Myers-Briggs Type Indicator
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Drunken Philosophy: Are you really who you think you are? What is the "self"?
I have been studying the question of "self" online with Prof. Ellie Anderson and so I thought a prompt on the "self" might be interesting. Full confession: I had Claude create this prompt and I like it, so here goes:
Imagine a thought experiment that merges two classic puzzles:
> You undergo a procedure, performed neuron by neuron, in which every biological component of your brain is replaced with a functionally identical synthetic substitute. At each step, your behavior, memories, and personality remain unchanged. When the last neuron is swapped, is the consciousness experiencing the world still you? And — more pressingly — was there ever a continuous "you" to begin with?
### Questions to Wrestle With
* If consciousness is purely physical, does the *gradual* nature of the replacement matter, or is it equivalent to being destroyed and rebuilt?
* Could there be a "self" without continuity of experience — even moment to moment, while you sleep?
On a more practical level, consider the simpler case first: **hemispherectomy** patients — people who have had an entire cerebral hemisphere surgically removed — often retain a strong sense of personal identity and continuity. This suggests "you" are not rigidly tied to specific physical material. But does that vindicate the synthetic neuron case, or merely show that identity is more *flexible* than we thought — not that it can survive *complete* substrate replacement?
I used Claude so I could get this out today and let everyone have some time to consider it. Hope to see you at the Oracle. Sorry about the location change two weeks ago. That's what I get for trusting local weather predictions!
Lessons To Help the Introvert to Extrovert!
Do you feel introverted when you are in a group setting? Are you shy?
Do other people have more fun than you do? There are simple life hacks you can use to improve your connection to others and improve your social life.
Talking is one thing. Truly connecting is altogether another. It's the whole experience of connecting with people and forming relationships.
It includes the joy, understanding, and love formed among people.
* In our meetings, you will learn:
* A simple life hack to increase your liking and tolerance of other people, or even of yourself!
* How to become more interested and enjoy conversations with people.
* How to be comfortable in social settings.
* How to be yourself
* How to become more extroverted and,
* How to make connections with people.
Feeling lonely, isolated, or bored? This local meeting is exactly what you need! Come join us!
Be sure to click on the red "Attend" button below to come to the local event. We look forward to seeing you there.
This group is created by the Dianetics and Scientology life improvement center.
Men's Group meetup
**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.
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**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.
Walk & Talk About Life's Big Questions
[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).
Free In-Person Meeting: Get Over Losses & Betrayals, Build Lasting Relationships
This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships.
Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse.
Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well.
Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship.
Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action?
Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships!
Break free from self imposed limitations
Here we will discuss:
• How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes.
• Why and how do the negative emotions of others affect you?
• Why is my partner withdrawing and what can I do about it?
• Why do we sometimes feel compelled to hurt the ones we love?
• Fights & arguments - what's really behind them?
• What underlies “corrosive criticism” or the need to invalidate self or others?
• How one can stably change one’s outlook on life so they can affect positive change?
• Where do compulsive destructive behaviors come from and what can be done about them?
• How to form closer bonds & keep growing the relationships with the people you care about?
• How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career?
Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general.
Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person.
Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life.
We look forward to having you join us!
This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.
Shut Up & Write!™ Easton Town Center
We'll meet at The Capital One Café, 167 Easton Town Center, Space A-103. This is in the main mall where the Microsoft store used to be, on your left if you're standing at the bottom of the AMC Theater escalator.
Join us on Saturday for an hour of uninterrupted wordmaking!
• What we'll do
Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 10AM on Saturday mornings.
Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done.
SCHEDULE:
10:00 - SESSION 1: quick intros.
10:10 - timer starts: write for 1 hour.
11:10 - chat / take off / keep writing.
OPTIONAL SOCIALIZING happens at 11A-11:30ish. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing.
BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. (I’ll be the person with the Shut Up & Write! sign.) If you were on time, please be willing to make room for the friendly latecomer.
Happy writing and I look forward to seeing you!
• What to bring
Whatever you need to be able to write!
Bring earbuds/earplugs if you want to block noise or the occasional conversation by other patrons. Electrical outlets are limited, so charge your devices before whenever possible.
See you at The Café on Saturday!
Myers-Briggs Type Indicator Events This Week
Discover what is happening in the next few days
How to Take Control of YOUR Mental Health
It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind.
Find out what the reactive mind is, and in the process find yourself.
Here is the secret of being positive and free:
Thinking positively is not enough.
You also have to get rid of the negative thinking.
Your mind is like a garden.
You can plant many beautiful flowers in it, but if you don't get rid of the weeds when you plant your flowers, the weeds will soon take over the whole garden.
A positive thought is like a flower in your mental garden, and a negative thought is like a weed.
You cannot expect to have a positive mindset if you continue to have negative thoughts dwelling and growing there.
So, how do you get rid of the negative thoughts? That's what this Meetup is all about. Attend this local meeting and find out!
The Meetup event will be led by a consultant who had helped many people live happier in life.
Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there.
This group is created by the Dianetics & Scientology life improvement center.
Jacksonville BTS Concert Hype Random Dance Meetup
**🎶 Jacksonville K-Pop Fan Meetup – Random Dance Party Before BTS!**
Before BTS hits the stage, let's hit the dance floor together in Jacksonville. We're getting together for a K-pop random dance party — think random play dance, BTS anthems, and a room full of people who know every move.
**🔞 This event is strictly 18+.**
---
🎶 **What to expect:**
- Celebration vibes ahead of the BTS concert
- All levels welcome — know the moves or just vibe along
- Random play dance to BTS and K-pop hits
- A welcoming crowd of Jacksonville K-pop fans
- Random song calls — jump in when you know the choreo
**Event Details**
- **Format:** Live fan meetup with random play dance format
- **Vibe:** Pure K-pop joy — no judgement, just dancing
- **Age:** 18+ only
**How It Works**
1. **Show up** – RSVP and come ready to dance. 18+ only.
2. **Random play dance begins** – Music plays, a song gets called, fans who know it jump in.
3. **Full BTS section** – We dedicate a proper block to BTS to get everyone hyped for the concert.
4. **Hang and connect** – Chat with other Jacksonville K-pop fans between dance rounds.
💡 **Tip:** Brush up on your favourite BTS choreo beforehand. Butter, Dynamite, DNA — your call.
**Frequently Asked Questions**
**Do I need to come with a group?**
Not at all. Most people come solo and meet others on the night.
**Is this really 18+?**
Yes — strictly 18+. Please only RSVP if you are 18 or over.
---
✨ See you on the dance floor, Jacksonville. 18+ only. 🎤 ✨
Orlando BTS Hype Dance Meetup – All Choreo
**👑 K-Pop Random Dance Party in Orlando – Let's Celebrate BTS!**
Before BTS hits the stage, let's hit the dance floor together in Orlando. Random play dance is simple: the music plays, someone calls the song, and fans who know the choreo jump in. It's chaotic, joyful, and the best way to celebrate BTS season.
**🔞 Adults only — 18+.** Please only RSVP if you are 18 or over.
---
🎶 **What to expect:**
- Random play dance to BTS and K-pop hits
- A welcoming crowd of Orlando K-pop fans
- All levels welcome — know the moves or just vibe along
- Random song calls — jump in when you know the choreo
- Celebration vibes ahead of the BTS concert
- BTS concert hype with fellow fans
**Event Details**
- **Format:** Casual group dance session – BTS and K-pop hits
- **Vibe:** Pure K-pop joy — no judgement, just dancing
- **Age:** 18+ only
**How It Works**
1. **RSVP and arrive** – Just turn up ready to move. 18+ only.
2. **Random play dance begins** – Music plays, a song gets called, fans who know it jump in.
3. **Full BTS section** – We dedicate a proper block to BTS to get everyone hyped for the concert.
4. **Hang and connect** – Chat with other Orlando K-pop fans between dance rounds.
**Frequently Asked Questions**
**What should I wear?**
Comfortable clothes you can move in. No dress code — just be ready to dance.
**Is this connected to the BTS concert?**
This is a fan-organised meetup to celebrate BTS season. Not affiliated with the official concert.
**Do I need to come with a group?**
Not at all. Most people come solo and meet others on the night.
---
✨ The concert is coming. Let's start the hype now. 🫶 ✨
Tampa Earn Your Next Date at Home
**💞 Online Speed Dating – Real Tampa Locals, Live on Zoom**
Ditch the apps. Meet Tampa singles face-to-face on Zoom tonight. We match you with compatible Tampa locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session.
**✅ RSVP here and we'll take care of the rest.** After you RSVP, the host will message you directly with the personality quiz and Zoom details. Spots are limited.
---
🎯 **Perfect for:**
- Anyone curious about speed dating in a relaxed setting
- Introverts who shine in one-on-one conversations
- People re-entering the dating scene after a break
- Busy professionals who don't want to waste evenings
**Event Details**
- **Format:** Live on Zoom – guided rounds from your home
- **Location:** Wherever you're comfortable – no venue, no travel
- **Host:** Professional host keeping the evening smooth and relaxed
- **Vibe:** Casual, easy-going conversations with Tampa singles
- **Tech:** Zoom, webcam, and a stable connection
- **Duration:** Roughly 90 minutes
**How It Works**
1. **Grab your spot** – Hit RSVP above to join the list.
2. **Watch for a host message** – The host will send you a short personality quiz after your RSVP.
3. **Complete the quiz** – A quick personality quiz so we can find your best matches.
4. **Log in on the night** – Connect to the Zoom session from home. The host runs the show.
5. **Speed date** – One-on-one rounds with personality-matched Tampa locals. Matches shared afterwards.
⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – Tampa single
**Frequently Asked Questions**
**Is my info private?**
Absolutely. Contact details are only exchanged on mutual match.
**How long are the chats?**
A few minutes each — just enough to get a sense of someone.
**What happens after?**
Mutual matches are sent out after the event.
**Do I need anything besides Zoom?**
Just Zoom, a webcam, and Wi-Fi. That's it.
---
✨ Your next match could be one RSVP away. 🦋 ✨
Port St. Lucie Online Speed Dating
**🦋 Port St. Lucie Zoom Online Speed Dating**
Meet Port St. Lucie singles from home in short, hosted one-on-one rounds on Zoom. We match by age and personality.
**Register below for your age group:**
- **Ages 18-32** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Port%20St.%20Lucie&groupurlname=join-our-circle-of-serious-singles&ar=18-32&face_v=3.0)
- **Ages 30-46** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Port%20St.%20Lucie&groupurlname=join-our-circle-of-serious-singles&ar=30-46&face_v=3.0)
- **Ages 40-58** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Port%20St.%20Lucie&groupurlname=join-our-circle-of-serious-singles&ar=40-58&face_v=3.0)
- **Ages 55+** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Port%20St.%20Lucie&groupurlname=join-our-circle-of-serious-singles&ar=55+&face_v=3.0)
**⚠️ RSVP alone won't secure your spot.** Register through your age group link below and complete the personality quiz. Places are limited.
---
**How It Works**
1. **Register** – Pick your age group above and sign up.
2. **Take the quiz** – Short personality quiz so we can match you well.
3. **Join on Zoom** – Your host will guide you through every round.
4. **Get matches** – Mutual matches sent after the event.
---
✨ Real conversations, real matches — all from home. 🦋 ✨
St. Petersburg Online Speed Dating
**💖 St. Petersburg Online Speed Dating on Zoom**
Join from home and meet real St. Petersburg singles in guided one-on-one Zoom rounds. Matched by age and personality.
**Choose your age range to sign up:**
- **Ages 18-32** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=18-32&face_v=3.0)
- **Ages 30-46** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=30-46&face_v=3.0)
- **Ages 40-58** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=40-58&face_v=3.0)
- **Ages 55+** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=55+&face_v=3.0)
**⚠️ Your RSVP doesn't confirm a place.** Click your age group below, register, and take the personality quiz. Spots are limited.
---
**How It Works**
1. **Register** – Pick your age group above and sign up.
2. **Take the quiz** – Short personality quiz so we can match you well.
3. **Join on Zoom** – Your host will guide you through every round.
4. **Get matches** – Mutual matches sent after the event.
---
✨ Sign up, take the quiz, and meet St. Petersburg singles tonight. 💞 ✨
You Exist Too Much by Zaina Arafat
[Columbus library link to book](https://cml.bibliocommons.com/v2/record/S105C3351321)
Location: The Goat River South
219 S High St, Columbus, OH 43215
Street parking is free on Sundays
[Menu](https://static1.squarespace.com/static/686d3ed16745133042482c5f/t/68ff654dbb03b96875430bde/1761568077220/all_brunch-20250311.pdf)
Book summary:
On a hot day in Bethlehem, a twelve-year-old Palestinian-American girl is yelled at by a group of men outside the Church of the Nativity. She has exposed her legs in a biblical city, an act they deem forbidden, and their judgement will echo on through her adolescence. When our narrator finally admits to her mother that she is queer, her mother's response only intensifies a sense of shame: 'You exist too much,' she tells her daughter. Told in vignettes that flash between the U.S. and the Middle East--from New York to Jordan, Lebanon, and Palestine--Zaina Arafat's debut novel traces her protagonist's progress from blushing teen to sought-after DJ and aspiring writer.
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Data & Analytics Wednesday - Finding Product Insights
**The Behavior Gap: Where Products Win or Lose**
Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap.
Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn:
* Why understanding customer behavior is a quant and qual challenge
* How to spot the signals that actually predict behavior change
* Where AI accelerates insight, and where it creates distraction
* How to get meaningfully closer to customers, without adding more tools
This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work.
**About Our Speaker**
[Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use.
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)
Columbus Ruby Brigade Monthly Meetup
**\*\*\* We've Moved! Bold Penguin - 6555 Longshore St, Dublin, OH 43017 \*\*\***
Ryan Carroll
**Local AI in Rails: Fast, Cheap, and Predictable**
Rails apps usually reach for external AI services when they need “intelligence,” but that approach can bring latency, cost, and unpredictability along for the ride. This talk shows a different path: running a Japanese sentiment model directly inside a Rails app, using ONNX Runtime, background jobs, and real-time updates to keep the user experience fast and responsive.
Using a small app called **Sentiment Omikuji** as the case study, the talk walks through how the model was trained in Python, exported to ONNX, and loaded into Ruby for local inference. It also covers how Japanese text is tokenized, how the sentiment output drives a fortune generator, and why the app uses Solid Queue to keep model work off the request path. Along the way, the talk explores the tradeoffs of local inference versus API-based LLMs, and why classic machine learning can still be the right tool for focused problems.
Attendees will leave with a practical architecture they can adapt in their own Rails applications, plus a clearer picture of when local AI makes sense, how to keep it predictable, and what it takes to make it feel good in a real app.
**AGENDA:**
* See updates to parking below
* Doors open at 5:30, feel free to come and hang out before!
* Official start of the meeting is at 6:30pm
* After the meeting is done, we will go hang out at a nearby space in Bridge Park!
If you can, please sign up via meetup by noon the day of the meeting so we can have an estimate headcount for food :) We always order extra, so feel free to join us even if you don't get signed up!
Thank you to Bold Penguin for providing the food and location!
**Parking & Arrival:**
**Parking:** Parking in Bridge Park is free. The closest lots are the Mooney Garage and the Hotel/Endres Garage.
**Entry:** The doors to the office are to the right of PINS. The street level door and elevators lock at 6pm. If you arrive after that, someone should be there to let you in, else call the number posted. Take the elevator to the 2nd floor. Once you exit the elevator, turn right.
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We are a bunch of professionals, students, and geeks who are excited about Ruby programming language ([http://ruby-lang.org/](http://ruby-lang.org/)) and Rails framework ([http://rubyonrails.com/](http://rubyonrails.com/)) and the joy they have brought back to web development. Our main goal is to share the love of the Ruby and Rails ecosystems with anyone that is interested. We cater to everyone, whether a non-programmer through advanced Rubyists.
* We give lectures on programming topics
* We freely provide decades worth of experience
* For full details of this month's meeting please visit [http://columbusrb.com](http://columbusrb.com)
Your Summer Social Life Starts Here 🍻🎳 🍻 20% Off for NEW Bowlers!
🎳 **Summer Fun Starts on the Lanes! 20% off for NEW bowlers!**
The 6-week summer social bowling league is here - cold drinks, fun times, and new friends await on the lanes! Whether you're looking to meet new people, unwind after work, or just have a fun weekly outing, this league is for everyone.
Social vibes, happy hour energy, and plenty of chances to connect with others. No matter your skill level, this league is all about having fun and meeting awesome people. ;)
**🗓 Thursday nights \|📍 AMF Sawmill Lanes \| 💵 $74 *(while Early Bird is active)***
**🚨New to the league?** Use discount code (**MUSU26**) for 20% off - $59.20 *during **Early Bird***
**💻 League Info & Registration**: https://bit.ly/ColumbusBowling
**Why Join?**
🎉 It’s only 6 weeks - perfect for a low-commitment social plan
🍻 Great mix of people in their 20s, 30s, & 40s, plus post-game hangs at the bar
🎳 Zero pressure - gutter balls totally welcome!
👕 Free league shirt if you sign up early
🧠 Weekly trivia w/ prizes
💬 Super social - join solo or w/ friends!
**Want in?**
Join our Meetup team Gutter Dusters 👉 **Click here to join** https://tinyurl.com/2d5y52vq
Or start a team of your own with a few friends - we’ll all be hanging out either way!
📅 League Dates (Thursday nights): June 25, July 2, July 9, July 16, July 23, July 30
***(The MeetUp event date is deadline to register for the league.)***
**Cost & What’s Included:**
✔ $74 **Early Bird** registration - **New bowler? Get 20% off w/ code: MUSU26**
✔ 6 weeks of bowling (1–3 games/week)
✔ Shoe rentals & full league setup
✔ Trivia, prizes, and great people
👉 **Sign up now:**
💻League Info & Registration: https://bit.ly/ColumbusBowling
🤑New bowlers use code MUSU26 to save 20%
📸 Follow the fun on Instagram: https://bit.ly/BowlingLeague-IG
📩 Questions? Contact the league: http://bit.ly/2nKHno7
Spots are filling fast – don’t miss out on the fun times!
Much Ado About Nullable - C# Nullable Reference Types Explained
**Presenter:** Matthew Hess, Microsoft MVP
**Time:** Pizza at 6:00, Presentation Starts at 6:30pm Eastern
**Location:** Theoris, 9000 Keystone Crossing, Either Downstairs or in Suite 230 if main meeting room isn't available, Indianapolis
In 2019 (C# 8.0) Microsoft introduced a feature that has generated a lot of confusion, debate and outright dissent. I'm talking about Nullable Reference Types. In this presentation, I we dig into this feature, explore why it exists, what problem it tries to solve, how it works, and how people have critiqued it, so that you as a programmer can decide if and how you want to use it.
Looking forward to seeing you there!
Psychic Development Series II - Pueo Group
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
CONNECTED Westerville Mastermind Group
Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.
Stop Guessing: A Product Person's Guide to AI Adoption
## 🤝 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.
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