the-single-lesson) .] All around us are messages that being “coupled up” is the norm. Shows like *The Bachelor*, 90-Day Fiancé, and *Indian Matchmaking* have people rooting and fawning for marriage. Yet, despite its supposed unpopularity, the rate of singlehood is increasing. By 2030, the Pew Research Center has projected, 25 percent of 45- to 54-year-old adults in the United States will never have married. What’s the real picture when it comes to singles? Is a growing share of the population missing out on marital bliss, or are single people on to something? Hear such questions tackled by Professor Craig Wynne, co-editor of *Singular Selves: An Introduction to Singles Studies* and author of *How to be a Happy Bachelor.* Dr. Wynne will discuss how stereotypes of singlehood are perpetuated in the media and how they influence laws, policies, and our daily social interactions in ways that harm not just single people but those who are married, cohabitating, or in a relationship. His talk will explore the concepts of “singlism,” the stereotyping and stigma around people who are not married or otherwise unpartnered; “matrimania,” over-the-top societal obsession with marriage and weddings; and “amatonormativity,” the assumption that a romantic relationship must be prioritized above all other kinds. Finally, Dr. Wynne will discuss the emergence of Singles Studies—a field devoted to granting singlehood validity in an academic context—and look at recent advocacy intended to secure single people equity in a world that still privileges being married or coupled. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.) Image by Canva.

This meeting will be dedicated to talking about the entirety of “White Noise” by Don Delillo We will be meeting in the National Portrait Gallery Atrium. To stay up to date with events and discuss meetings or books, you can join our Whatsapp group. Please message me to get added.

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

**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)

Friday Night French Conversation Hour Bonjour tout le monde! (English Below) Je vous propose une soirée, ce vendredi qui vient, à l'hôtel Junto à Columbus. 19hr. 13 Vendredi 2026. C'est très bien située avec de l'espace extérieur et intérieur, un feu, un café (cafe se ferme à 19h; arrivez tot si ca vous interesse), un resto, et un bar. Le parking est payé est juste en face au musée des sciences COSI. Il y'en a aussi dans les rues mais un peu plus loin. Vous n'êtes pas obligé d'acheter quelque chose, car l'ensemble de l'espace c'est vraiment un grand lobby et de l'hôtel, mais c'est cool. J'ai parlé avec le management et ils sont ravis de nous accueillir, mais il n'y a pas de place particulière réservé pour nous. Ce sera à partir de 19h jusqu'à ? Moi, je suis Brandon. J'aimerais que ce soit un évènement mensuel et si l'espace ne vous convient pas, on peut discuter d'autres options. Je vais porter une casquette bleue et blanche qui dit "Québec." Venez nombreux! A tres bientot \-\-\-\- Hello everyone! It’s been a long time since we’ve had a Friday night French meetup. I suggest that we meet at the Junto Hotel in Columbus this coming Friday, 13 February 2026 at 7PM. There’s a great spot with both outdoor and indoor areas, a café (which closes at 7 p.m., come a bit early if that interests you), a restaurant, and a bar. Parking is paid and is located right across from the science museum called COSI. There is additional free and paid street parking around at varying distances. It’s a bit expensive, but you don’t have to buy anything since the area is really just a large hotel lobby. It's nice though. I spoke with management, and they’re happy to welcome us, though there’s no specific space reserved just for us. It’ll start at 7 p.m. and go until whenever. I’d like this to become a monthly event, and if this space doesn’t suit us well, we can discuss other options. Speaking and understanding French well is ideal but there may be learners there as well. I’m Brandon. I’ll be wearing a blue and white cap that says “Québec.” Come find us.

**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** TBD **YouTube Link** TBA

**Our February novel is: Julia by Sandra Newman** **This month is a classic, dystopian, fiction, literary fiction, women’s fiction, and science fiction novel. The book is 394 pages in print and 14 hours and 20 minutes on audiobook.** **An imaginative, feminist, and brilliantly relevant-to-today retelling of Orwell’s 1984, from the point of view of Winston Smith’s lover, Julia, by critically acclaimed novelist Sandra Newman.** Julia Worthing is a mechanic, working in the Fiction Department at the Ministry of Truth. It’s 1984, and Britain (now called Airstrip One) has long been absorbed into the larger trans-Atlantic nation of Oceania. Oceania has been at war for as long as anyone can remember, and is ruled by an ultra-totalitarian Party, whose leader is a quasi-mythical figure called Big Brother. In short, everything about this world is as it is in Orwell’s 1984. All her life, Julia has known only Oceania, and, until she meets Winston Smith, she has never imagined anything else. She is an ideal citizen: cheerfully cynical, always ready with a bribe, piously repeating every political slogan while believing in nothing. She routinely breaks the rules, but also collaborates with the regime when necessary. Everyone likes Julia. Then one day she finds herself walking toward Winston Smith in a corridor and impulsively slips him a note, setting in motion the devastating, unforgettable events of the classic story. Julia takes us on a surprising journey through Orwell’s now-iconic dystopia, with twists that reveal unexpected sides not only to Julia, but to other familiar figures in the 1984 universe. This unique perspective lays bare our own world in haunting and provocative ways, just as the original did almost seventy-five years ago.

### 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/)