HMI Human Machine Interface

Join us for another session of our study group as we dive into the fascinating world of Large Language Models (LLMs) using the book **Build a Large Language Model from Scratch** from Manning. In this session, we will finish **Chapter 7: Fine-tuning to follow instructions**. In the last session, we talked about how to prepare the dataset for instruction fine-tuning and in this session we will perform the fine-tuning and evaluate the model afterwards. This isn't just a lecture! Come ready to ask questions, share insights, and code along. Whether you're a beginner or have some experience, this is the perfect opportunity to build a strong foundation together. If you plan to work with the code on your own laptop during the session, try and set-up the environment ahead of time (https://github.com/rasbt/LLMs-from-scratch/tree/main/setup). We will be meeting at the North County Governmental Center this time that is across from the Reston public library.

Title: Quantum Enhanced Digital Therapeutics: Human Computer Interaction (HCI) and Health Informatics for Mental Health Date: Jan 24 2026 13:00 - 15:00 EST Summary: This talk offers an accessible overview of how quantum computing ideas may inform the next generation of digital tools for mental health. Ishan will sketch potential roles for pattern discovery, adaptive interfaces guided by human-computer interaction, and approaches to protect patient privacy, using examples drawn from public literature. The focus is on what is feasible now, what remains experimental, and how careful evaluation can guide responsible progress in health informatics. The session closes with open questions and a practical framing to help the community explore this space. An overview of where quantum computing could add value to digital mental health tools today, what is still experimental, and how human-computer interaction and health informatics can guide responsible evaluation. Speaker: Ishan Shivansh Bangroo is a graduate researcher at Penn State University in the College of Information Sciences and Technology. His work sits at the intersection of health informatics and human-computer interaction, with a growing interest in quantum-inspired methods. He studies adaptive clinical interfaces and trustworthy analytics for mental health support, aiming to make digital tools clearer, safer, and easier to use.

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.

Fish Stark, Executive Director of the American Humanist Association, gives a practical, engaging talk on how to communicate humanist values with clarity, confidence, and compassion. This talk will explore common questions non-humanists have, effective ways to explain humanism with empathy, and how to foster understanding across different worldviews. Please only RSVP if you will be attending in person only. If you are not attending in person, simply click the link at the meeting time.

## **1 Million Cups Loudoun Workshop: How AI Can Work for Your Business** **Wednesday\, January 28 \| 9:00 AM – 10:00 AM** **Venture X Loudoun – Ashburn** Artificial Intelligence is no longer just a buzzword — it’s a practical tool that businesses of all sizes can begin using today. Join **1 Million Cups Loudoun** for a special **workshop-style presentation** led by **Victor Meer of AI Prime** and **Jay Jay Billings of Band Gap AI**, designed to help entrepreneurs understand how AI can realistically support their business operations. This workshop will provide: * A clear, practical overview of what AI actually is * Real-world examples of how businesses are using AI today * Insight into where automation can save time and reduce friction * Guidance on how to start leveraging AI without needing technical expertise Whether you’re AI-curious, overwhelmed by the noise, or ready to explore automation in your business, this session will help you think clearly about where AI fits — and where it doesn’t. As always, coffee, conversation, and community are at the heart of 1 Million Cups Loudoun. ### What Is 1 Million Cups? 1 Million Cups is a national program powered by the Kauffman Foundation that brings together entrepreneurs and community members for weekly conversations that educate, support, and inspire. Loudoun’s chapter meets on the 2nd and 4th Wednesdays of each month. Join us on **January 14 at 9:00 AM** for coffee, connection, and a meaningful conversation about reimagining after-school education in Loudoun County. **We look forward to seeing you there.**

0700 Buffalo Wing Factory (BWF) Hunter Woods Shopping Center this week only, with the following weeks located at the RCC Hunter Woods meeting rooms 4-5-6-7 with a free medium Ledo's Pizza. This event is for active political party participants engaging in conversation & political discourse. The primary focus of this event is recorded for YouTube Debate Practice Trials beginning at 0704-0705 after Ledo's Pizza from next door. A projector will be used throughout most of the event, especially during the 45-minute-long trial debate sessions. It is open to all 6-7 political divisions and parties & constructive comments & criticisms are welcome. VICTORY SONGS FOR ELECTION CAMPAIGNS WITH TULSI GABBARD RUNNING ON THE DEMOCRATIC TICKET FOR THE NEXT GENERAL ELECTION FOR THE WHITE HOUSE WITH EVENING NEWS BRIEFINGS ON THE TOPIC WITH THE FORMALLY ANNOUNCED AND NEWLY ANNOUNCED DEI COMMANDER IN CHIEF THATS YOU TULSI GABBARD $& PLEASE READ THE BELOW AND TELL ME WHAT YOU THINK AND READ MY EMAILED NOTES ABOUT THE NEXT GENERAL ELECTION CAMPAIGN AND RELATED EMAILED NOTES AND SPEECH TOPICS AND RELATED BILLS THAT I SPONSORED WITH TRICRAFT’S FREELY DONATED MONEY FROM KELLY JOPLIN AT NSA HQ BLDG AND ROOM 10 BEFORE HE LEAVES BECAUSE ITS HIS LAST DAY AND YOU CAN GET THE REST FROM CNN BECAUSE I FORWARDED THESE WORDS WITH MY EXPRESS WRITTEN PERMISSION LIKE I DID WITH CODE WORD JAMES DEAN WHICH IS RELATED TO FBI REQUESTS WRITTEN BY YOURS TRULY FOR THE FBI’S JAMES DEAN TO READ BUT NOT ACT ON IT RIGHT AWAY Victory and some democratic Campaign songs in Proper Sequence and some used for Campaign Speeches and used for ***code words*** during the campaign:; [Verse 1] Love spreads her arms, waits there for the nails I forgive you, boy, I will prevail Too much to take, some cross to bear I'm hiding in the trees with a picnic, she's over there, yeah [Interlude] Yeah, yeah, yeah Yeah, yeah, yeah [Verse 2] She didn't scream, she didn't make a sound I forgive you, boy, but don't leave town Cold black skin, naked in the rain Hammer flash in the lightning, they're hurting her again [Chorus] Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen [Post-Chorus] I have a dream, I've seen the light Don't put it out, and she's alright, yeah, she's my sister [Guitar Solo] [Verse 3] She didn't scream, she didn't make a sound I forgive you, boy, but don't leave town Cold black skin, naked in the rain Hammer flash in the lightning, they're hurting her again [Interlude] Oh, oh, oh Yeah, yeah, yeah [Chorus] Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen Let me put you in the picture Let me show you what I mean The messiah is my sister Ain't no king, man, she's my queen [Outro] I've had a dream, I've seen the light Don't put it out and she's alright, yeah, she's my sister I want it all I want it all And I want it now Only just after Aerosmith Walk This Way Talk This Way JUST-BLOW-ME-A-KISS ORIGINALLY WRITTEN May 08 0709 AM SHE BLINDED ME WITH SCIENCE JUST BEFORE THE ABOVE