Intermediate Lessons

The State of Open Source AI: Deployment Engines, Licences, & Hardware // Casper da Costa-Luis // LT

Behind the Scenes : The Challenges on Building AI Applications // Yuze Ma // LLMs III Lightning Talk

Impact of LLMs on the Tech Stack and Product Development // Anand Das // MLOps Podcast #188

AI Squared: Breaking LLMs out of the Chat Application // Benjamin Harvey // LLMs III Talk

Product Engineering for LLMs // LLMs in Production Conference Part III // Panel 2

Product Strategy for LLM features when LLM isn’t your Product // Harini Kannan // LLMs III LT

Finetuning LLMs // Greg Diamos // LLMs in Production Conference III Lightning Talk

TimeGPT: The First Foundation Model for Time Series // Azul Garza // LLMs III Lightning Talk

Building Effective Products with GenAI // Faizaan Charania // MLOps Podcast #187

False Starts and Dead Ends: Building a Retrieval Augmented Generation System // Wes Ladd // LLMs III

Feature Infrastructure // Mike Del Balso & Josh Wills // MLOps Podcast # 186 clip

From Building Self-driving Cars to Building LLM Applications // Effy Zhang //LLMs III Lightning Talk

Addressing Privacy and the GDPR in LLM Applications // Pieter Luitjens // LLMs III Lightning Talk

Efficient Serving of LLMs for Experimentation and Production with Fireworks.ai // Dmytro Dzhulgakov

LLM Valley // Lilly Chen // LLMs in Production Conference III Lightning Talk

LLMs in Production at GetYourGuide // Meghana Satish & Tina Treimane // LLMs III Talk

The Truth About AI Agents // Silen Naihin // LLMS in Production Conference III Talk 7

Amplifying Impact with Generative AI: Insights from 10,000 Colleagues // Paul van der Boor // Talk 4

Using Product Analytics to Build Better LLM Applications // Henry Scott-Green // Lightning Talk 6

Unlocking Real-World LLM Use Cases // Hamsa Buvaraghan // LLMs in Prod Con Part III Lightning Talk 5

MLOps vs ML Orchestration // Ketan Umare // MLOps Podcast #183

AI in Education Fireside Chat // LLMs in Production Conference 3

Automating Data Annotation with LLMs // LLMs in Production Conference 3 Workshop1

The Future of Evaluation in LLMs // Shahul Es // MLOps Podcast #179 clip

Adventures in Building CLIP & Other (Largeish) LMs // Sachin Abeywardana // MLOps Podcast #180

All About Evaluating LLM Applications // Shahul Es // MLOps Podcast #179

[Exclusive] Tecton Round-table // Get your ML Application Into Production

LLMs in Action: Exploring the Three Roles // Mohamed Abusaid and Mara Pometti // MLOps Podcast clip

Collaboration and Strategy // Vin Vashishta // MLOps Podcast #176

Building Resilient Systems // Thibaut Labarre // MLOps Podcast #171 clip

MLOps LLM Stack Hackathon Winner // Travis Cline // LLMs in Production Conference Part 2

Taming AI Product Development Through Test-driven Prompt Engineering // Maxime Beauchemin // LLMs 2

Real User Data's Power in Product Iteration // Phillip Carter // MLOps Podcast #170 clip

Using Large Language Models at AngelList // Thibaut Labarre // MLOps Podcast #171

MLOps vs LLMOps // Panel 4 // LLMs in Conference in Production Conference Part 2

All the Hard Stuff with LLMs in Product Development // Phillip Carter // MLOps Podcast #170

Guardrails for LLMs: A Practical Approach // Shreya Rajpal // LLMs in Prod Conference Part 2

RLHF Data Collection in Practice // Andrew Mauboussin // LLMs in Prod Conference Part 2

The Confidence Checklist for LLMs in Production // Rohit Agarwal // LLMs in Prod Conference Part 2

Incorporating LLMs in High-stake Use Cases // Yada Pruksachatkun // LLMs in Prod Conference Part 2

Bringing Structure to Unstructured Data with an AI-First System Design // Will Gaviria Rojas // LLMs

Building Recommender Systems with Large Language Models // Sumit Kumar // LLMs in Production

Combining LLMs with Knowledge Bases to Prevent Hallucinations // Scott Mackie // LLMs in Prod Con 2

Controlled and Compliant AI Applications // Daniel Whitenack // LLMs in Production Conference Part 2

The Next Million AI Apps // Mark Huang // LLMs in Pod Con Part 2 Workshop Day 1

A Testing Library for AI Prompt Engineering // Maxime Beauchemin // MLOps Podcast #167 clip

Building Reliable AI Agents // Travis Fischer // LLMs in Production Conference Part 2

Wardley Mapping Prompt Engineering // Mark Craddock // LLMs in Production Conference Part 2