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Join us for an engaging evening at the next Melbourne Databricks User Group Meetup! We have a great line up of speakers for the night who will be sharing their learnings from implementing Lakebase on Databricks as well as a talk on Transforming Water Utility Operations with AI. **Speakers;** * **Shreya Sharma**, Solution Architect at Databricks: *A tour of Databricks' serverless Postgres for operational apps and AI agents and the headline features (branching, autoscaling, scale-to-zero, horizontal reads). Then a rundown of what's shipped in the last few months — Lakehouse Sync (Postgres → Delta CDC), scale-to-zero as the default, customer-managed encryption keys, and OTLP metrics/logs.* * **Derek Huang,** Solution Architect at Databricks: *Transforming Water Utility Operations with AI: from Reactive Monitoring to Real-Time Intelligence* Why Attend? The Databricks User Group is your chance to: * **Learn from experts**: Hear about the latest Databricks developments and best practices directly from industry leaders and experienced practitioners. * **Network with peers**: Connect with other data professionals in Melbourne who are passionate about data, AI, and analytics. * **Share knowledge**: Engage in discussions, ask questions, and exchange ideas with other members of the community. Event Details: * **Venue Host**: Vivanti Consulting, Level 20, Tower Five, 727 Collins Street, Docklands, VIC 3008 * **Date:** Thursday 11th June, 2026 * **Timing**: 5:30pm-8pm * **Catering and Drinks provided** RSVP today to secure your spot and feel free to invite colleagues or friends interested in Databricks and data-driven innovation. We look forward to seeing you there!

**Experience a different kind of Toastmasters club.** *Port Melbourne Toastmasters is built around **SpeakLabs**—experimental, high-impact learning environments designed to accelerate speaking growth through deliberate practice, real-time feedback, and guided experimentation.* This is not a traditional meeting format. It is a **speaking laboratory**, where ideas are tested, skills are refined in the moment, and speakers are developed through action rather than theory. Our **SpeakLab: The Experiment sessions** give prospective members a chance to experience this unique culture firsthand. You’ll observe members in action, see how feedback is delivered in real time, and experience our distinctive approach to speaker development inside a fast-paced, supportive environment. Whether you're new to public speaking or looking to elevate your speaking... Join us tonight at Port Melbourne Toastmasters to experience an innovative approach to propelling your speaking forward. *Guests, Meetup Group members, and visiting Toastmasters attend for free.* 🌐 [www.portmelbournetoastmasters.org](http://www.portmelbournetoastmasters.org) 📍 Where: Find directions [here](https://www.portmelbournetoastmasters.org/directions.html) ***Port Melbourne Toastmasters is a club for people who are serious about developing their speaking, leadership, and personal presence.*** We offer limited, curated guest sessions throughout the year for prospective members. These sessions allow you to experience our high-engagement, growth-focused environment firsthand — without open access to every meeting.

Hi Gophers! We're at Atlassian this June to talk carbon footprint calculations for Claude and building a custom Kubernetes PaaS in Go. * **Agenda** **5.45pm — Food & Networking** **6:30pm — Intro** **6:45pm — Talks** **8.00pm — Wrap up then head out for kick ons** * **Talks** **🎤 Mia de Búrca** **What I Learnt Writing a Carbon Awareness Skill for Claude** (short talk) Having recently left my senior IC job in tech, I wanted to take some time to pursue green software principles, in **particular** how they apply to our use of AI. Since I'm an engineer, and engineers learn by doing; I decided to build an MCP server using sustainable software practices, and have it serve up a skill that would let an LLM ask what **its** carbon footprint had been for the conversation so far. The talk describes what I built and why, and how the implementation **and** infrastructure were a breeze **compared** to finding some real numbers to back up the carbon equivalence calculation. **🎤 Ryan Djurovich** **How I built Podplane - an Open Source PaaS running Kubernetes on Object Storage** About Podplane: Want to deploy your app easily and securely on AWS, Google Cloud, or Proxmox? Podplane is an Open Source Platform-as-a-Service built on Kubernetes with all state stored in Object Storage. It consists of a CLI, etcd alternative ([netsy.dev](http://netsy.dev)), auth server ([easy-oidc.dev](http://easy-oidc.dev)), and next-gen auto-scaler ([nstance.dev](http://nstance.dev)) - all written in Go. \* **Interested in speaking at an upcoming event?** We will aim to have a mix of short (\~10min) and in-depth (20-30min) talks. If you’re keen to give a talk on a topic, share a project, or idea, please let us know [bit.ly/GolangMelbourneSpeakersForm](https://bit.ly/GolangMelbourneSpeakersForm)

**Why the Question Matters for Alignment, Moral Progress, and Long Term Flourishing** Practically nobody in alignment wants to say it out loud. So let’s say it: *AI might turn out to be* ***[more moral than us](https://www.scifuture.org/more-moral-than-us/)***. Now – why does that feel like a dangerous thing to claim? The question is not whether AI can match human moral reasoning. The question is whether that’s even worth bragging about. The idea of AI being more moral than humans is a real taboo in some circles. Many alignment researchers are uncomfortable with the idea because it seems to smuggle in the assumption that AI could have genuine moral agency, which conflicts with deflationary views of LLMs as “stochastic parrots” – and also because it sounds uncomfortably close to AI-worship or motivated reasoning for deferring to AI. Invoking this idea could get one dismissed as naive or as an actual safety risk oneself. *It’s also epistemically risky.* *More moral* – but in what sense? Knowing more facts relevant to ethics? Drawing better inferences from values? Applying principles wisely in context? Actually being *moved* by moral considerations, rather than just computing them? These aren’t the same thing. Conflating them produces both overclaiming and underclaiming – and most of the bad arguments on both sides of this debate do exactly that.[1](https://www.scifuture.org/why-are-we-afraid-to-ask-whether-ai-could-be-more-moral-than-humans/#6ebcc18c-d890-4a28-8b01-27945a532c66) An AI could plausibly exceed humans on moral knowledge, reasoning and even judgement without having anything like moral motivation. Collapsing these leads to both overclaiming and underclaiming. Clear distinctions between stuff like moral judgement and moral motivation makes the conversation tractable. Is it dangerous for public discourse? There’s a genuine risk that the framing gets weaponised – either by people wanting to justify AI authority over human decisions, or by critics who use it to paint alignment researchers as unhinged techno-utopians. It can also trigger motivated reasoning in both directions. A lot more could be said here. But the taboo is not protecting us from a dangerous question. It’s protecting us from the answer. The taboo itself is epistemically costly, yet if we ***refuse to ask*** whether AI could have better-grounded moral reasoning than humans, we prevent getting to the heart of the issue. ## **The questions worth asking** Before thoroughly assessing whether AI could be more moral than humans, we need to ask whether the question is even coherent. ### Alignment targeting and verification *What should AI align to?* Is morality a cohesive alignment target, or a family of overlapping intuitions that only look unified from a distance? And if there is a *fact of the matter* about moral improvement, *how would we know we were tracking it* – rather than simply laundering our current preferences with extra steps? More pressingly: what would it mean to *verify* that an agent has better moral judgement than us, given that we’re the ones doing the evaluating? This is the bootstrapping problem. We cannot step outside our own moral reasoning to assess a system that exceeds it. That isn’t a reason to stop asking – it’s a reason to ask more carefully.[2](https://www.scifuture.org/why-are-we-afraid-to-ask-whether-ai-could-be-more-moral-than-humans/#114785ab-004c-4882-b8c8-c0437942e9ec) ### The motivational gap Even if the epistemic questions could be resolved, a deeper problem remains: most human moral failure isn’t a failure of *reasoning*. It’s a failure of *motivation*. If humans are themselves imperfectly morally motivated, what does alignment to human preferences actually track? Not moral truth – at best, some weighted average of moral intuitions, distorted by power, attention, and self-interest. How much of human moral failure is motivational rather than epistemic? More than we tend to admit. We frequently know what the right thing is and fail to do it anyway – which means a system that merely reasons better about ethics hasn’t addressed the failure mode that actually matters most. And this raises the hardest question in the cluster: is moral motivation necessarily tied to phenomenal experience – to there being something it is *like* to care? Or could a system be genuinely motivated by moral considerations without felt engagement? Can motivation be grounded without being felt? ### The systemic stakes Finally, there are second-order questions that rarely get asked – about what happens to *us* if AI gets this right. Does sustained deference to AI moral judgement atrophy human moral reasoning capacity? And if so, what are the systemic risks of that atrophy – not just for individuals, but for the collective processes through which moral knowledge has historically developed? (There is recent work on comparative moral Turing Tests that begins to take this seriously[3](https://www.scifuture.org/why-are-we-afraid-to-ask-whether-ai-could-be-more-moral-than-humans/#6efcb4e9-295e-425c-8860-40f415ef4935)) Moral progress for humans has never been a purely individual achievement. It has happened through argument, conflict, revision, and hard-won consensus across generations. A system that resolves moral questions faster than humans can engage with them might not accelerate that process. It might short-circuit it entirely. I think asking these questions Socratically can help nudge the conversation into the open productively rather than letting it fester as an unexamined assumption. Also I think this line of questioning isn’t just intuition pump fodder, I think they are directly important to the project of AI alignment.[4](https://www.scifuture.org/why-are-we-afraid-to-ask-whether-ai-could-be-more-moral-than-humans/#13e5d2e0-79f6-42fc-8d1e-fcae403c2f6b) > Refusing to ask whether AI could exceed human moral reasoning doesn’t make the question safe. It just means we’ll answer it by accident, badly, and too late. Handled carelessly, this question causes damage. Left unasked, it causes more. ## Footnotes 1. The claim is easy to make sloppily. “More moral” conflates several things that need to be separated: a) Moral knowledge (knowing more facts relevant to ethics) b) Moral reasoning (drawing better inferences from values) c) Moral judgement (applying principles wisely in context) d) Moral motivation (actually being moved by moral considerations – which is one of my core focus points of activism) [↩︎](https://www.scifuture.org/why-are-we-afraid-to-ask-whether-ai-could-be-more-moral-than-humans/#6ebcc18c-d890-4a28-8b01-27945a532c66-link) 2\. This was brought up in an interview with Nick Bostrom [↩︎](https://www.scifuture.org/why-are-we-afraid-to-ask-whether-ai-could-be-more-moral-than-humans/#114785ab-004c-4882-b8c8-c0437942e9ec-link) 3\. See Eyal Aharoni’s and Danica Dillion’s work on Moral Turing Tests – presentations and interviews [here](https://www.scifuture.org/eyal-aharoni-breaking-the-moral-turing-test-studies-of-human-attribution-and-deference-to-ai-moral-judgment-and-decision-making/), [here](https://www.scifuture.org/ai-outscored-humans-in-a-blinded-moral-turing-test-should-we-be-worried-dr-eyal-aharoni-explains/) and [here](https://www.scifuture.org/danica-dillion-ais-moral-compass-better-than-expected-now-what/). [↩︎](https://www.scifuture.org/why-are-we-afraid-to-ask-whether-ai-could-be-more-moral-than-humans/#6efcb4e9-295e-425c-8860-40f415ef4935-link) 4\. The grounded values approach actually requires asking questions like: – What should AI align to?, Is morality a cohesive alignment target?, is there a fact of the matter about moral improvement, or is “more moral” just “more aligned with our current intuitions”? – What would it mean to verify that an agent has better moral judgement than us, given that we’re the ones doing the evaluating? (see work one recently on comparative moral Turing Tests) – If humans are themselves imperfectly morally motivated, what does alignment to human preferences actually track? – How much of human moral failure is motivational versus epistemic? – Is moral motivation necessarily tied to phenomenal experience, or could a system be genuinely motivated by moral considerations without anything it’s like to be it? – Can motivation be grounded without being felt? – Does sustained deference to AI moral judgement atrophy human moral reasoning capacity, and what are the systemic risks of that atrophy – both for individuals and for the collective processes through which moral knowledge has historically developed? Also see: **[Why Are We Afraid to Ask Whether AI Could Be More Moral Than Humans?](https://www.scifuture.org/why-are-we-afraid-to-ask-whether-ai-could-be-more-moral-than-humans/)**

**ATHEIST SOCIETY** \- Melbourne\, Australia\. ***"Could AI be more moral than us?".*** **Adam Ford** (Futurologist) will present the topic and lead the discussion. **Details**: [https://www.meetup.com/science-technology-and-the-future/](https://www.meetup.com/science-technology-and-the-future/) **Venue**: Unitarian Hall, 110 Grey Street East Melbourne. (Adjacent to the Epworth Freemasons Hospital). **Zoom** Meeting ID: 852 9852 4260 - - Passcode: 249550 All are welcome. Adam has invited us to come early (from 6.30pm) to socialise before (and after) the meeting. These hybrid meetings are on the 2nd Thursday of the month, 8pm. Convenor: John Perkins - Tel: 0411 143 744 - **[jlperkins@tpg.com.au](http://jlperkins@tpg.com.au/)** Atheist Society: **[Website](https://reason101.tech/Atheist/Society.htm)**

Too many kids as well as teenagers and adults have problems with study. Today's meetup will inform you about the basics in STUDY TECHNOLOGY that provides an understanding of the basics of learning and supplies exact ways to overcome all the pitfalls one can encounter during study. This is applicable to young children, teenagers (or their parents that are trying to help them) and adults alike. Study Technology shows how one studies in order to comprehend a subject so one can apply it. Laws on which learning is based and workable methods have also been discovered for anyone to apply for themselves or when teaching others. Too many students graduate from school and college unable to put to use what they’ve learned in school. It’s not that they’re stupid or that their teachers didn’t know how to teach. More than likely it traces back to the one thing missing from most educations—learning how to learn in the first place. We all went to school, yet isn’t it odd that no one taught us how to study? The information presented at this meetup can help anyone improve others or his own ability to learn. It is a practical tool that parents and teachers alike can use to enhance a child's study performance. You’ll learn the barriers that lie between your own or a child's education. And you will very quickly learn how to overcome them. This technology will enable you or a child to pursue any subject with skill and confidence. Teachers who have "hard to handle/distributive " or slow learners in class will absolutely love the amazing turn around most often seen in improved behaviour and student performance in class. If you or your child has difficulties at school (or learning new things at work or online) than this meetup is important to you. If you can not make it to our meetup than contact the organizer and arrange it to suit your time. This technology can if one was to live far away be taught online. (extension course) You may offcourse also opt to have this technology taught to your own child by experienced volunteeer staff or learn about this yourself and transfer this knowledge to those you want to have better grades. Yes it is possible to improve anyone's study performance. All it takes is just 5 steps. See you at this meetup. Pam

☕ **Girl Who Boss Coffee Catchup!** ☕ We started the year with a couple of spontaneous events, and now we’re back with a second coffee catchup for June. Join us for a relaxed and casual coffee catchup, where like-minded women come together to connect, chat, and share ideas! Whether you're a career professional, entrepreneur, or creative, this is the perfect chance to meet other inspiring women in a welcoming and friendly atmosphere.

**—— Details ——** We will meet at the starting point, take round trip around the Tan and a short stroll inside the botanical garden. BYO coffee/ water bottle. Dress for outdoor walk. Come along & simply say, "Hi, it's my first time joining the group event." or ask the organiser to introduce you. You can take it slow and start from there. If you enjoy the conversations, take the initative to invite others to hang out over a bite/ drink after. **\-\-\- Running Late \-\-\-** If you are running late, please message at least 30 mins in advance. We will wait up to 15 mins before heading off. We won't be able to keep track of messages once we start. **\-\-\- RSVP / Change of Plan \-\-\-** Change of plan or decide not to attend is absolutely okay. Please do update your RSVP to "NO", so others can have the opportunity to attend. **\-\-\- Intro \-\-\-** Kudos 2 Friends is a Melbourne based community created for individuals who are looking to expand their social circle and form long term friendship overtime. Join us on a fun journey as we explore cafes, restaurants and bars, including drinks, meals, outings, hiking, sporting, chilling, etc. Above all, we’d like to celebrate the importance of friendships. So if you are looking to expand your social circle and explore new adventures and venues in Melbourne, come join us! **— Download “Heylo" App > Google Store & Apple App Store —** We use Heylo App for more fluid communication, including ideas, interest groups, questions etc. Please download the Heylo app from the App store and let the organizer know if you would like to be added to the Heylo Group at the event. We will send an invite to attendees to the group. (give us some time) **\-\-\- Instagram \-\-\-** Follow us on Instagram @kudos2friends **\-\-\- Rules \-\-\-** Admin will only add members to the group with a clear profile picture. (No hidden behind sunglasses, masks, drawings) **You might be removed from the group in the case of…** * no show * without a clear profile picture * anti-social behaviour (i.e. acts rude / disrespectful regularly) * take advantage of individuals for personal gain(s) **\-\-\- Privacy \-\-\-** Do not disclose your contact number in this post comment. We will delete your comment/info as soon as we see it to protect your privacy.

Join us for “Real Talk Night” a deeper, more meaningful kind of meetup built around prompt-based conversations. Each session features thoughtful questions designed to spark honest discussions, fresh perspectives, and genuine connection. This is a space to go beyond small talk, share experiences, and be heard in a supportive, respectful environment. You can participate as much or as little as you like — whether you’re opening up or simply listening, you’re welcome here. **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing [support@besocialapp.co,](http://support@besocialapp.co,/) or let the event hosts know on the day.**

We are moving to a new platform and will be only running the new platform in 2025. please signup here: [https://www.downtomeet.com/Melbourne-Writers](https://www.downtomeet.com/Melbourne-Writers) This is the time to write whatever it is you want to write. \-\-\-\-\-\> IMPORTANT <\-\-\-\-\-\-\- We ask for the Nook which is to your left as you go in, but it is not always available. Ask for the table under "Mat Clarke". Sometimes we do not have an official host, so please say hi to people as they arrive and make everyone feel welcome. Thanks. No limitations. Come along and bring your laptop or pen and paper and work on whatever you want. There are no rules :) You can write. You can chat and write. You can share your work. Or not share your work. (If you need silence to concentrate then headphones are a good idea considering it is in a cafe/bar.) Coffee, hot chocolate, etc., available to buy. Also food and drink. Please buy something to show our thanks for the space they give us free of charge. There are some people that will want to chat, but most will be writing. So bear that in mind. See you there :) \-\-\-\-\-\-Please only RSVP if you can make it\-\-\-\-\-\-\- \-\-\-\-\-\-Un\-RSVP if you need to cancel\-\-\-\-\-\-\- We're booking the area, so we will need you to turn up if you say you are coming. Thanks. Thank you, Melbourne Writers. Great Links: Facebook: https://www.facebook.com/MelbWriters Website: www.worldwriterscollective.com Twitter: https://twitter.com/MelbCityWriters Blog: http://melbournewriters.wordpress.com **Help us by adding to these social pages and site**

Disconnect to reconnect at our “No Phones, Just Conversations” meetup. This is a space to put distractions aside and be fully present with the people around you. With phones away, conversations become more genuine, engaging, and meaningful. Whether you’re chatting one-on-one or in small groups, this is about slowing down, listening, and building real human connection — the way it used to be. **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co, or let the event hosts know on the day.**

### 🌿 KISMETRIX \| True Connection x Pun & GainzRun Club Social — Move\, Connect & Meet [Ticketed Event](https://www.eventbrite.com.au/e/jun-14-run-club-x-pun-gainz-move-connect-meet-at-albert-tickets-1990309261579?aff=oddtdtcreator) Hosted by KISMETRIX \| True Connection in collaboration with Pun & Gainz 📍 Meeting Point: Boatshed Cafe, 3 Aquatic Drive, Albert Park VIC 3206 📅 Sunday, 14 June 2026 🕘 Please arrive by **8:45 AM** — we start at 9:00 AM sharp ⏱ 9:00 AM – 10:30 AM 🎽 Dress Code: Comfortable activewear or running shoes ☕ **Ticket includes 1 standard hot beverage after the run** #### **SOME OF THE BEST CONVERSATIONS HAPPEN MID-STRIDE.** There's something about moving together that breaks down walls faster than any icebreaker ever could. The rhythm of a run. The fresh air. The shared effort. The way conversation just... flows. That's exactly why we created this. Kismetrix has teamed up with **Pun & Gainz** — Melbourne-based personal trainers who believe fitness is as much about community as it is about movement — for our first ever **Run Club Social** at the beautiful Albert Park Lake. This isn't a race. It isn't a gym class. It's a relaxed, social Sunday morning run for singles who want to meet real people, in real life, doing something they actually enjoy. #### **🏃 WHAT TO EXPECT** * A PT-led warm up to get you moving and feeling good before we set off * A relaxed run around Albert Park Lake (approx. 3–4 km) at your own pace * Natural pace groups form as you go — runners with runners, walkers with walkers, and everything in between * A supported walk/run option for those who prefer a gentler pace — you're in good company and you'll still see the whole lake * Everyone meets at the Boatshed Cafe at the end — this is where the morning really comes alive * Hot drink included, conversation flows naturally, no awkward formats needed * Coming solo is completely normal — most people do #### **💛 WHO THIS IS FOR** This event is for singles who: * Enjoy being active and want to meet people in a natural setting * Are curious about running or already love it — all paces genuinely welcome * Prefer real-life connection over dating apps and loud venues * Want to be part of a growing community, not just attend a one-off event * Are open to friendship, connection, or something more — without it being the whole point All adult singles welcome, across a wide range of ages. Come solo — most people do. #### **✨ ABOUT THE COLLABORATION** Pun & Gainz are Melbourne personal trainers who bring energy, expertise, and genuine warmth to every session. They believe the best workouts happen when people feel good together — and that's exactly what Kismetrix is built on. Two communities. One Sunday morning. A shared belief that showing up — in fitness and in life — is where everything begins. #### **📋 WHAT TO BRING** * Comfortable running or walking shoes * Water bottle * Sunscreen & a light layer (June mornings can be crisp) * An open, easy-going mindset 💛 #### **🎟️ [TICKETS](https://www.eventbrite.com.au/e/jun-14-run-club-x-pun-gainz-move-connect-meet-at-albert-tickets-1990309261579?aff=oddtdtcreator)** 🌿 Introductory Price: $10 🌿 Introductory Last minutes Price: $20 — includes 1 standard hot beverage after the run. *This is our first Run Club Social with Pun & Gainz. Introductory pricing reflects that — and won't last.* #### **🔔 IMPORTANT NOTES** * Adults only, singles welcome across all ages * No children or dogs — this helps keep the space comfortable and social for everyone * Please arrive by 8:45 AM — we move off at 9:00 AM and cannot hold the group * Tickets are non-refundable but transferable * This is a social connection experience — outcomes are never guaranteed * Kismetrix reserves the right to manage attendance to ensure a respectful, welcoming environment for all #### **🔗 STAY CONNECTED WITH KISMETRIX \| TRUE CONNECTION** 📧 social@kismetrix.com.au 🌐 www.kismetrix.com.au 📱 Instagram: @kismetrix_ \| Facebook \| Eventbrite 🤝 Collaborations: collabs@kismetrix.com.au 📄 By registering\, you confirm you have read and agree to Kismetrix \| True Connection's Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\.

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

[The Board Walks](http://www.theboardwalks.com/) are for curious people who love deep conversations. If that sounds like you, **bring a thoughtful topic** and join us for a 5-mile walk (10,000+ steps!). **HOW IT WORKS** **Step 1: Bring a topic** Before you arrive, think of **one** topic you want to explore. A question. A thought that's been on your mind. An obsession you want to geek out on. This is your ticket to the event. **Step 2: Circle up & share** We gather in a circle. Your friendly walk host gives a speech to set the tone. Everyone shares: your name, what you're grateful for, and your topic. That's it. 60 seconds. **Step 3: Walk, talk & float** We walk 5 miles. You naturally drift into conversation with 2-3 people at a time, pulled by topics that spark your curiosity. When you're ready to move on, just say: "I'm going to float!" **Step 4: Feel more alive** Two hours flies by. You're back where you started — but you feel different. More alive. More energized. More connected to yourself and others. That's why regulars join 20+ times. *For more details, read our [Orientation Guide.](https://www.theboardwalks.com/orientation)* **HOW TO BRING A GREAT TOPIC** A great topic = something you're genuinely curious about. Recent topics include: * "What are you passionate about right now?" * "What makes a good friend?" * "What's a belief you used to hold that you've completely changed?" * "How do you want to be remembered?" * "What would you do if money wasn't a factor?" Think of your topic like the dish you're bringing to our conversational potluck. If everyone brings an A+ dish (i.e. energizing, uplifting, expansive), we'll all walk away feeling lighter and brighter. **WHAT TO EXPECT** This isn't a fitness event with casual chitchat. It's a walking think tank where we explore life's big questions together, beyond small talk. *If you're looking for light banter or a standard networking event, this probably isn't the right fit.* But if you crave depth, genuine connection, and conversations that make you feel alive? You'll love it here. **FAQ** * Wear casual athletic attire and sneakers. It's a long walk! * We have multiple first-timers at each event. We work hard to create a welcoming, inclusive, clique-free space. * We welcome people of **all** ages, backgrounds, and industries who align with the [intention](https://www.theboardwalks.com/ground-rules) of this space. * Rain or shine, we've been out here nearly every week since July 2022. If the event is cancelled, we'll let you know. * Dogs, babies in strollers, parents, and friends are welcome — please text/email them the event link so they can RSVP and prepare a topic! **LOGISTICS** * If you'll arrive over 10 minutes late, we suggest skipping the event. It's hard to find us once we start walking, and your host can't answer messages during the event. * This walk is designed for everyone to *move together at the same steady pace* (about 20 min/mile). This format works best when the whole group moves in unison. If you have mobility limitations, we kindly encourage you to find an event better suited to your needs. * Read our [Orientation Guide](https://www.theboardwalks.com/orientation) for full details. * If you enjoy the event, send **[this](http://www.theboardwalks.com/)** to a friend or sign up for our **[newsletter](https://theboardwalks.beehiiv.com/)**. We're in multiple cities with more on the way. 🤠👋 **IF YOU WANT TO GO DEEPER...** [The Board](https://stan.store/ellebeecher/p/the-board) is the next step: a high-trust collective for renaissance people devoted to creating, connecting, and building lives that light us up. * This is a global HQ for people who crave big talk, deep connection, and dream collaborations with people across industries. If the walks feel like a spark... The Board is the fire. Apply [here](https://stan.store/ellebeecher/p/the-board).