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Frequently Asked Questions
Yes! Check out academics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the academics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Academics Events Near You
Connect with your local Academics community
Columbus Polymarket Profit Strategy
đ **Win on Prediction Markets â Polymarket Masterclass**
Learn to read and win prediction markets consistently. Data-driven and repeatable.
â ď¸ Register below to confirm â RSVP is not your ticket in.
### [đ REGISTER NOW](https://aiventurelab.org/product/Polymarket?city=Columbus&groupurlname=the-book-lovers-journey-discussion-group&startgmtdatetime=2026-07-07T22:00:00Z)
---
What you'll learn:
- Risk management techniques for prediction markets
- The edge that separates profitable traders from the rest
- How to read market signals others miss
*The forecasters who win have a system. Get yours.* đŻ
Manic Mondays with Salsamante Dance Academy
Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves.
The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate.
730pm-830pm Bachata Cool Moves
830pm-930pm Salsa On 1 (Beginner/Intermediate)
15 for One Class
20 for Both
Free Parking & Plenty of Dance Space.
Viva Dance Columbus 2809 Festival Lane Dublin OH 43017
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it âseems good,â 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, weâll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. Weâll 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.
Weâll cover:
* Why âit looks goodâ 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 â and where humans still need to stay in the loop
By the end, youâll 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.
Odoo Accounting Academy - Columbus, OH
Odoo Academy is a series of **one-day**, **FREE training** sessions where participants can learn directly from our **seasoned experts**. Master a specific **Odoo application** or delve into **industry-specific** functionalities.
Join us in our **Columbus, OH** for hands on training in Odoo's Accounting app and take your business to the next level!
Training will be given in **ENGLISH**. Lunch is **included**.
Participants must bring their **OWN laptop** for the practical exercises.
For any inquiries, feel free to reach out to us at ellee@odoo.com.
[Register Here Now! ](https://www.odoo.com/r/8yd)**[\[](https://www.odoo.com/r/gO9)Limited Seats Available!]**
IxDA Chat n Pancakes
You can sleep in on the Semiquincentennial (observed), weâre shifting to the following Friday.
But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why Iâd even want to.
Thanks to the team at Nationwide of supporting the group.
"Tusk Love" by Thea Guanzon
Come join us to discuss our July pick "Tusk Love" by Thea Guanzon!
Book description:
A merchantâs daughter who yearns for adventure gets more than she bargained for when she falls for a broodingly handsome stranger in this saucy romantasy from the New York Times bestselling author of The Hurricane Wars.
âA true delight of a book! Spicy and heartfeltâthis one is a winner all around.ââKatee Robert, author of Neon Gods
As the daughter of an ambitious merchant, Guinevereâs path has been predetermined: marry into a noble house of the Dwendalian Empire, raise her familyâs station, and live quietly as a lordlingâs obedient wife. But Guinevere longs for a life unbounded by expectations, for freedom and passion and adventure.
Those distant dreams become a sudden reality when her caravan is beset by bandits, leaving her guards slain and Guinevere stranded alone on the dangerous Amber Road. Her only chance of survival is to travel alongside Oskar, the aloof half-orc who saved her during the attack.
Unlike Guinevere, Oskarâs path is not so set in stone. With his mother dead and his apprenticeship abandoned, all thatâs left is a long, lonely walk to a land heâs never seen to find family heâs never met. The last thing he needs is a spoiled waif like Guinevere slowing him downâeven if the spark between them sizzles with promise.
Despite his cold exterior, Oskar is brave and thoughtful and unlike anyone Guinevere has ever met. And while Guinevere may be sheltered, she brings out a softness in him that he has never dared to feel before. As the flames of their passion grow, they realize that soon theyâll need to choose between their expected destinations or their blossoming romance.
Written by New York Times bestselling author Thea Guanzon at the behest of Critical Roleâs Jester Lavorre, Tusk Love brings the most romantic story on Exandrian bookshelves to life.
Pop-up Book Club 5: Rabbit, Run by John Updike
Letâs meet and discuss John Updike's Rabbit, Run, the first in his series of four novels following the life, hopes, and disappointments of former local basketball star, Harry "Rabbit" Angstrom, as he fitfully confronts and evades adulthood.






