Enterprise Performance Management

Title: What Is Progress? Knowledge Aggregation, Living Textbooks, and the Automation of Scientific Discovery Date: June 20 2026 Noon - 14:00 EDT Summary: Our collective knowledge infrastructure — the textbooks, professional training resources, and literature syntheses that define what professionals across disciplines believe to be true — is quietly accruing a structural liability. Compounded confirmation bias, stacked citation-by-citation into the foundations of formal knowledge, means that breakthroughs can take decades to reach the classrooms, clinical workflows, and decision-making frameworks where they matter most. Meanwhile, the deepest friction is rarely acknowledged: before any field can build meaningful consensus on "why" or "how" a phenomenon occurs, it must first establish honest, consolidated agreement on "what" has actually been observed. That prior step is routinely skipped, assumed, or fragmented across siloed literatures that never cross-pollinate. This talk introduces a framework called "Knowledge Aggregation" — with two distinct but complementary ambitions. The first is descriptive transparency: algorithmically mapping what has been said, measured, and documented across a problem space, without imposing causal interpretation or narrative. The second traces the boundary between empirical observation and explanatory claim, building systems that can separate the "what" from the "why/how" — because consensus on mechanism cannot be meaningfully constructed until consensus on phenomenon is first established. Both ambitions are now within reach. By composing tools already at our disposal — large language models, classical NLP pipelines, public data repositories, and engineering-grade automation frameworks — it becomes possible to model knowledge itself, rather than merely imitate individual experts. One concrete expression of this is automating the writing of living textbooks: compressing the lag from bleeding-edge discovery, through replicated evidence, all the way to professional training resources. But the deeper aspiration reaches further — toward automating the discovery of scientific insights that have never previously been conceived, by systematically surfacing hypothesis combinations that no single siloed researcher would have had the cross-disciplinary vantage point to even ask. Drawing on ongoing systems biology and computational research — with ME/CFS research demoed as a use case for what siloed, fragmented knowledge infrastructure costs in practice — this talk maps the conceptual architecture, the real-world friction, and the data science toolkit for building it. Speaker: As a systems biologist at heart, Sam specializes his biomedical research on interactions and connections in biology - rather than just one domain of expertise. He wears many hats and collects skill sets across disciplines, with degree studies and industry experience acquired across Chemical Engineering (BSc), Bioinformatics (MSc), Systems and Synthetic Biology (M2), Biomedical Sciences (MSc), and beyond. Even more important to him than niches or fields of work, comes down to the synergistic approaches that allow us to move beyond reductionism. The notion that a question can only allow for one answer, is inherently reductionist. By resisting many norms in science and engineering which can get overly reductive, his current role as Principal Investigator of Research for DMV Petri Dish (501(c)(3) non-profit local to the DMV region) embraces computational frameworks that aide scale-up and automation - not only around the processes which already exist with established workflows, but also taking a keen interest in attempting and accomplishing ambitions which have never been perceived to be possible previously. Sam carries a passion for the synergy of computational biology - fused with wet lab validation. This way, one can build a beautiful knowledge base in the theoretical sense, and then test to see if said computational prediction might actually be able to stand in the real world with wet lab validation. Translational modeling starts to become possible once biological experiment design can be iteratively looped alongside computational model design, optimization, and analysis - empowering the design of a better wet lab experiment, followed by a better computational model, back and forth until science is done!

JOIN US FOR AN EVENING OF CELEBRATION, COMMUNITY & CREATIVITY Following our Audience Award-winning 48 Hour Film Project, Phil is hosting the DC Creative Collective cast, crew, supporters, and friends to enjoy breathtaking Washington, DC skyline views. ⸻ **DIRECTIONS** The entrance to the building is on Mass Ave (the building attached to the Hampton Inn). The front desk attendant will buzz you in. Tell them you're here to meet Phillip on the roof and they'll fob you up to the 14th floor. Walk in the direction of apt 1411 and enter the stairwell across from apt 1411. Take the staircase directly to rooftop. **FOOD** Beverages and light snacks available, but please bring additional food and drinks to share. This event is bring your own everything. A Safeway grocery and 2 liquor stores are within 2 blocks of the building. **EVENT HIGHLIGHTS** 🎥 Exclusive Director’s Cut Screening Experience the enhanced version of The Seasoning King. 🥂 Rooftop Networking Reception Connect with fellow filmmakers, actors, writers, and creatives. 🏆 48 Hour Film Project Celebration Recognizing the cast, crew, and supporters who made the project possible. ✍️ THE WRITER’S BOX Have an idea for our next film? Drop your: • Story Concepts • Character Ideas • Loglines • Themes • Genres • Creative Challenges Selected ideas may inspire the next DC Creative Collective production.

**\*\*\* NOTE change of library space - We're meeting at Dolley Madison Library in McLean VA for this meeting \*\*\*** *theme:* **Power\, Voice & Stable Strength \| The Way of the Superior Man** Well explore themes from David Deida's book **The Way of the Superior Man** & his other teachings To simplify **David Deida’s approach** to owning your power, voice, stability, and strength, think of it as moving from performing a persona to radiating your deepest truth through an open body and a clear purpose. * **Owning Your Power**: Stop Resisting the Moment The Concept: True power isn’t about control; it’s the force that flows when you stop hiding from your fears. The Action: Unclench your body. Soften your belly and jaw so your energy isn't trapped. Reclaim your "dark masculine"—the warrior spirit that is willing to face death for the sake of love. * **Owning Your Voice**: Speak to Open Hearts The Concept: Your words are a musical instrument designed to change the energy of the room. The Action: Maintain integrity. Speak with absolute clarity and make sure your actions always match your word. Use your speech as a gift to open the hearts of those listening. * **Owning Your Stability:** Be Uncollapsable The Concept: Stability is being grounded in the "mystery of life and death" rather than surface-level tasks. The Action: Remain unperturbed. Don’t let your partner’s emotional storms or the world’s chaos "sag" your life. When tested, stay centered in your purpose rather than collapsing for approval. **Psychodynamic shared exploration, learning and growth** Interpersonal process groups focus on the interactions and dynamics between group members to facilitate personal growth and learning. These groups provide a courageous space for individuals to explore their interpersonal patterns, receive feedback, and develop more effective social skills. **The core principle is that the group itself becomes a microcosm of a member's real-life relationships, allowing for insights and behavioral changes.** Key aspects of interpersonal process groups: * **Exploration of Interpersonal Dynamics:** Members examine their communication styles, relationship patterns, and how they relate to others within the group. * **Feedback and Self-Awareness:** The group provides a platform for members to receive feedback on their behaviors and develop greater self-awareness. * **Development of Social Skills:** Members practice new ways of relating, communicating, and collaborating within the group, leading to improved social skills. * **Microcosm of Relationships:** The group mirrors real-life relationships, allowing members to observe and analyze their patterns in a safe and controlled setting. * **Personal Growth and Well-being:** Through these processes, individuals can experience significant personal growth and enhanced well-being. Benefits of participating in an interpersonal process group: * **Increased self-awareness:** Understanding one's own behavior and its impact on others. * **Improved communication skills:** Learning to communicate more effectively and assertively. * **Stronger relationships:** Developing more fulfilling and meaningful relationships. * **Enhanced empathy and understanding:** Learning to see situations from others' perspectives. **Tentative Agenda:** 1:00pm Social, Setup & Introductions, guidelines, terminology; 1:15pm Interactive open dialogue conversation & sharing; 2:45pm debrief, summary, debrief 3:00pm finish Light snacks, candy & water provided. Dolley Madison Library is in McLean, VA near I-495 beltway exits 44, 45 or 46. **Meeting Room** **#2** is 2nd door on immediate right after entering.

Improv workshop at Library. We will teach basics of Improvisation and rules before each game. Experienced and newbies alike are welcome to attend/participate. If you don't want to perform this time around, feel free to come enjoy the workshop and relax. If you need to cancel, please change your status to "will not attend."

Come support Velocity's Monthly Warehouse Sale! We'll need help moving bicycles outside the warehouse before 9 a.m. and back inside at 1 p.m. In between, we'll greet customers, help them find bicycles and parts, and ring up their purchases on Square. Feel free to sign up even if you can't volunteer for the whole time. And remember to wear clothes you don't mind getting dirty with bicycle grease! Please note that volunteers under 18 are required to have a parent or guardian attend the beginning of their first volunteering session in order to sign a waiver for them, and volunteers under 16 are required to have a parent or guardian present with them during all the time they spend volunteering at Velocity.

Hey Social Hub fam! Let’s set the tone this weekend with a smooth, grown‑folks night out. We’re starting with dinner by the water at **Vola’s Dockside Grill**, then sliding over to **Basin Street Lounge** for live jazz to keep the vibe flowing. After dinner → **🎷 Basin Street Lounge** Live jazz • Cozy atmosphere Come out for: • Waterfront views + good food • Strong drinks + easy conversation • Smooth jazz after dinner • Grown‑folks energy all night Let’s make it a whole vibe.

Serving our community by teaching financial literacy is paramount towards long term success. You will learn three main concepts towards building generational wealth. The five engines of revenu that will forever impact your. Lastly, be introduced a path to entrepreneurship that can transform your life and exceed expectations beyond your imagination Come and acquire this free education and walk out with a new drive! Dress code: Business Casual

Learn to manage stress and achieve self-growth through simple relaxation and Meditation. Heartfulness Meditation is a simple, modern, methodical approach to meditation. Rather than homing in on your breath or repeating a mantra, you simply focus inward, on your heart, to cultivate inner strength and serenity. Heartfulness meditation is gaining traction in recent years. It focuses on the heart, allowing individuals to connect with themselves on a deeper level, and ultimately achieve peace, relaxation, and clarity. It is a practice that encourages patience, self-compassion, and acceptance, helping cultivate a deeper appreciation for the present moment. This practice is offered with love and at no cost

**THE POWER OF THE SUBCONSCIOUS OVER YOU** You are welcome to arrive 15 minutes early for refreshments! At the lecture "The Power of the Subconscious", the speaker will clearly and understandably explain topics such as: What is the exact definition of the Subconscious Mind? How does it inflict unwanted feelings and anxiety in you? What determines how much pressure it exerts on a person? What exactly is the goal of the subconscious? This is not just a lecture where you sit quietly and listen. It's interactive and LIVE, so you can ask questions at any time. And the most important topic: **HOW DO YOU TAKE CONTROL OF YOUR SUBCOUNSCIOUS!** This group is sponsored by the Dianetics Life Improvement Center.

As the Pathfinders slowly regain their footing within the elven nation of Kyonin, Venture-Captain Viore Ciobanu has set his sights on cleaning up what remains of Talhindir Lodge. As such, he's requested a small group of Pathfinders to come and assist him with some minor pest control in the basement library and archives within the lodge, and is happy to reassure them that there's no danger greater than a stubborn rat or hungry centipede. However, when the doors shut behind the agents, it quickly becomes all too clear that sometimes empty lodges aren't always as empty as they seem... A Pathfinder Society Scenario designed for 1st- through 4th-level characters, playable in 4-5 hours. Written by John Curtin **Content Note**: This scenario contains themes of involuntary imprisonment, blood, and experiencing death. Before you begin, understand that player consent (including that of the Game Master) is vital to a safe and fun play experience for everyone. You should talk with your players before beginning the adventure and modify descriptions of the narrative as appropriate.

Theme: Gentle Flow Yoga & Meditation Level: Beginner to Intermediate Time: Sunday 9:00 – 10:00 AM Location: Bluemont park Cost: Free What to bring: Yoga mat, water, comfortable clothing Location: Basketball court of Bluemont park, google map 38°52'06.2"N 77°07'52.0"W Parking: South Bluemont Parking Area About the session *A gentle flow-based yoga session to move, stretch, and reconnect with your body. We may include simple breathing techniques and a short meditation session. - This is not a high-intensity class. You are welcome to go at your own pace and take breaks anytime. *Suitable for beginners and regular practitioners. Notes - Light food is recommended before practice *Outdoor session: feel free to bring sunscreen, towel, or anything you need - Please be mindful of your own body and practice within your limits By joining, you acknowledge that you are responsible for your own health and well-being during the session. About the host 200h Yoga Teacher Training (2019) Long-term yoga practitioner and part-time teacher 🌿 May you find a moment of ease and connection in your practice. **Smiley Social documents:** 1. [Group Rules](https://docs.google.com/document/d/1HrG35p_0M08leRvCp8XWG3CMkr_GL928XFabl5T6Dvg) 2. [Liability Waiver](https://docs.google.com/document/d/1W2mq-7m99lmvd7gdWYaSUFtvVg4UGnzV6koafAbHmco)

Dance your way into fitness with a family Zumba® class! This class brings together all members of your family for fun and easy-to-follow dance moves to upbeat music! Registration Required. Level: All. Ages 6 & up. **[Register here](https://mdpgparksweb.myvscloud.com/webtrac/web/search.html?Action=Start&SubAction=&_csrf_token=ia5R04641C1K274L284S2P4J5J436N476U685Z4L4Q1S6T4S5D5A1E6Z5P6656696J55584H13065Q6T6I046Y4M6D4I0C66465R576N6J4Y555D1M5P4L6K6510724Z64&age=0.25&age=0.5&age=0.75&age=1&age=2&age=3&age=4&age=5&age=6&age=7&age=8&age=9&age=10&age=11&age=12&age=13&age=14&age=15&age=16&age=17&age=Adult&age=Senior&primarycode=17681-479G&keyword=&keywordoption=Match+One&showwithavailable=No&spotsavailable=&beginyear=&instructor=&dayoption=All&display=Detail&module=AR&multiselectlist_value=&arwebsearch_buttonsearch=yes)** (summer registration opens 5/13 for residents & 5/20 for non-residents). Activity Code: 17681-479G **No classes on federal holidays (7/4).** Classes may be canceled due to inclement weather or wet grounds. Call 301-927-0822 for weather-related cancellations. For fastest response to any questions, or for more information, please contact Health and Wellness directly via email wellness@pgparks.com

Join us in celebrating International Yoga Day with a special talk by author Mark Mays. In this engaging session, Mark Mays will guide a live meditation and share his personal journey of self-realization, along with insights from his book Tell the World: An Author’s Journey of Meditation and Inner Transformation, offering a deeper understanding of inner peace and self-awareness through Sahaja Yoga. All attendees will receive complimentary entry along with a free PDF copy of the book. The session will be followed by light refreshments and an opportunity to connect with others. Walk-ins are welcome.

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-5/.

Get ready for a Picnic, this is our social and member appreciation event for the year! Feel free to bring family, but be sure to reach out with the number of attendees, so we can provide food for everyone. There will of course be food, music, games and fun! Event is held rain or shine, we have a covered shelter house reserved for the event. Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-annual-columbus-ace-summer-picnic/.

**What is a send-off?** Before we head to St. Louis for the Barbershop Harmony Society International Convention, The Alliance opens its doors to the community for a **free** preview of our competition set. This gives us the opportunity to perform in front of an audience before we take the international stage. We would love to see you there!

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

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

**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: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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