Security Analysis

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!

In order to officially secure your spot on this event and to receive the details email of where to exactly park and meet with us you must register on our site by clicking the link below. https://www.trailboundproject.com/service-page/guided-hike-secret-view?referral=service_list_widget Our events typically fill up at 24 people for guided hikes! You won't see the attendees here on meetup as registrations are on our site but we wanted to let you know that we typically see large outings for all of our events! This guided hike has a nominal non-refundable $20 registration fee to secure your spot. The Secret View hike is a short out-and-back 2.5-mile hike with 450' of elevation up and down in a less popular part of Sterling Forest State Park in NY. We named it the Secret View hike because it is a very little-known view only accessible via unmarked trails. The view technically has a name, but you'll need to join us on the hike to find out what it is! The only hikers who visit it are locals who are... well... in the know! It's an easy-to-moderate hike that we'll take at a leisurely pace. We park at the trailhead near a medium-sized beautiful lake and head off on one of the park's unmarked woods roads. After taking in the interesting sights and features along this flat section, we turn onto another unmarked trail to head up to the small ridge. At the summit of this unnamed peak in New York, we find ourselves looking out at an incredible 180-degree view of the forests and peaks of New Jersey without any evidence of civilization. Since it's a short hike, we'll take our time resting, chatting, and enjoying the view at the top before we head back down. The parking and hike details are emailed after registration.

We'll check out 29th Parallel Coffee in Fairfax Station. We plan to grab a coffee and head to Burke Lake Park and walk around the lake (weather permitting). There are a couple of parking areas at the park. I marked the parking we're planning to meet at the park. We hope to start the walk around 11:30AM. If you're a Fairfax County resident (with an ID), parking is free, otherwise they charge for parking. Please have a picture profile so we can recognize you in the meetup.

Join us on Saturday, June 20th, as we welcome the Summer Solstice with a Cacao Ceremony, Sound Bath, and Mindful Movement Chakra Dance! The Summer Solstice marks the longest day of the year, symbolizing light, vitality, and the peak of the sun’s power. It’s a time to celebrate growth, abundance, and the warmth of the sun—an ideal opportunity to reflect on our own inner light and intentions. This event is perfect for everyone looking for a meaningful experience. Event Schedule: 2 PM - 4 PM:Kick off the afternoon with Jenny as she leads a special Summer Solstice Cacao Ceremony. You'll participate in the sacred ritual of drinking ceremonial-grade cacao, known for its heart-opening properties. The ceremony will conclude with a soothing sound bath allowing inner peace and emotional release. 4:15 PM - 5:30 PM: Next, join Elvia for a Chakra Dance Movement session. Immerse yourself in an enchanting journey that taps into the healing power of self-love and brining in the summer light through your own body. This unique experience blends mindful movement with ecstatic dance, inviting you to celebrate your internal fire and honor yourself from within. Everyone is welcome, and no prior experience is needed. What You Can Expect: \- Heart opening and emotional connection \- Transformation and healing of past traumas \- Chakra balancing and alignment \- Increased joy\, inner peace\, and emotional balance \- Enhanced self\-love and improved relationships What to Bring: \- A water bottle \- An eye mask or bandana to cover your eyes \- Comfortable clothes for movement and relaxation \- Hydrate well the day before the ceremony Important Note: There may be mild side effects from cacao, such as nausea or headaches, especially if consumed in excess. Please consult your doctor before participating, especially if you are pregnant, have a heart condition, or are taking SSRIs. Event Details: Date:June 20th (Saturday) Options: For those who only want to join our mindfulness chakra dance, you can select the chakra dance only for $33. Alternatively, get the entire ceremony that includes cacao, sound healing, and chakra dance for $111. Space is limited—please register early for an intimate experience! Location: Curanderas Heart Mindfulness Wellness Center 5852 Washington Blvd, STE 5 Arlington, VA 22205 We’re located on the second floor above Trade Roots Coffee Shop, with plenty of street parking available. For more information, contact Jenny Website:[www.curanderasheart.com](http://www.curanderasheart.com/) Email: [healing@curanderasheart.com](mailto:healing@curanderasheart.com) Phone: 703-531-7046 (call or text)

The Group gathers in the parking lot between 6:00 AM and 6:30 AM to catch the sunrise over the Potomac River. Google Maps: [https://maps.app.goo.gl/hCUuoxUPKhRbLLZn9](https://maps.app.goo.gl/hCUuoxUPKhRbLLZn9) Dyke Marsh Wildlife Preserve is known as a top regional birding spot; over **300 species** have been recorded here, including nesting bald eagles and ospreys. Bring your longest telephoto lens and binoculars. I can help you with camera settings so you can capture sharper images of both perched birds and birds in flight. It is thrilling to capture the amazing orange and red colors that are only available at that time in the morning. Share only your very best, most interesting shots after the field trip, and keep it down to between 5 and 10 photos. Bring water, comfortable shoes, a tripod, fully charged batteries, and empty memory cards... Park Facts: Entrance Fee: Free Allow Dogs on a leash: Yes Bathroom: On the north side of the Marina is a building for restrooms National Park Service Dyke Marsh Wildlife Preserve: www.nps.gov/gwmp Friends of Dyke Marsh (www.fodm.org) By sending in an RSVP and joining this meetup event hosted by the Virginia Beltway Photography Meetup, I agree to abide by the rules and regulations (where applicable) of the event location, and I am also agreeing to the terms of the following release and waiver of liability, which shall be binding on my heirs, executors, administrators, successors, and assigns. In consideration of my (and my child’s) participation in the Virginia Beltway Photography Meetup, I do hereby release, discharge, and hold harmless the Organizer, its members, officers, directors, employees, and the leader(s) of this event from any and all liability by reason of any damage, loss, expenses, or injury arising from my (and my child’s) participation in this event, including that caused solely or in part by the fault of any and all of the above-named parties.

**What would you like to wish at exactly 11:11? The number 1111 is associated with spiritual awakening, intuition, and spiritual growth. It also signifies enlightenment and the manifestation of your desires.** ***What is sound healing? During a sound healing experience also known as a sound bath participants lie down comfortably, allowing their bodies to relax and open to the healing frequencies from the soothing vibrational sounds filling the space. The session will feature an array of instruments, including crystal singing bowls, Tibetan bowls, gentle chimes, gongs, and other vibrational instruments, each chosen for their unique resonant qualities. The soundscape will be carefully crafted to guide participants through a journey of deep relaxation and inner exploration, promoting emotional release and mental clarity. As the session unfolds, the sounds will recalibrate every cell in your body, creating a nurturing environment where you can connect to your innerself. The experience will make you feel refreshed, aligned and rejuvenated.*** **What you may experience during this session:** * Stress Relief and deep relaxation * Ability to connect to your higher self, Ancestors and the divine * Relief physical pain * Release anxiety * Improve emotional balance * Increased feelings of joy, happiness, and inner peace * Ability to create self-love and improve relationships **What to bring:** * Your own water bottle * A Yoga mat or use one at the studio * A blanket ( or use one at the studio) * Eye mask (if you have one) * Comfortable clothes to lay down * If you are very sensitive to sound you may wear earplugs for this session **About Jenny Perez Curandera:** Jenny is a Full Time Curandera Shamanic Healer born into the Curanderismo tradition that utilizes Traditional Curanderismo Shamanic Healing modalities past down from previous generations. Her core values are to LIVE IN HARMONY with great spirit, the elements, nature, animals and people. DO NO HARM TO OTHER PEOPLE, PLANTS OR ANIMALS. In the traditional Curanderismo that Jenny practices the foundation is LOVE AND RESPECT to the spirit world, towards animals,plants, people,free will and the elders who guard the curanderismo tradition (Los Abulitos de la tradicion). Private bookings are available for ancestral healings,energy clearing , energy balancing and tarot readings. If you would like to book a private energy session or tarot reading before/after the sound healing session send an email to healing@curanderasheart.com or text (703)531-7046 ( Visit our site for more information on our upcoming ancestral healing ceremonies, trauma release ceremonies, cacao ceremonies, full moon ceremonies, women circles, breathwork sessions and energy clearing ceremonies to bring balance to mind, body and spirit) Stay connected via IG @curanderasheart Curanderas Heart is located in the Westover Village in Arlington VA . 5852 Washington Blvd unit 5 Arlington VA at a walkable neighborhood with food options and street parking. Space is limited allowing all of our events to have an intimate vibe. Due to limited space pre registration and arriving on time is very important. **DATES: SATURDAYS AND SUNDAYS** **TIME: 11am-12pm Doors will open 30 minutes early ARRIVE ON TIME TO SET UP YOUR SPOT. DON'T KNOCK ON THE DOOR OR DISTURB THE SESSION. ONCE THE DOOR IS CLOSED IT MEANS SESSION IS ALREADY IN PROCESS AND IT WILL NOT OPEN UNTIL THE SESSION IS OVER.** **Energy Exchange: $45** **Address: 5852 Washington Blvd unit5 Arlington VA 22205** **Info: WWW.CURANDERASHEART.COM** **healing@curanderasheart.com** **703\. 531\.7046 call or text** \*\*What you may experience during this session:\*\*Stress Relief and deep relaxationAbility to connect to your higher self, Ancestors and the divineRelief physical painRelease anxietyImprove emotional balanceIncreased feelings of joy, happiness, and inner peaceAbility to create self-love and improve relationships **\*\*\*\*Cancellation Policy: There are no refunds for missed, canceled reservations or if you arrive after session has already started\*\*\*\***

Cacao comes from a tree that has been used by Mexican, Central and South American indigenous cultures for spirituality and healing purposes. The main characteristic of this sacred medicine is opening the heart. During this ceremony we will practice the sacred ritual of drinking ceremonial grade cacao in its purest form to open our hearts to invite ancestral healing. Ceremony will be followed by a soothing and relaxing sound healing for you to bathe in the sounds of vibrational instruments. Everyone is welcome to join this ceremony. In this Curanderismo Cacao Ceremony with Sacred Cacao we will respectfully honor the spirit of Cacao in the traditional ways from the Yucatan Peninsula. Ceremony will be lead by Jenny Perez a Curandera and Shamanic Healer who has worked together with her teacher and elders to facilitate Cacao Ceremonies in the most respectful way , honoring the spirit of Cacao and Los Abuelos de la tradicion (The Elders of the curanderismo tradition and guardians of the sacred cacao).\*\*\*No photography, video recording, or recording of any kind is permited during the ceremony without prior written and aproved authorization. No part of this ceremony or its entirety may be replicated or claimed as your own without legal writen concent from Jenny, Curanderas Heart, and her legal team. Failure to comply will result in legal action by Curanderas Heart legal team. Be respecful of this tradition and all the elders involved in making it possible to preserve this tradition and its sacred ways\*\*\*. Start hydrating yourself a day before the Ceremony \*\*IMPORTANT NOTE:\*\* It is possible to experience some side effects such as nausea, sweating, headache, and nervousness with overconsumption of cacao. Please consult with your doctor before consuming ceremonial Cacao. This ceremony is not for people who are pregnant and/or have a heart condition or if taking SSRIs medications. What you may experience during this ceremony: Heart Opening and Heart Expansion Connection with your heart and emotions Transformation Chakra Balancing Deep healing of emotional wounds, grief, and traumas Ability to connect to your higher self, and ancestors. Improve emotional balance. Increased feelings of joy, happiness, and inner peace Ability to create self-love and improve relationships. What to bring: Your own water bottle Comfortable clothes to lay down An Eye Mask or bandanda if you have one Your own yoga mat or use one at the studio Your own blanket or use one at the studio Optional:A small offering for the altar such as a piece of fruit or flower About Jenny Perez Curandera: Jenny is a full time Curandera and Shamanic Healer. Her core values are to LIVE IN HARMONY with great spirit, the elements, nature, animals and people. DO NO HARM TO OTHER PEOPLE, PLANTS OR ANIMALS. In the traditional Curanderismo that Jenny practices the foundation is LOVE AND RESPECT to the spirit world, towards animals,plants, people,free will and the elders who guard the curanderismo tradition (Los Abulitos de la tradicion). Private bookings are available for ancestral healings,energy clearing , energy balancing and tarot readings. If you would like to book a private energy session or tarot reading before/after ceremony send an email to [healing@curanderasheart.com](mailto:healing@curanderasheart.com) or text (703)531-7046 ( Visit our site for more information on our upcoming ancestral healing ceremonies, trauma release ceremonies, cacao ceremonies, full moon ceremonies, women circles, breathwork sessions and energy clearing ceremonies to bring balance to mind, body and spirit) Stay connected via IG @curanderasheart Curanderas Heart is located in the Westover Village in Arlington VA . 5852 Washington Blvd unit 5 Arlington VA at a walkable neighborhood with food options and street parking. Space is limited allowing all of our events to have an intimate vibe. Due to limited space pre registration and arriving on time is very important. DATE: SUNDAY TIME: 1pm-3pm Doors will open 30 minutes early ARRIVE ON TIME TO SET UP YOUR SPOT. DON'T KNOCK ON THE DOOR OR DISTURB THE SESSION. ONCE THE DOOR IS CLOSED IT MEANS SESSION IS ALREADY IN PROCESS AND IT WILL NOT OPEN UNTIL THE SESSION IS OVER. Energy Exchange: $88 Address: 5852 Washington Blvd unit5 Arlington VA 22205 Info: WWW.CURANDERASHEART.COM [healing@curanderasheart.com](mailto:healing@curanderasheart.com) 703\. 531\.7046 call or text What you may experience during this session: Improve emotional balance, Increased feelings of joy, happiness, and inner peace. Ability to create self-love and improve relationships \*\*\*\*Cancellation Policy: Due to the extensive time and effort that it takes to prepare the sacred Cacao there are no refunds for missed or cancelled reservations.\*\*\*\*

Join us for a laid-back Sunday Brunch. The Brunch is All-You-Can-Eat buffet and a bottle of Champagne (750 ml) with Orange Juice. You make your own mimosa. Just only for $ 35.00 per person without tax & gratuity! It includes French toast, pancakes, waffles, omelettes made to order, Pasta, Salads, Roast Beef, Pork Ribs, oyster bar, cheese bar and Salmon, plenty of fresh fruit, yogurt, cakes, cookies, and pudding....mmmm! After brunch, we mingle and socialize. Closest Metro Station is Clarendon. Please take into account Metro's Weekend Track Work & Service Adjustments. Check it on http://www.wmata.com/ and plan accordingly.

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.

Greetings from the capital! Every Saturday at 7:30 PM, people from all walks of life — students, diplomats, travelers, locals — gather to unwind and connect. [[Click this whatsapp groupchat link to join](https://chat.whatsapp.com/JFESzopY1OgJ5z4r3RINfL)] Our age range is mostly 20s to 30s. If you enjoy discussing culture, politics, travel, or just want to practice a new language, this group is for you. A perfect blend of diversity and dialogue, right in the heart of D.C.

**NEW MEMBERS or 1st TIME EVENT GO-ERS** Before attending your first event, please take a moment to understand how our dinners work and what we ask of members. → **[Learn how DC Metro Dining works](https://tinyurl.com/Landing-Page-DC-Metro-Dining)** → **[Ensure Group Notifications are Setup (Announcements + In on Waitlist/Attending List)](https://app.tango.us/app/workflow/Enable-Meetup-Email-Notifications-3a85109614fc4907940503d096331392)** **RSVP CUTOFF (i.e. Final Change Your Mind if Registered YES)** → **RSVP Cancellation Cutoff for this Event is Sunday 10a, 6/6**. (*Late Cancel applies after this, repeat occurrences can impact membership*) I’m reviving the “Under the Radar” dinner series, where we check out restaurants that may not always get the same level of mainstream attention but have built strong reputations with local diners. This event takes us to **Guerra Steakhouse** in Rosslyn, Arlington, created by two former kitchen employees from the legendary Ray's the Steaks, the once highly regarded value steakhouse that built a loyal following across the DC metro region before closing years ago. Guerra continues that approachable steakhouse philosophy with generous portions, strong execution, and pricing that compares favorably against many traditional DC-area steakhouses. **FOOD**: Guerra Steakhouse focuses on classic steakhouse fare with a Latin American influence. Recent diners consistently highlight the ribeye, filet mignon, skirt steak, and steak frites for strong flavor and solid value relative to the DC market. Seafood items and sides are also well reviewed, and several guests note that portions tend to be generous without pushing into overly formal steakhouse pricing territory. Vegetarians have some options on the menu, but it is a steakhouse. The menu supports a range of ordering styles, from lighter dinners with appetizers and drinks to more traditional steakhouse meals with sides and wine. Reviews frequently mention attentive service and good value for Rosslyn dining. Reviews frequently mention attentive service and good value for Rosslyn dining. Most members should expect to spend between 45 and 90 dollars for dinner and drinks after tax and tip, depending on ordering style and alcohol on ordering style & beverage participation. → **Explore Guerra Steakhouse's menu (pdf):** **[https://www.guerrasteakhouse.com/](https://static1.squarespace.com/static/61685c8159b81c42ad566c2a/t/698bcf93c7f47d661a191051/1770770323587/dinner.pdf)** **SPACE:** Comfortable and modern dining room with an upscale casual feel. Expect a lively but manageable atmosphere on a Saturday evening, with moderate noise levels and a neighborhood dinner crowd → **Visit the restaurant sit**e:**[ https://www.guerrasteakhouse.com](https://www.guerrasteakhouse.com/)** - Tax/Tip combo is our required 30% tax/tip policy (see the FAQs for more details) - Limited to 8 slots See you there Joe **CLOSEST METR**O - **Rosslyn station** (Blue, Orange, Silver) is the closest stop. Exit toward Wilson Blvd and walk west along Wilson Blvd toward N Quinn St. The walk is about 10 - 13 minutes using standard pedestrian routing and traffic signals - For directions using the Metro, try using the Plan a Trip feature at the WMATA website [(click on your preferred Metro statio](https://www.wmata.com/rider-guide/stations/index.cfm)n then at the Station page level click "Plan a Trip" **PARKING**: Several paid parking garages are available throughout Rosslyn within a short walk of the restaurant, though pricing can vary significantly on weekends. Street parking availability is mixed depending on nearby residential and nightlife traffic. Members may also want to check parking apps such as SpotHero and Parking Panda for discounted garage reservations and advance booking options nearby. Plan accordingly *** Attendance Notes*** - ***If you RSVP “YES,” please commit to showing up****. With 5,400+ members and limited seating, we can’t afford no-shows. It’s not fair to other members or to our relationship with the restaurant.* - **New Members / 1st Timers: Trying to get a slot? Join** the Waitlist and check back frequently: spots (often open up on the morning of the event). You may also receive midweek confirmation emails to reconfirm your RSVP, so please check your Meetup DMs inbox. - **Billing Reminder - Add 30% for tax and tip to your food and drink total**. This is part of our group’s expectations and helps smooth out service with the restaurant Looking forward to dining with you Joe

We are NPS Weed Warriors and Arlington Regional Master Naturalists and you should volunteer with us on Sunday, May 17 to learn about nature and remove invasive plants from everyone's favorite urban island. Meet us at the entrance to the bridge (on the parking lot side, look for the sign) at 10:00 and bring your garden gloves and loppers/pruners if you have them. If not, we can provide gloves and tools. Wear long sleeves and pants and don't forget a water bottle. We will have tasks ranging from easy (cutting English ivy and honeysuckle vines from trees) to hard (sawing down bush honeysuckle). Parking at TRI can be tight if it's a pretty day. When the parking lot is full, you can park in Rosslyn and take the trail down. If you can bike or walk or take public transit, that's wonderful. We'll see you there! Erica, Stephanie, and Heidi P.S. If you can't wait until then to RIP (Remove Invasive Plants!), go here to find more volunteer opportunities in Arlington parks: [Volunteer to Restore Native Habitat – Arlington Regional Master Naturalists (armn.org)](https://armn.org/volunteer-opportunities/)

Welcome to Drunken Philosophy, a casual, curious, social discussion club. Come grab a drink and a seat at The Oracle. **Optional topic for this meetup: Where is everybody?** In 1950 the physicist Enrico Fermi was talking about aliens over lunch and asked a question that still has not gone away: if the universe is so vast and so old, and even a fraction of those billions of stars have planets, where is everyone? By the numbers the galaxy should be crowded with civilizations. Instead we look up and hear silence. That gap between "they should be everywhere" and "we see no one" is the Fermi Paradox. One of the most unsettling answers is the idea of a **Great Filter**: somewhere on the road from dead chemistry to a galaxy-spanning civilization, there is at least one step that is almost impossible to get past. Maybe the filter is behind us. Maybe life starting at all, or simple cells becoming complex, or intelligence ever evolving, is the freak accident, and we already cleared the hard part. Or maybe the filter is ahead of us, and advanced civilizations reliably wipe themselves out before they spread. Here is the part that messes with people. If we ever found life somewhere else, even pond scum on Mars, most people would call it the greatest discovery in history. But it might be the worst possible news. It would mean life is common, the early steps are easy, and the hard step is still in front of us. So the eerie silence overhead might actually be the best sign we could ask for. **Questions to wrestle with:** * Is it better to be alone? Would you rather we find alien life and learn we are not special, or find nothing and quietly improve our odds of surviving? * Where do you bet the filter sits, behind us or ahead of us, and why? * If it is ahead of us, what is it? Nuclear war, climate collapse, AI, something we cannot even picture yet? And can we do anything about a filter we cannot see coming? * Two principles pull opposite ways here. The principle of mediocrity (the Copernican principle, Sagan's "no privileged place in the universe") says we are ordinary, so what happened on Earth probably happened everywhere, which makes the silence scream louder. The anthropic principle says of course we find ourselves somewhere life was possible, since we could not observe anything else, so our being here may say almost nothing about how common life is. Which lens do you trust, and does the silence still demand an answer once you account for observer selection? * And if we did confirm life out there and had to accept we are not special, what would that do to belief in a higher power, and would shedding (or keeping) that belief help or hurt our odds of pulling together as one species? * Does any of this change how you live, or how humanity should be spending its time and money right now? As always the prompt is optional. Come for the conversation, stay for the drinks, and bring your own questions.

Our next much-awaited **COLUMBUS** meetup is **Tuesday June 30th from 7-10 pm EST at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new ones! Hope you will be there too! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect. Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!

Please reserve your spot by registering on the below link : **Reserve** https://www.eventbrite.com/e/join-biggest-community-investors-founders-columbus-online-tickets-1988563717610?aff=meetup **QUESTIONS ?** Pls Reach out to; Ridhi - +971504724873 ( WhatsApp Only)

**Defense in Depth for Your Career:** **What Layered Security Taught Me About Leveling Up** OWASP Toronto Chapter has partnered with the ISC2 Toronto Chapter and Tundra Technical Solutions to hold a recruitment event on June 25, 2026. The event is suitable for anyone considering a mid-career change or looking to understand how to pivot into new roles and ways of working. Please ensure you register for the event on the ISC2 Eventbrite link below: **Sign up here:** https://www.eventbrite.ca/e/isc2-toronto-chapter-june-2026-event-tickets-1991774193229 In-person space is limited to ensure each person gets enough time to have a real conversation with our excellent panelists and Tundra recruiters. Feel free to sign up for the virtual event so you can hear just the panel. OWASP promo code: 202606OWASPTC This code will give $10 off to the first 50 registrations!

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/).

Some trained COUNT volunteers work together once a month at RMH (http://www.rmhc-centralohio.org/volunteer.php) as Housewarmers (usually on the 1st Sunday from 1 – 5 PM). Some schedule other shifts at their convenience. You may try this out with less fuss by following a "Fast track" or go through the normal process. Fast track • Arrange a time to shadow a COUNT volunteer. Call Dave Nohle at 614-268-9558 (cell). • Show up and try it out. • Complete application, etc. later. Normal process • Complete an online application (http://rmhc-centralohio.org/volunteer/). • Attend orientation in advance. • At orientation you will complete forms agreeing to keep family/patient info private and allowing a background check and tour the facility. • Complete one training shift. Daily shifts are: morning 9 AM - 1 PM, afternoon 1 - 5 PM and evening 5 - 9 PM. • Schedule shifts online using the on the RMH scheduling system (http://www.volgistics.com/ex/portal.dll/?FROM=32895). The Ronald McDonald House (RMH) provides housing and meals for families with sick children. The Columbus RMH is the largest in the world with 137 rooms. COUNT has been volunteering there since May 2014. Housewarmers work with RMH guests to provide a home-like environment - greet, assist with family needs, answer phones, give tours, assist with checkin/checkout, prepare guest rooms after checkout, clean facility, laundry, restock supplies and staff the front desk. RMH Housewarmers volunteer at least one four-hour shift a month. All Housewarmers must complete an application and agree to a background check before they can be full fledged volunteers.

**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