---
title: Bridging Generative AI Insights to Real-world Impact with AUTOMAT-IT
description: "From Theory to Practice: Bridging Generative AI Insights to Real-world Impact with LLM and Diffusion Models"
---

[Skip to content](https://pages.automat-it.com/genai-watch-on-demand#main-content)

[![Automat-it (1)](https://pages.automat-it.com/hs-fs/hubfs/Automat-it%20(1).png?width=184&height=25&name=Automat-it%20(1).png "Automat-it (1)")](https://www.automat-it.com/)

# From Theory to Practice: Bridging Generative AI Insights to Real-world Impact with LLM and Diffusion Models  

PRESENTING: AI PRACTICE FOR START-UPS

- \[02:42>20:05\] Bridging Generative AI Insights to Real-world Impact with LLM and Diffusion Models- **Nir Shney-Dor, Director of Solutions Architecture and AI/ML (Automat-IT)**
- \[20:10>39:15\] How to build your own RAG application- Demo  
  **Vladyslav Melnyk - Senior MLOps Engineer (Automat-IT)**
- \[39:20>53:50\] The challenges while training diffusion models  
  **Bar Fingerman - Head of Engineering (bria.ai)**

```json
{
  "@context" : "https://schema.org",
  "@type" : "VideoObject",
  "caption" : {
    "@type" : "MediaObject",
    "contentUrl" : "https://pages.automat-it.com/media-transcripts/95372931530/en.vtt",
    "inLanguage" : "en",
    "name" : "en Captions"
  },
  "contentUrl" : "https://139531880.fs1.hubspotusercontent-eu1.net/hubfs/139531880/From%20Theory%20to%20Practice_%20Bridging%20Generative%20AI%20Insights%20to%20Real-world%20Impact%20with%20LLM%20and%20Diffusion%20Models%20Full%20(1).mp4",
  "dateModified" : "2025-09-07T15:18:52.451Z",
  "duration" : "PT54M28.288S",
  "height" : 1080,
  "name" : "From Theory to Practice_ Bridging Generative AI Insights to Real-world Impact with LLM and Diffusion Models Full (1)",
  "thumbnailUrl" : "https://139531880.fs1.hubspotusercontent-eu1.net/hubfs/139531880/From%20Theory%20to%20Practice_%20Bridging%20Generative%20AI%20Insights%20to%20Real-world%20Impact%20with%20LLM%20and%20Diffusion%20Models%20Full%20(1).mp4/medium.jpg",
  "uploadDate" : "2024-03-05T19:46:53.577Z",
  "width" : 1920
}
```