How to Ground LLM's to minimize hallucinations

Presented by: Cameron Vetter

Language models have made significant advancements in recent years, with models like GPT-3 and GPT-4 showcasing impressive capabilities. However, one persistent challenge that arises with these models is the occurrence of hallucinations—instances where the model generates plausible-sounding but...

Tags: Python, Machine Learning, Data ScienceFormat: General SessionLevel: Intermediate

Take Back Control - Introducing Veilid

Presented by: Bill Sempf

Veilid is an open-source, peer-to-peer, mobile-first, networked application framework. It allows developers to build private, distributed, scalable social applications containing and sharing a user's personal content without data collection by third parties being of concern. Built by Cult of the...

Tags: Python, Rust, Mobile, Security, CloudFormat: General SessionLevel: Intermediate

Developing kids in tech - a retrospective

Presented by: Bill Sempf

Your humble speaker has spent the last eighteen years devising, researching, and implementing ways to get kids into tech. Between Scouting, advising friends, KidzMash, and my own Thing 1 and Thing 2, I have accumulated a rather dramatic list of ideas that do and do not work. Programming, social...

Tags: Python, Security, LeadershipFormat: General SessionLevel: Introductory and overview

What's that smell? Monitoring air quality with Python, Raspberry Pi, and Redis

Presented by: Justin Castilla

With a little wiring and a few lines of code, one can create your own hyper-local air sensor system to send alerts, activate smart-windows, and gather data. A sensor measures air particulate density and sends the values to a Raspberry Pi compute unit. The Raspberry Pi then sends the data along with...

Tags: Python, IoT, Cloud, Data Science, DatabasesFormat: General SessionLevel: Intermediate