Power Map

**This is a ticketed event. Please register at [this link](https://luma.com/qzxavbjl).** ​Most AI governance proposals land in one of two failure modes: command-and-control regulation that can't keep pace with the technology, or heavy delegation to industry that leaves values-based decisions in private hands. In a 2023 paper, Gillian Hadfield and Jack Clark propose a third path: regulatory markets, where governments license private regulators and require AI companies to purchase regulatory services from them. ​Kathrin Gardhouse will walk us through the paper's core argument and what it would actually mean in practice: how regulatory markets differ from existing approaches, what problems they solve, and what they might get wrong. ​​​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions

**Experience the Arka Brotherhood: A Transformative Community for Growth-Oriented Men** Looking to connect with other men on a deeper level? This gathering is a chance to experience *Men’s Work*—a powerful space for growth, reflection, and connection. Led by members of the **Arka Brotherhood**, this free 75-minute session offers a glimpse into the kind of work we do in our weekly circles. **What to Expect:** * A short intro: “What is Men’s Work?” * Core practices and activities from our weekly meetings **This Is For You If:** * You’re seeking real connection and community with other men * You want to develop leadership, self-discipline, or emotional intelligence * You’re ready to confront limiting beliefs and grow * You’re curious about Men’s Work but not sure where to begin *** **Event Details** 📅 **Date:** Tuesday, May 12, 2026 🕕 **Time:** Doors open at 6:00 PM, event starts promptly at 6:15 and ends at 7:30 PM 📍 **Location:** 918 Bathurst St, Toronto, ON M5R 3G5 – Sun Room 🎟️ **Free to attend. RSVP required—space is limited.** *** **About the Arka Brotherhood** Arka is a weekly men’s group committed to integrity, accountability, and brotherhood. Our members come from diverse backgrounds and share a commitment to personal growth. We welcome all men—regardless of age, race, faith, or sexual orientation—who are ready to show up honestly and do the work. **Learn more about our 14 Point Code and values:** [The Code – ARKA Brotherhood](https://arkabrotherhood.com/the-code/)

We are a group of men that meet weekly. Regular attendees do not always RSVP but we usually have 12 men present. Expect a frank and confidential space where you can speak personally, engage in interesting conversations or get support for your personal goals. **We start our meeting at 7:15 sharp. You can rsvp via meetup or email Saul (sauljoy@gmail.com) for this week’s address.** Guests are welcome but it's pretty casual so make sure you are expected in case we move outdoors to the park. Our group is part of Mentor Discover Inspire (MDI) The MDI Mission: To cause greatness by mentoring men to live with excellence and, as mature masculine leaders, create successful families, careers and communities. From MDI website: https://goo.gl/3DQ6aY From Toronto Star: [https://goo.gl/oDH3uX](https://goo.gl/oDH3uX)

**This is a ticketed event. Please register at [this link](https://luma.com/2eq29bip).** ​Proposals to nationalize AI development keep surfacing — whether driven by fears of AGI-related loss of control, or by national security logic like an "AI Manhattan Project." But these discussions rarely engage with how nationalization actually works in practice. Join Jason Yung at Trajectory Labs as he draws on the history of nationalization — its triggers, mechanisms, and consequences — to build a grounded picture of how nationalizing an AI company might actually unfold ​​​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/xwjDdVSw3E **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

We’re thrilled to invite you to an exciting meetup! We'll have one talk presented by an Elastic employee and one presented by a community member. Bring your questions and come support the community! **Agenda** **5:00 PM** – Doors Open Come in, say hello, grab some food, and settle in for an engaging evening. **5:45 PM** – **"Lessons from evaluating production AI Agents for over a year", presented by** Susan Chang, Principal Data Scientist at Elastic **6:15 PM** – Q&A **6:30 PM** – "**Elasticsearch Journey – Working in Different Industries", presented by** Yasir Zaid, Elastic Certified Engineer **7:00 PM** – Q&A **7:15 PM** – Networking & Event Wrap-Up Stick around to chat, connect, and share insights with fellow attendees. **When:** Thursday, May 14th 5:00 - 7:00 pm **Where:** [Centre for Social Innovation - Spadina](https://www.google.com/maps/search/?api=1&query=43.650017%2C%20-79.397156) 192 Spadina Ave. · Toronto, ON 3rd floor, The Viola Desmond Room **Abstracts** **"Lessons from evaluating production AI Agents for over a year"** This talk covers methods of evaluating AI Agents, with an example of how the speakers built evaluation frameworks for a user-facing AI Agent system which has been in production for over a year. We share tools and frameworks used (as well as tradeoffs and alternatives), and discuss methods such as LLM-as-Judge, rules-based evaluations, ML metrics used, as well as selection tradeoffs. **Bio:** Susan Shu Chang is a Principal Data Scientist at Elastic, where she leads work on production-grade machine learning, including generative AI and agentic workflows. She is also an internationally recognized speaker, O’Reilly author, and keynote presenter at major global technical conferences. **My Elasticsearch Journey – Working in Different Industries** This talk explores Yasir Zaidi’s hands-on experience using Elastic products to deliver strategic solutions across banking, insurance, and telecommunications. Through real-world examples, the session will cover how Elasticsearch and the broader Elastic Stack have been used for search architecture, security, SIEM, and observability, along with some of the newer and more exciting projects now being built with Elastic. The talk will also highlight recent Elasticsearch features and innovations, and how they are opening up new possibilities for modern enterprise use cases. **Bio:** Yasir Zaidi is the Owner of ZD Inc. ([https://zd-inc.net/](https://zd-inc.net/)) and Elasticsearch Experts ([https://elasticsearch.expert/](https://elasticsearch.expert/)), and Co-Founder of 360metrics ([https://www.360metrics.io/](https://www.360metrics.io/)) and Certified Elasticsearch Partner Solution Architect. He has delivered hundreds of Elasticsearch projects for organizations around the world, with experience spanning Observability, SIEM, Enterprise search, Cloud deployments, and AI-powered search solutions, Serverless and much more. His work includes engagements with Ericsson, SAP, Intact Insurance, Videotron, RONA, Geotab and Desjardins Bank, just to name a few. Backed by three master’s degrees and Elastic certifications, Yasir brings deep technical expertise and proven global delivery experience. Linkedin: [https://www.linkedin.com/in/yasirzaidi/](https://www.linkedin.com/in/yasirzaidi/) Spots are limited, so don't miss out!

**SPDY MEETUP 005** Welcome back! Following up on last week’s announcement, we are thrilled to schedule **SPDY MEETUP 005**. As always, we’ll be joined by incredible engineers who are ready to share their latest research and insights. Here's an updated list of presenters and topics: **🔸 Annie Sullivan**, Senior Staff Software Engineer at **Google** *"The latest data on soft navigations in Core Web Vitals"* 🔸 **Michal Mocny**, Sr Software Developer, **Google Chrome**, Speed Metrics *"InteractionContentfulPaint: a new Performance API for measuring UX."* 🔸 **Bas Schouten**, Performance Tech Lead at **Mozilla** *TBA* We have an incredible evening lined up featuring expert-led sessions sharing the latest in web performance research. As always, there will be dedicated time for Q&A following the sessions. **Interested in speaking?** Slots are available for lightning talks. If you’d like to share your work, please reach out via DM or email at **henrihelvetica@gmail.com**. Beyond the presentations, come enjoy some great networking with our vibrant community. We recommend **RSVPing as soon as possible** to secure your spot, as we are expecting international teams from both Google and Mozilla to also attend. With that, we look fwd to seeing everyone May 13th. -Henri

Hello Beautiful Soul Family, The Equinox energies continue to move through, and many of you may be feeling the shifts in both subtle and powerful ways. This is a beautiful time to stay grounded in self care, refine your intentions, and listen deeply to your inner guidance. As we move toward late spring and summer, the energy builds, inviting us to be clear, aligned, and anchored in what feels most true to your soul’s path. I am excited to share what is unfolding for our upcoming Shamanic Healing Mushroom Ceremonies in May and June. Over the past months, Marda and I have come together in a deeply aligned and divinely guided way. The balance of divine masculine and divine feminine energy has created a beautiful container where participants feel safe, held, and supported. As we have surrendered more fully into this work, I have witnessed a profound softening in the space. This has allowed deeper transformation, healing, and integration, which has been incredibly rewarding to experience. For our next ceremony, we are tapping into a golden vibration connected to many beautiful benevolent beings including the Spiritual Sun. This radiant frequency of alchemy and light codes shines within and around us, illuminating our electromagnetic field and amplifying our natural radiance. This golden energy supports deep soul healing across lifetimes and soul incarnations, gently dissolving what is ready to be released while activating higher remembrance and clarity. These ceremonies continue to be deeply soul nourishing. They offer a loving, compassionate, and intentional space to slow down, reconnect, and allow the nervous system to soften. Many participants share how supported they feel in moving through old patterns, opening their hearts, and embodying more of their authentic expression. It is beautiful to witness the courage, vulnerability, and commitment to inner work that each soul brings into the circle. With the growing momentum and returning participants, these ceremonies are filling up quickly. If you feel the call, I encourage you to sign up soon to reserve your spot. It would be an honour to hold space for you as you continue your journey of healing, remembrance, and expansion. Wishing you all the very best, *Confidence, Creativity, Freedom, and Self-Love.* **Transformational Healing** **Mushroom Medicine Ceremony** **"Galactic Golden Healing Light"** ***Saturday, May 16th,*** ***and/or June 6th, 2026*** *Let your past unwind in the present, releasing shame and cultivating courage as you learn to deeply love yourself for who you are & who you have become.* *Remember the Creative Being You Are & The Power You Hold to Live Life Anew in Every Moment* *This ceremony will be held at the beautiful 'Soul Sanctuary'* *studio in Leslieville, Toronto* **Hosted by Chris Dub & Marda Sperber** \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ **Join us, dear Soul.** This ceremony will support you to nurture and strengthen the new pathways you are choosing to take mentally, physically and spiritually to ensure you are a living a life that feels in rhythm with your body and soul. Receive the support you need to let go of the pain, hurt, sense of unworthiness & not enoughness, as well as the struggle we can all feel victim to at times. Immerse yourself into a space of love, forgiveness, and compassion, unlearning the ways you've been taught to judge your *very* human emotions and thoughts. ***You deserve to feel the love and support that's all around you, so you can bring forward the gifts and purpose you came here to share.*** The mind can be sticky, but when you experience genuine love it clarifies any confusion of who you truly are. ***This ceremony is an opportunity for just that: to open up to the authentic love that is innate within you, which opens up your heart, and helps you gain control of the mind.*** **Energies that could potentially arise in ceremony** **Shamanic medicine ceremonies may open access to a wide range of emotional, somatic, energetic, and spiritual experiences. Each journey is unique, and all expressions are welcomed within a container of safety, consent, and compassionate presence.** \*\*Energies that may arise:\*\*Emotional release such as grief, joy, anger, relief, or deep peaceMemories or imprints from early life, ancestral lineages, or collective experiencesSomatic sensations including trembling, heat, cold, expansion, or energy moving through the bodyKundalini life-force activation, energetic attunements, and realignmentEncounters with inner archetypes, sacred geometry, spirit guides, animal allies, or symbolic imageryAwareness of repetitive patterns or subconscious conditioningMessages from past loved ones or benevolent guiding energiesStates of expanded awareness, unity, stillness, or heightened intuitionHeart opening, deep surrender, electromagnetic field expansion, and embodied presence*All energies arise only as each participant is ready to meet them and are supported within a regulated, grounded, and loving field.* **Truly forgive yourself, learning to love the darker aspects that are rising to be seen and witnessed.** Cultivate a deeper love for the past versions of you, as well as others who have negatively impacted you. Gratitude is the open door to freedom, and ***when you recognize the gifts of the lessons life has given you - it becomes easier to let go of the anger, resentment, and regret***. As you unravel what has been tight within you, there is a natural alchemy that takes place within the body. Energy blocks and stagnation are unfurled, allowing you to open to more love, and the flow of vital life force energy. ***You will feel a loving space to heal and process through old traumas, ancestral karma, and become more astutely aware of ego identification, leading to more freedom, peace, and simplicity.*** **Release negative thought patterns, rewiring your nervous system for peace, harmony, and balance.** Be held in safe space so you can look at the negative thoughts and limiting beliefs that hold you back from feeling your freest, clearest, most alive and fully expressed self. Regulate your system through the awareness of breath, body (all levels - mental, emotional, physical & energetic), your 5 senses, and extrasensory perceptions. ***As you re-balance and re-align your system you will be able to see your internal experience more clearly, and also recognize why other people are the way they are, allowing you to have more compassion and forgiveness both for others and yourself.*** The more ***aware*** you are, the better ***regulated*** you are, and from that space you can become the master of your domain. You deserve the space and time to simply be, rest, rejuvenate, and feel the aliveness of living life moment by moment for YOU! **You are fully supported throughout the entire journey.** This ceremony includes the optional combination of pure MDMA along with the psilocybin mushrooms. We have found these medicines work very synergistically together, and offer an amplified level of heart opening. The pure MDMA is optional, and the dosing for both medicines will be based upon your intentions, disposition, prior experience, and current state at the time of the ceremony. After this ceremony you will feel more love for yourself and others, with a heightened sense of courage, strength, and integrity. ***You will want to make better choices, and also have the self-awareness needed to stay accountable to yourself.*** This level of love and clarity will emanate out to reach and impact all those closest to you. **This is an invitation to open up your heart, and love and forgive yourself through unconditional acceptance. To awaken to your divinity and beauty, and access your greatest gifts of self-healing and conscious creatorship.** Ceremony Preparation & Integration Prior to the ceremony you will receive an in-depth **plant medicine workbook** to help you prepare, questions to ask yourself and a recommended diet to support your experience. We will meet as a group before the ceremony for an **Intention Setting Call**, to connect with each other and share our intentions for the journey. You will also receive a **nervous system regulating practice** that supports in expanding internal awareness, grounding, centering and overall mindfulness. Following the Ceremony we will have an **Integration Call** to support and hold space for continued breakthroughs, challenges and dream weaving. (*All is Included in the Energy Exchange)* **Ceremony Day Flow**Introduction & Sharing of IntentionsOpening the DirectionsMushroom Medicine Ceremony **What Can Happen Throughout** **This Sacred Ceremony**Calling in Deities to Support Moving Through Energy Blockages & Embodiment of your Highest Virtues.Shamanic Drumming for Answering Prayers, Deep Emotional Healing, Connecting to Ancestors & True Forgiveness.Medicine Songs, Frequency Transmissions, Gong, Shruti, Theta Chimes, Animal Spirit Drumming, Crystal Harp, Singing Bowls, etc.Periods of Pure SilenceEarth Core Connection & Synchronizing with Mother Nature's Clock.Channeling of Higher Dimensional WisdomInter Dimensional Shifts of ConsciousnessFuture Visioning into Your BecomingEnergetic Shedding of the Old Self & Re-birthing as Who You Truly Are. **Ceremony Closing**Integrative Sound JourneyGratitude Circle & Honouring of Spiritual SupportsOrganic, Vegan, Gluten-Free Potluck w/ Integration Circle **Timing** \~ Sat, May 16th & Sat, June 6th 11:30 AM - 8:30 PM **Location** \~ Toronto, Ontario (Leslieville) Exact Address Given Upon RSVP **Energy Exchange** \~ **May 16th Ceremony** $367.25 ($325+tax) = *when deposit is sent by April 28th* $423.75 ($375+tax) = *April 29th or after* **June 6 Ceremony** $367.25 ($325+tax) = *when deposit is sent by May 10th* $423.75 ($375+tax) = *May 11th or after* **Both Ceremonies** $678 ($600+tax) = *when deposit is sent by April 28* $791 ($700+tax) = *April 29th or after* **(Includes Group Intention Setting Call, Ceremony,** **Post Ceremony Integration Call, & Prep Material)** **\*How to Register\*** *Email soulguided@soulguidednetwork.com if you are interested in joining the ceremony so you can fill out the intake form & get on a connection call to see if this is a fit. If you have worked with either of us before or we know each other well, you can just send the deposit.* $84.75 ($75 + tax) deposit or $169.50 ($150 + tax) deposit (for both ceremonies) or the full amount **E-Transfer:** chris@chrisdubkundalini.com **Paypal:** chrisdubkundalini@gmail.com \*\*Credit Card: [HERE ](https://www.paypal.com/paypalme/chrisdubkundalini?locale.x=en_US)\*\*through paypal *A couple spots are reserved for financial assistance. If you are in need, reach out to us at: [soulguided@soulguidednetwork.com](mailto:soulguided@soulguidednetwork.com) to start the conversation.* **Cancellation policy:** *If you cancel up to 7 days before the day of the ceremony, you may use payment towards the next ceremony.* ***.:: ABOUT YOUR FACILITATORS ::.*** ☼ Chris Dub ☼ ***Intuitive Healer, Kundalini Yogi, Quan Yin Energy Healer,*** ***Transformational Teacher, Ceremony Facilitator*** Chris is devoted to cultivating and holding space for you to become more aware of your mental blocks and repressed emotions, which allows this energy to transform into a higher understanding of one’s self and your interconnectedness to all of nature. The result is a high degree of self love which leads to a letting go of past pain, hurt and trauma. Experience increased energy flow and creativity, zest for life, calmed nervous system, amplified self worth and deeper, more meaningful relationships. Chris is a Certified Kundalini Yoga Teacher, Yoga Alliance Certified, Quan Yin Energy Healer & holds a Degree in Social Work. He teaches Kundalini Yoga, Meditation, Self-Awareness Practices, Sound-Healing and Breath-Work classes and events. Chris facilitates transformational retreats and deep healing ceremonies, he also hosts the Sacred Brotherhood Men’s Group and Women’s & Men’s Love Circles. Chris has undergone intensive breath work, bodily cleansing, meditation and self-inquiry to move through chronic pain and find deeper depths of self love since 2009. Chris is passionate about supporting you to bring self awareness and energy flow practices to your daily life so you’re internal GPS can always be online, guiding you to the most heart nourishing and fulfilling experiences. [Check out More of Chris Dub’s Offerings Here](https://docs.google.com/document/d/1_aIUQ2GpMysre--2kmY1ILu9TmpbDVjfOx-v7xw0IL8/edit) ☽ Marda Sperber ☾ ***Galactic Angelic Channel, Ceremony Facilitator, Kundalini Yogi, Founder and Lead of [Galactic Light Healing](https://www.galacticlighthealing.com/)*** Marda is a compassionate guide devoted to awakening the sacred within. Weaving shamanic, galactic, and angelic frequencies, she creates safe, grounded spaces for deep release, healing, and embodied transformation. Her work supports individuals in reconnecting with their inner light while cultivating self-love, clarity, and their multidimensional essence. Marda serves shamanic medicine ceremonies with deep reverence, gratitude, humility, and love. Her facilitation is rooted in honoring the sacred intelligence of plant medicines, the wisdom of the Earth, the greater cosmos, and the innate healing capacity within each person. As an intuitive healer, Reiki Master, and Kundalini and Breathwork facilitator, additional supportive tools may be intuitively woven into ceremony as needed, always in service to the participant’s healing, safety, and overall well-being. Whatever arises within ceremony is met with presence, compassion, and care. Participants are held in a loving and safe container, allowing them to surrender and receive healing as it unfolds naturally, in alignment with the highest good of all. [Info on Marda's Offerings HERE](https://www.galacticlighthealing.com/) **Mushroom Medicine Testimonials** "I turned to Soul Guided after my low-simmering depression and grief became more and more acute. The two guided psilocybin ceremonies that I took part in have been transformative. I feel like I've moved forward in a huge, miraculous leap and am now able to enjoy my days with far more resilience and joy. I now wake up without the anxiety in the pit of my stomach, without the feeling of gloom at another day. I have a deep sense that I'm ok and can face life's challenges and this toxic world with renewed strength. These ceremonies have lead to shedding of the brittle mental ruts that constrained my ability to thrive and have given me a far deeper feeling of connection to the people I love and the natural world around me. I have used psilocybin a few times in the past — but without guides. Jen and Chris Dub quickly establish a deep foundation of trust. They are gifted, compassionate, creative healers — and consummate musicians as well, creating magical soundscapes and offering deeply informed mystical guidance that has led me to a spiritual awareness that I never had before." **G.L. \~ October & November 2025 + January 2026** Private Medicine Ceremony Opportunities Experience a Private Mushroom, 5-MeO DMT, MDMA or LSD Ceremony with Chris and experience the visceral healing of trauma, clearing of stagnant energies, deep connection with your soul, infusion of creativity, vitality and lust for life. Let me be that strong pillar of support for you on your healing & self-discovery journey. **Please E-mail to chris@chrisdubkundalini.com to setup a call to discuss the possibility of a ceremony together, financial assistance and payment plans are available.** \~ Micro Dosing & Commonly Experienced Breakthroughs with Psilocybin Mushrooms Hello Evolving Souls, thanks for taking the time to read this newsletter. Moving forward I will be sharing the incredible benefits & breakthroughs that happen working intentionally with mushrooms… along with knowledge of effective spiritual practices & other psychedelic medicines to support your evolution. **7 Incredible Benefits of Working with Psilocybin**Helps to identify Addictive patterns & to work throughbelief systems and trauma associated with themHelps to treats depression. Among various mental health issues,depression is the most common.Assists in alleviating OCDRelieves AnxietyStimulates Brain CellsLife Changing Spiritual ExperiencesRestructures Neural Networks Interested in Micro-Dosing? We have perfected Psilocybin Mushroom Chocolates & are making them available to you. We use ceremonial grade cacao and all organic ingredients, offering them in both micro & macro doses. We have already helped some brave souls ween off Anti-Depressants through consistent micro-dosing. Please e-mail chris@chrisdubkundalini.com to set up an order or if you need any extra info, we can also set-up a call so I can help answer any questions. \*\*Please note that this should NOT be used as medical advice and you should always consult your medical healthcare professional before adjusting any prescriptions. **Micro-Dose Mushroom Chocolate** **Ingredients & Pricing** *All Organic Ingredients: Ceremonial Grade Cacao, Cacao butter, Maca, Maple syrup, Coconut oil, Vanilla bean, Sea Salt, Psilocybin Mushrooms* ***"Each chocolate has .4g of psilocybin, and therefore a 1/4 a chocolate can act as 1 daily dose (.1g is an average micro-dose)"*** **1 Chocolate (4 Doses) = $7** **6 Chocolates (3 week Supply) = $35** **24 (3 Month Supply) = $120** **48 (6 Month Supply) = $200** **72 (9 Month Supply) = $295** Your purchase includes a micro-dosing guide that will support you in working with this medicine in an effective way. ***Other micro-dosing options in capsules mixed w/ adaptogens available.*** *Please e-mail chris@chrisdubkundalini.com to setup an order & if you are interested in pricing around macro-dose chocolate* Follow along for inspiration & guidance

# Taylor Creek Slow Walk & Reset Join us for a relaxed, no-pressure walk through Taylor Creek. We’ll meet near **Cullen Bryant Park** and walk at an easy pace toward **Victoria Park**. (**Route**: [https://maps.app.goo.gl/vd4vmBeLiyk18k9i7](https://maps.app.goo.gl/vd4vmBeLiyk18k9i7)) The route follows the creek through a peaceful ravine, with stretches of trees, open green space, **gentle water sounds**, and the feeling of **being tucked away from the city for a while**. It’s the kind of walk where you can slow down, notice the light through the trees, listen to the creek, and let the conversation happen naturally. *** ## What to expect The walk is about **4 km** and will take around **1 - 1.5 hours.** We’ll keep the pace comfortable and take a short pause along the way to enjoy the surroundings. You’re welcome to chat, walk quietly, or move between the two. There are no pressure to socialize in any particular way. Just showing up and being present is enough. **Being there is enough.** *** ## A few notes 1. Comfortable shoes are still a good idea, and you may want to bring water. We’ll keep the pace easy and relaxed. 2. The route is mostly paved, with a calm trail feel as it follows the creek through the ravine. 3. This walk is for anyone who wants to be around people in a simple, low-key setting. You don’t need to be a fast walker, a big talker, or “good at socializing.”

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

We meet at lunch each week and each meeting follows a fairly organized agenda. First all participants pass their business cards around. Then each member and guest is invited to give a one-minute overview of their company and what is a perfect referral for the week. We always have a 10 minute presentation from one of the members about their business in more detail. And finally we pass referrals. You're welcome to visit. Nobody is ever put on the spot. Bring plenty of cards!

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

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

Interested? Contact Preston Moore k.preston.moore@gmail.com 614-300-5989 ———————————— Engaging in men’s work is the new way to forge friendships while being open-minded to personal growth. Many men experience healthier relationships, personally and professionally, by engaging in this work. Open Men’s Group is a container for men to share vulnerably without receiving judgment or feedback. We believe that emotionally mature, powerful, compassionate, and purpose-driven men will help heal some of society’s deepest wounds. We support the powerful brilliance of men and we are willing to look at, and take full responsibility for, the pain we are also capable of creating – and suffering. We care deeply about men, our families, communities, and the planet. Visit ManKind Project USA to discover more. https://mkpusa.org/

**History** The history of [Blendon Woods Metro Park](https://www.metroparks.net/parks-and-trails/blendon-woods/) began long before its 1951 opening, rooted in a landscape of rugged ridges and deep ravines that made the land unsuitable for traditional farming. In 1945, a report proposing a metropolitan park system for Franklin County specifically highlighted these cliffs of Bedford Shale as some of the "wildest land in the vicinity". Following this recommendation, the recently formed park district purchased the first 229 acres in early 1949. Because the terrain was so uneven, developers had to cut a mile-and-a-half-long roadway through dense woods just to bring in heavy equipment. This initial preservation effort ensured that the mature second-growth hardwood forests remained largely untouched by the urban expansion spreading toward Westerville. Opening day arrived on Labor Day, September 3, 1951, marking Blendon Woods as the second park in the Columbus and Franklin County Metro Parks system. The final push to open was a frantic race; the State Highway Department only finished the primary gravel access road four days before the gates opened. Early staff members, consisting of just four full-time employees, had to hand-dig pit toilets and learn construction skills on the fly to build the first picnic shelters. Despite the dusty conditions and limited facilities, the park was an immediate success, drawing massive crowds from across Central Ohio. By the end of the 1950s, annual visitation had already climbed to over 190,000 people. As the surrounding suburbs grew in the 1960s, the park faced severe overcrowding that threatened its natural habitats. In response, Franklin County voters passed the first Metro Parks levy in 1960, providing the funds necessary for a decade of steady expansion. During this era, the park nearly doubled in size, growing from 264 acres to over 570 acres by 1968. Planners also addressed a critical water shortage by collaborating with the U.S. Soil and Conservation Service to build a lake in 1964. This body of water originally served as a temporary reservoir before its role shifted toward conservation and wildlife support. The 1970s marked a transition toward the specialized wildlife and educational focus for which the park is known today. In 1971, the Walden Waterfowl Refuge was established around the 11-acre Thoreau Lake, creating a sanctuary that remains restricted to provide a quiet habitat for migratory birds. A formal nature center was also developed during this period, expanding on the guided Sunday walks that had been a park staple since the early 1950s. The park’s famous "Monarch Mansion" also became a prominent fixture, starting a long tradition of raising and releasing thousands of monarch butterflies each September. These initiatives cemented the park’s reputation as a premier destination for birders and nature enthusiasts. In more recent decades, Blendon Woods has continued to modernize while maintaining its wilderness character. The 10-acre Natural Play Area was added in 2017, encouraging kids to explore the ravines and woods off-trail. This was followed by the opening of a $1.5 million inclusive playground in April 2025, designed to accommodate children of all physical abilities. The nature center also underwent major renovations to include immersive, three-dimensional exhibits and a new butterfly house. Today, the park encompasses 653 acres, preserving a unique geologic and biological corridor amidst the bustling Westerville and Northeast Columbus area. **Map of the Park** Here is a map of [Blendon Woods](https://www.metroparks.net/wp-content/uploads/2025/05/BLN_map_Inclusive-Playground-and-Butterfly-Trail_May-2025_1980px.png). **Summary** For this event, we will hike the Lake View, Hickory Ridge, Ripple Rock, Overlook, Brookside, and Sugarbush Trails. This sounds like a lot, but it will really be only a little over five miles. Blendon Woods has a few hills here and there, but it's not one of the more strenuous metro parks. **Where We'll Meet** We'll meet just in front of the Nature Center. This is about a mile into the park from the main entrance. You have to go past the Ranger Station and the Shadblow Reservable Area to get to it, so don't stop too early at the Ranger Station and get it confused with the Nature Center. **After the Hike** Afterward, we will head over to [Forbidden Root Restaurant & Brewery](https://forbiddenroot.com/restaurants/columbus-ohio/) at Easton for [drinks](https://forbiddenroot.com/restaurants/columbus-ohio/#dinner-menu) and [food](https://forbiddenroot.com/wp-content/uploads/Cbus-Food.pdf). We should be there by 5 if you can't make the hike and just want to join us for drinks. The brewery's actual address is [4080 Worth Ave, Columbus, OH 43219](https://www.google.com/maps/place/4080+Worth+Ave,+Columbus,+OH+43219/data=!4m2!3m1!1s0x88388a86d10b6619:0x4d42b470a5cf11d3?sa=X&ved=1t:242&ictx=111); however, I recommend pointing your GPS to the [Worth Garage](https://www.google.com/maps/place/Worth+Garage/@40.0542293,-82.9137962,17z/data=!3m1!4b1!4m6!3m5!1s0x88388b4df6082825:0x17582f0eccd9dda1!8m2!3d40.0542293!4d-82.9137962!16s%2Fg%2F11rzfvvv8b?entry=ttu&g_ep=EgoyMDI2MDQxNS4wIKXMDSoASAFQAw%3D%3D) across the street. Parking in this garage is free as long as you're not on the first floor, and it is literally right next to the brewery.