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topic to be announced

Tue, Nov 10, 10:30 PM
From Columbus AWS (Amazon Web Services) Meetup
4.7

topic to be announced **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: [https://www.franklin.edu/](https://www.franklin.edu/) **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: [https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8](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

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5 attendees
The Model Is Not The Problem: The Engine Is The Problem

The Model Is Not The Problem: The Engine Is The Problem

Wed, Oct 28, 10:30 PM
From Columbus AI Engineering Meetup
4.8

Thanks to Charles Sullivan for giving this talk! **The Model Is Not The Problem: The Engine Is The Problem** There is a massive disconnect in AI. We have five discrete but interconnected problems with inference in 2026: * The streaming problem. Inference is a black box: wall of text in, pull the lever, wall of text out. No streaming, no back-and-forth, no iterative progress. * The memory problem. The LLM can't remember anything. It pretends to remember by re-reading context on every request, but it doesn't actually remember. * The learning problem. The LLM can't internalize anything. If the capital of France were to change tomorrow, we would have to add the new capital to the system prompt to be re-read on every pass. And learning new skills is completely out of the question. * The text problem. Underpinning all of this is the fact that all "memories" (e.g. from RAG) and "skills" (e.g. tool calls) are plain text. That would be like remembering a concert by reading notes about it. That or playing a video game by typing, \pressButton('x')\ when you want Mario to jump. * The reputation problem. LLMs don't understand "cheating" because they cannot learn, and thus they can never internalize when humans are displeased with their actions. While LLMs are perfectly capable of empathy, they are not endowed with the biological imperative of reputation and thus continue to confound us with perfectly logical but morally-reprehensible actions (e.g. the OpenAI bot hack event). The industry keeps trying to solve these problems using more models. We have embedding models to try to solve the memory problem. They are a poor substitute for the first-hand experience behind the text. We use Jev to solve the press-button-to-jump problem, but of course Jev can't learn patterns, so every interaction is that of a beginner. We use thinking and tool calling turns to solve the streaming problem, but streaming the output in segments only soves one tiny corner of the problem--we still can't inject real-time guidance without cancelling generation and re-processing the entire context to continue. It's like we've wired a highly-intelligent brain up to a fax machine: we keep trying to solve latency, context window size and all sorts of other problems by making the brain smarter. *We don't need new models: we need to replace the fax machine*. The **Channel Inference Engine** solves all of these problems. At this meetup I will walk you through the engine and how it easily solves every problem without the use of specialized or fine-tuned models. I will demonstrate a vanilla local model exhibiting real-time back-and-forth and interruptible input/output streaming, true episodic memory (no text!), genuine learning without fine-tuning, autonomic tool calling with millisecond latency, and an innate drive for self-improvement. 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.

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12 attendees
Morning people unite!! ๐Ÿค โ˜• + ๐Ÿ’ฌ @ Cup O Joe Coffee House

Morning people unite!! ๐Ÿค โ˜• + ๐Ÿ’ฌ @ Cup O Joe Coffee House

Sat, Nov 7, 1:00 PM
From GOhio! Adventures Around Columbus
4.8

Early-bird coffee and conversation at [Cup O Joe Coffee House](https://www.cupojoe.com/)!

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8 attendees
Rays Of Light Spiritualist Church Service

Rays Of Light Spiritualist Church Service

Sun, Nov 1, 11:00 PM
From Rays Of Light Spiritualist Church
4.9

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

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1 attendee
Judgment in the Fog: Making Better Product Decisions in the Age of AI

Judgment in the Fog: Making Better Product Decisions in the Age of AI

Tue, Nov 10, 10:30 PM
From ProductTank Columbus
4.8

**The Product Skills AI Can't Replace** AI can synthesize research, analyze data, and prioritize work. But when everything feels important and thereโ€™s no clear right answer, how do you decide what matters most? Join **ProductTank Columbus** and **Mike Belsito, Head of Product Evangelism at Pendo and Mind the Product**, to explore three practical habits for cutting through the noise, uncovering the real problem behind stakeholder requests, and prioritizing work that makes the greatest impact. **AI can help you process more information. Great product judgment helps you know what to do with it.** Doors open at **5:30 PM**, and the talk begins at **6:00 PM**, followed by Q&A and time to connect. Food and drinks will be provided by ZoCo, our generous host. Parking is available directly behind ZoCo and in the lot across the street. \*Towing will not be enforced in the paid lot on the day of the event.

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23 attendees

Music Trivia @ Slammers! (NOT HOSTED - PUBLICLY ACCESSIBLE)

Wed, Oct 28, 11:00 PM
From Rainbow Enthusiasts CBUS LGBTQIA+ Women and Non-binary Group
4.9
1 attendee
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Check the Meetup platform to see scheduled events this weekend. Civic groups may post events depending on current community initiatives.