Goal Setting

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-06-29](https://konfhub.com/ksug-au-2026-06-29) **<=** **Latest promotions** discovered by our community! * **30%** OFF **[Kubernetes](https://lf.ksug.ai/)** Exams - Code: **30K8SUG** * **20%** OFF **[FinOps](https://ksug.ai/finops/?ref=meetup)** Certs Code: **KSAI_20** * Missed **65%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! We're excited to welcome you to the upcoming **KSUG.AI Australia Meetup** — happening in-person at at AWS Melbourne office! 🎉 We're actively seeking more awesome K8s and AI topic speakers! 👉 [https://sessionize.com/ksug-au](https://sessionize.com/ksug-au) **Workshop Overview [Hands-on Workshop]** Join us for the Agentic Platform Engineering Experience (APEX) — an adaptive, instructor-led, choose-your-own-adventure workshop where you and an AI tutor explore Amazon EKS through the lens of agentic platform engineering. Using Claude Code and AWS DevOps Agent as a co-pilot alongside purpose-built APEX Skills, you will design, build, and operate Amazon EKS clusters with AI-guided assistance that adapts to your experience level and goals. **Who Should Attend** This workshop is designed for platform engineers, DevOps engineers, solutions architects, and developers who want practical, hands-on experience combining AI agents with Kubernetes platform engineering. **What Matters to You** * **Immediate Applicability:** Deploy and operate EKS clusters using the same patterns and tools you will use in production — no toy examples. * **Reduced Operational Risk:** Understand and enforce critical safety rules that prevent NodeCreationFailure and pod creation blocks. * **Faster Time-to-Value:** Use AI-assisted infrastructure generation to scaffold complete, production-ready Terraform projects in minutes, not days. * **Security & Compliance:** Harden cluster security posture with guided remediation and constraint patches for air-gapped, proxy, and compliance environments. * **Cost Optimization:** Identify and implement compute cost savings through AI-driven operational reviews — applied to your real cluster. * **Career Growth:** Gain hands-on experience combining AI agents with Kubernetes — a rapidly growing skill set for modern platform engineers. **Environment prepared for you by AWS** * AWS account pre-configured at no cost * EKS cluster already deployed & ready * Claude Code workspace provisioned * APEX Skills included — no local setup required **Pre-requisites:** Foundation knowledge about Kubernetes. Attend this self-paced digital course if you are not familiar with Kubernetes Home - [AWS Skill Builder](https://skillbuilder.aws/learn/X5RBBUKERD/the-amazon-eks-cluster/FJVEUUZGEK?parentId=393YRXJZWC) **IMPORTANT: Please bring your own laptop and government ID.** **[Register Now](https://konfhub.com/ksug-au-2026-06-29)** Seats are limited. Register now to secure your spot and accelerate your kubernetes platform engineering with AI. **Speakers** **Frank Fan** Principal Solution Architect, Containers, AWS **Nirmal Rajan** Senior Technical Account Manager, AWS **Don George** Senior Technical Account Manager, AWS **Location:** Amazon MEL12, Level 13.304 [555 Collins St, Melbourne VIC 3000](https://maps.app.goo.gl/Kbi13GZqj2zDqDz2A) 👉 Join our [Discord](https://discord.com/invite/Rp9WzYyKua) and [WhatsApp](https://chat.whatsapp.com/D9a9IDiCS7U4cqQ0Sh60cz?mode=gi_t) for latest update! 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 20% OFF **[FinOps](https://ksug.ai/finops)** Certs - Code: **KSAI_20** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [github.com/ksug-ai](https://github.com/ksug-ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

Welcome to Melbourne Volleyball Academy! 🤗 **[[WHAT]]** This session will be broken into 2 halves, 1st half is training and the 2nd half is games. Please arrive on time as we will start exactly at 5:30 PM. Our intention is to have this training be the 'next step' after our beginner-level training at North Melbourne Community Centre. We will be focusing on learning what specific roles on the court entail, improving 'volleyball IQ', breaking bad habits, and building better techniques. **[[WHERE]]** The session will be held as State Netball Hockey centre. Please enter via the main entrance (the entrance with the larger parking lot), we will be on Court 3 & 4, please ask the person at the front desk if you need directions. **[[WHO]]** The training is intended for social volleyball players at the intermediate level or 'B' level (for more details on volleyball levels, please visit our site here: https://melbournevolleyballacademy.com.au/skill-levels-explained). Players are expected to: * pass freeballs and serve receive consistently * have some knowledge of 5-1 (1 setter all around) or 6-2 (back row setter only) systems * help others and have good sportsmanship If you are a high intermediate (BB) or advanced player (A) you are more than welcome to join but you may find our open play sessions for BB/A level players more suitable. For players that are at the beginner level, we suggest attending our training on Fridays at North Melbourne Community Centre 6-9PM as beginners may find the drills and level of play too difficult. Players will be asked to attend a different session if their play is deemed unsafe or if they are not of the appropriate skill level. **[[HOW MUCH]]** $24 card payment will be collected on the day via square (EFTPOS) payment. **[[WHEN]]** The stadium is booked for 5:30 PM - 8:30 PM. However, feel free to come early and stretch as the stadium is open earlier. **Last-minute dropouts and no-shows will have a zero-tolerance policy going forward.** All players are expected to **update their RSVP at least 24 hours** in advance if they are unable to attend. This applies to players on the going list and the waitlist. **[[THINGS TO BRING]]** We ask that you bring: * Water bottle * Appropriate footwear for indoor court shoes - netball shoes, volleyball shoes, or basketball shoes would be suitable. * Wear contacts or sports glasses if possible. **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted to play.

Join us in our cosy new centre in Carlton North. Whether you are new to meditation or an experienced practitioner you are welcome at these relaxed and informal sessions. Simple instructions are provided and you can sit in a chair or on a cushion. Masks optional but not mandated. Bring your own sealed drink bottle. $10 for workers or $5 for concession. Find out about our Centre's activities Browse our bookshop for books, incense and dharma items. 803 Nicholson Street, Carlton North. Website: https://melbourne.rigpa.org.au/

Sunday Evening Meditation 5.30 to 6.30pm Join us in our cosy centre in Carlton North. Whether you are new to meditation or an experienced practitioner you are welcome at these relaxed and informal sessions. Simple instructions are provided and you can sit in a chair or on a cushion. Masks optional but not mandated. Bring your own sealed drink bottle. $10 for workers or $5 for concession. Find out about our activities. Incense and other dharma books and items for sale 803 Nicholson Street, Carlton North. Website: https://melbourne.rigpa.org.au/

A playful, beginner-friendly yoga experience designed to help you connect more deeply—with yourself and others. Come solo or with friends. You’ll be guided through a gentle, interactive yoga flow in rotating pairs, with simple, consent-led connection practices woven throughout. It’s grounding, social, and genuinely fun—without any pressure to perform or “be good at yoga.” This is not your typical yoga class! It sits at the intersection of movement, mindfulness, and real human connection. Grab your tickets [here](https://www.eventbrite.com.au/e/interactive-yoga-for-connection-tickets-1990829074353)! **What to expect** - Beginner-friendly yoga flow - Pair-based (rotating) connection - Consent-led, optional platonic touch - Breathwork + nervous system regulation - Warm, inclusive community vibe **Who it’s for** Anyone craving connection, community, or a different kind of yoga experience. No experience needed. All genders and identities welcome. **Hosted by** Roxy Alcorn, yoga teacher and facilitator with 10+ years’ experience creating playful, somatic, connection-based spaces. **About the space** Hosted at Studio Take Care—a queer-affirming, inclusive space designed for comfort, expression, and community. Check out[ Eventbrit](https://www.eventbrite.com.au/e/interactive-yoga-for-connection-tickets-1990829074353)e for full details and tickets Find us on [Instagram](https://www.instagram.com/connectandflowmelb?igsh=MWFoeGFsaTdxYjRwOQ==) Find us on [Facebook](https://www.facebook.com/share/18WBRtwKCj/)

By popular demand, our Kimchi Making Class is back for Round 2! At 7PM on Sunday 28 June, we’re hosting a small kimchi making class in a private kitchen in Southbank. The session will be led by a Korean chef Asher(기훈) who will guide the process from start to finish, showing a simple and repeatable way to make kimchi at home. During the session, everyone will make their own personal portion of kimchi, following each step together. Apron, gloves, and trays will be provided, so you can join without any preparation. Throughout the process, there will be small tastings, including bossam and makgeolli. At the end of the session, you’ll take home the kimchi you made yourself. This class is designed to feel easy to follow, so anyone can make kimchi at home after. — This session is $39. — Kimchi Making Class 7PM Sun · 28 June Southbank All genders, ages, ethnicities are welcome! Please follow us on Instagram @10outof10mel * Once you register, please send us your email address so we can send over your confirmation and event details!

Sunday evening meditation from 5.30 - 6.30. Join us in our cosy centre in Carlton North. Whether you are new to meditation or an experienced practitioner you are welcome at these relaxed and informal sessions. Simple instructions are provided and you can sit in a chair or on a cushion. Masks optional but not mandated. Bring your own sealed drink bottle. $10 for workers or $5 for concession. Browse our shop for books, incense and dharma items. Find out what our Centre is offering 803 Nicholson Street, Carlton North. Website: https://melbourne.rigpa.org.au/

**Get ready to taste and make new friends in this sommelier-led event where you can learn about and taste 7 old wines - includes $40 dining credit making your tasting just $5!** THIS IS A TICKETED EVENT: [GET YOUR TICKET HERE](https://oldandrare.eventbrite.com.au) **Your wine night just got a whole lot finer!** \- Includes $40 dining credit \- Small group setting \- Sommelier run Join us for **Old & Rare Wines Tastings** and get ready to make some new friends. Led by qualified Sommelier Antony Anderson (WSET3, WSET4 pending), this evening involves a free tasting of seven back-vintage (old) wines and some wine education, followed by your choice of dinner items and additional drinks from our extensive menus. We'll be gathering at **Life's Too Short Bar**, located in the vibrant **Tribeca Arcade** on **Victoria Parade**, East Melbourne, VIC, Australia, where you can meet like-minded wine lovers and discuss all things wine, food, and common connections and interests. **Your ticket includes a $40 dining credit** towards food and drinks purchased on the evening, making your ticket (almost) free. Reserve your spot now - Then bring your appetite and sense of humour, and join us for a night of conversation, cuisine and, of course, wine! **GETTING THERE:** We recommend you use public transport or rideshare. We are on the 12/109 tram line (stop 16, Wellington St), several Bus Routes (302, 303, 304, 305, 309, 318, 350, 905, 906, 907, 908) or a 5-10 minute walk from Jolimont and North Richmond train stations. If you decide to drive and/or have a designated driver, 2-hour paid parking is available around Powlett Reserve, Darling Square, and the Fitzroy Gardens. Extended paid parking is available at Care Park at 162 Albert Street, East Melbourne or the Epworth Freemasons Car Park in Gotch Lane off Grey Street. **UNABLE TO ATTEND?** Cancellations and Refunds are generally not possible. However, for sudden illness, COVID, or other special circumstances, we may agree to reschedule your session to another night or provide a gift certificate for part or all of your ticket price. Please SMS your request to 0466 045 473\*\*.\*\* **TERMS AND CONDITIONS:** * See the ticket link for further conditions * This is a preferred pre-booked event, but walk-ins may be possible. * RSVPs on Meetup do not constitute a booking. * Minimum spend for F&B following the event is $40 * Minimum Event Sales 2. If the minimum number of seats is not sold, the event may be rescheduled later or cancelled and tickets refunded. * If you have booked a ticket and an event is amended, we will contact you before the event to advise and make new arrangements. * Please note: By Public Health Directives, all attendees must be fully COVID-vaccinated, and proof of vaccination may be required. #meetingpeople #makingfriends #winetasting #blindtasting #winegames #singles #lonely #winelovers #winebuffs #winophiles #melbournewine #winemelbourne #melbournewinetasting #socialwines #makenewfriends #wine #lovers #tasting #event #meetup

**BRUNSWICK SUNDAY FIESTA LATINA!** **SALSA & BACHATA LATIN PARTY & SOCIAL** ***with* LIVE LATIN MUSIC** *on* **SUNDAY 28th JUNE 2026** *Join us for a memorable, sizzling night of LATIN FEVER!* *Enjoy an unforgettable evening of live Latin music and dancing!* *Let the infectious Latin rhythm ignite your passion!* at **INNER NORTH BREWING COMPANY** **10A RUSSELL STREET** **BRUNSWICK** *featuring* **‘DIRTY LOPEZ’** \- live at **7.45PM**! *One of Melbourne’s favourite LATIN BANDS* *playing their signature energetic and exciting* *Latin rhythms to keep you dancing all night long.* Bring your family, friends, colleagues and put on your dancing shoes! Experience an unforgettable night of SALSA and BACHATA dancing and Live LATIN Music! **NEW TO SALSA & BACHATA?** **Never danced Salsa or Bachata before?** No problem! Join us and learn how to dance with our fun, relaxed classes. We will have you dancing in no time! Our experienced instructor will kick off the night with complimentary all level Bachata and a Salsa classes to get you dancing! **INNER NORTH BREWING COMPANY & BAR** *is a micro brewery, specialising in producing quality freshly made beers on site, infused with good vibes!* *Give the beers a try. Let’s support the the art of beer craftmanship.* **5.30PM** **PRE-PARTY MEETUP!** Come early and try a freshly made beer with us! Practice your moves, meet and make new friends before classes start! \| **6.30PM** **BACHATA CLASS** (Open level) *\* 10 minutes Bachata dance practice* \| **7.10PM** **CUBAN SALSA CLASS** (Open level) \* Join us on your own or come with friends \* Absolute beginners welcome \* No dance experience required! \| **7.45PM** **LATIN BAND - ‘DIRTY LOPEZ’** *Playing Live!* \| **DJ MC** *Playing the best mix of Salsa, Bachata, Merengue, Cha Cha & more!* \| **– SOCIAL DANCING ’til 10.30PM –** **\*\*** **BEGINNER & IMPROVER DANCERS** *A special slower section will be added in soon after the first band set,* *especially for Beginner to Improver level dancers to get onto the floor* *to dance to a slower, more comfortable tempo!* **GENERAL PARTY ROOM ENTRY/DOOR: $30** **\*\* EARLYBIRD SPECIAL OFFER! \*\*** **BOOK EARLY & RECEIVE $5 OFF YOUR ENTRY!** **\- Only $25\.** **To purchase Earlybird tickets through EVENTBRITE - go to:** [https://www.eventbrite.com.au/e/fiesta-latina-sunday-latin-social-with-live-latin-band-sun-28th-june-26-tickets-1992223891288](https://www.eventbrite.com.au/e/fiesta-latina-sunday-latin-social-with-live-latin-band-sun-28th-june-26-tickets-1992223891288) **\* ($25 + Eventbrite booking fee)** **\* Please note:** Eventbrite has a booking fee of $2.49 **\* The Earlybird offer expires Midnight, Friday 26th JUNE 2026** \* **No refunds given** after Friday 26th June 2026. **OTHER PAYMENT OPTIONS** \- with no booking fees:\- \* **To avoid any booking fee**, payment can also be made by **direct Bank Transfer** or using **PayID.** \* Please message me directly to arrange payment by PayID or Bank Transfer, on Mobile: 0430 355 888. or **Pay at the venue door on the night.** **\* Please note:** Venue room entry is at full price: **PARTY ROOM ENTRY: $30** **\* Entry includes:** *Live Latin Band and complimentary* *free Bachata and Salsa Classes* Bring your dancing shoes and get ready to dance the night away! ***Look forward to seeing you on the dancefloor!***

**[Official registration site --> https://luma.com/du41v0tg](https://luma.com/du41v0tg)** **[You must register and will receive an approval/confirmation](https://luma.com/du41v0tg).** We’re taking HustleBus from Columbus to **Black Tech Week in Cincinnati** for a high-signal, founder-only experience focused on community, collaboration, and momentum. ​ **Why Black Tech Week?** ​Black Tech Week is one of the best rooms in Ohio to meet builders, operators, investors, and ecosystem leaders. Expect meaningful connections, great energy, and programming that spotlights founders and what’s being built. ​ What’s included (thank you to our sponsors Huntington Bank, Burton D Morgan Foundation, and Lightship Foundation) * ​Founder-only HustleBus transportation (free) * ​**Black Tech Week ticket comped** for HustleBus participants (must register with code) * And much more! There are limited seats on the Hustle Bus, so if this sounds like something you want to get in on, register today * Learn more and Register here --> [https://luma.com/du41v0tg](https://luma.com/du41v0tg)

**The idea for this group is to build a community where men can gather together and build connections & learn and grow from each other.** How we start each meeting is by each of us checking in with our "roses and thorns" aka what are the good things and the bad things going on in your life recently? Then we will go into a topic discussion. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **COMMUNITY AGREEMENTS** \*\*THERE WILL BE A ZERO TOLERANCE POLICY FOR NO-SHOWS. IF YOU RSVP TO A MEETING AND FAIL TO SHOW UP WITHOUT NOTICE, YOU'LL BE REMOVED FROM THE GROUP. THIS IS TO PRESERVE THE INTEGRITY OF THE GROUP\*\* 1. Confidentiality - EVERYTHING that is shared NEVER leaves this space so that this space remains safe and sacred. There is a zero tolerance policy for this. If a man is in violation of this, they will be permanently removed from the group. 2. Non-Judgement - we respect and honor every man’s truth so that we may receive the same from others. While we may not agree on everything, we commit to respecting every man’s perspectives and engaging in honorable discussion with one another. 3. Be committed - honor your commitment to this group and to yourself. If you attend a meeting, please commit yourself fully to the meeting. Also be committed to your own journey. When we fail, we own it & clean it up. 4. Speak from the heart - this is NOT a space to “look good”, have the “right” answers, and have it all together. Relax and know you are not alone. Be exactly who you are within the safety of this space. 5. Be supportive - This means always willing to provide encouragement to your fellow men, encourage action and momentum in each other’s lives.. Be willing to challenge each other. Be willing to hold each other accountable. 6. Participation - what you receive from this community will be a reflection of what you put into it. Period. We ask that you share your perspectives, reflect on others, and give/receive support when and where it’s needed.

This is an in-person meeting. Would you like to know the Real You, not just a shadow of yourself? Does your life energy feel somehow trapped within? Does your self-confidence get easily shaken? Do you get in the way of your own goals? We will discuss the real source of all this, what holds you back in life, and how to handle it so you can achieve more successful and happier living. Perhaps you get weighed down with negative emotions you can't seem to shrug off. Or find yourself doing strange and irrational things - not really being yourself. We will cover why that is and tools that work to help you unearth your self, your self-confidence and motivation. This meeting will help you learn about how to effectively overcome: -Out-of-control unwanted emotions -Low self-esteem -Anxiety -Negativity -Stress -Irrational fears -Traumatic or painfully emotional incidents -Breakups -Betrayals -Feeling like you're not really yourself -Self-doubt... We will discuss how to unleash the inner you and tap into your true potential. So come to this online meetup! This meeting is sponsored by the Hubbard Dianetics Foundation of Central Ohio

[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).

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. 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.

Communication is everything in life You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio 1266 Dublin Road, Columbus, OH 43215 For more information, contact Rhiannon, the Event Host at 614-221-5024