World Congress 2025 • Aug 20, 2025 • Session details

From Model to Metal: An Open Source Stack for Accelerating Intelligence

Are hardware silos bottlenecking your AI workflows? Discover how the open-source UXL stack lets you write once and deploy seamlessly across any CPU, GPU, or NPU architecture.

From Model to Metal: An Open Source Stack for Accelerating Intelligence thumbnail

Checking access…

Playback and chapters load privately for Free videos.

Matching moments

1:57 min

Building an open collaborative software stack for AI workloads

Stephan Gillich

Stephan Gillich · World Congress 2024

2:33 min

Architecting CUDA and the AI software stack

Michael Kagan

Michael Kagan +1 · World Congress 2026 Europe

2:15 min

Open-source community and machine learning frameworks

Gian Marco Iodice

Gian Marco Iodice · World Congress 2025

3:00 min

Accelerating machine learning research with optimized compilers

Tanmay Bakshi · LIVE

3:16 min

Building collaborative hardware architectures and developer startup ecosystems

Stephan Gillich

Stephan Gillich +3 · World Congress 2024

1:00 min

Unifying toolchains across AI development pipelines

Daniel Graff +1 · World Congress 2021

More from World Congress 2025

GenAI Security: Navigating the Unseen Iceberg thumbnail

GenAI Security: Navigating the Unseen Iceberg

Maish Saidel-Keesing · AWS

Behind the Code: How Women Are Powering the Future of AI thumbnail

Behind the Code: How Women Are Powering the Future of AI

Alexandra Wudel +2

The AI Hype Filter: What’s Real, What’s Investable, What’s Noise? thumbnail

The AI Hype Filter: What’s Real, What’s Investable, What’s Noise?

Justus Lumpe +3

AI in Leadership: How Technology is Reshaping Executive Roles thumbnail

AI in Leadership: How Technology is Reshaping Executive Roles

Bernd Datler +3

The AI-Ready Stack: Rethinking the Engineering Org of the Future thumbnail

The AI-Ready Stack: Rethinking the Engineering Org of the Future

Alex Laubscher +3

AI Sovereignty: What Does It Take? thumbnail

AI Sovereignty: What Does It Take?

Boris Hecker +3

Upcoming sessions on this topic

Engineering AI Strategy: Beyond the Hype

Omkar Srivastava

ADSK

Engineering Leader

Bypassing the GPU Tax: Smart Layer-7 Routing with Small Language Models (SLMs)

Sagar Utekar

CrowdStrike

SRE

How 8 GPUs Became 16: Rethinking LLM Inference Through Parallelism, Memory, and Runtime Design

Purnima Kumari

DigitalOCean

Sr. Solutions Architect II

The Dream Team You Didn't Know You Had - Multi-Model, Multi-Agent, One Software Lifecycle

Aditya Dua

GitHub

Senior Manager, Field Services, SAARC

AI Is the Easy Part: Why Faster Engineers Don't Make Faster Businesses

Bharat Sharma

Booking

Senior Engineering Manager

Built-In AI in the Browser: Practical Capabilities for Modern Web Apps

Piyush Gupta

Expedia

Senior Engineering Manager

Related videos

Unleashing the Full Potential of the Arm Architecture – Write Once, Deploy Anywhere thumbnail

Unleashing the Full Potential of the Arm Architecture – Write Once, Deploy Anywhere

Andrew Wafaa · Arm

World Congress · 2024

WWC24 - Ankit Patel - Unlocking the Future Breakthrough Application Performance and Capabilities with NVIDIA thumbnail

WWC24 - Ankit Patel - Unlocking the Future Breakthrough Application Performance and Capabilities with NVIDIA

Ankit Patel · NVIDIA

World Congress · 2024

Coffee with Developers - Stephen Jones - NVIDIA thumbnail

Coffee with Developers - Stephen Jones - NVIDIA

Stephen Jones

Coffee With Developers · Feb 2025

Anatomy of an AI Request: Where Latency and Cost Are Really Born thumbnail

Anatomy of an AI Request: Where Latency and Cost Are Really Born

Dan Fu · Together AI

World Congress North America · 2026

AI in the Open and in Browsers - Tarek Ziadé thumbnail

AI in the Open and in Browsers

Tarek Ziadé

Coffee With Developers · Jan 2026

Building the Nervous System of AI - Michael Kagan (NVIDIA) thumbnail

Building the Nervous System of AI - Michael Kagan (NVIDIA)

Michael Kagan +1

World Congress Europe · 2026

Related articles

DC

Daniel Cranney

Stephan Gillich - Bringing AI Everywhere

In the ever-evolving world of technology, AI continues to be the frontier for innovation and transformation. Stephan Gillich, from the AI Center of Excellence at Intel, dove into the subject in a r...

about 2 years ago

Stephan Gillich - Bringing AI Everywhere

BB

Benedikt Bischof

MLOps And AI Driven Development

Welcome to this issue of the WeAreDevelopers Dev Talk Recap series. This article recaps an interesting talk by Natalie Pistunovic who spoke about the development of AI and MLOps. What you will lear...

over 4 years ago

MLOps And AI Driven Development

BB

Benedikt Bischof

MLOps – What’s the deal behind it?

Welcome to this issue of the WeAreDevelopers Live Talk series. This article recaps an interesting talk by Nico Axtmann who introduced us to MLOpsAbout the speaker:Nico Axtmann is a seasoned machine...

about 4 years ago

MLOps – What’s the deal behind it?

CH

Chris Heilmann

Dev Digest 132 - Binging WADFlix?

Hello there, watch all the talks of the WeAreDeveloper World Congress, learn prompt engineering and how to sensibly add AI to your apps.Phase 2 of the WeAreDevelopers Cinematic UniverseToday we are...

about 2 years ago

Dev Digest 132 - Binging WADFlix?

From learning to earning

Jobs that call for the skills explored in this talk.

Embedded AI/ML Software - Technical Marketing Engineer

ROCm Linux Embedded AI

6 days ago • Verified

Director of Engineering - Data Platform SDM5

Bengaluru, India

Expert Remote ETL Spark Java EE

Machine Learning Engineer

Valencia, Spain

Remote Twilio AutoGen Pytorch

6 days ago • Verified

Senior Software Engineer - Semantic Data Lake (Open)SDE3

Bengaluru, India

Expert Remote Scala Python Terraform

about 1 month ago

Machine Learning Engineer

Valladolid, Spain

Remote Twilio AutoGen Pytorch

6 days ago • Verified

Software Development Engineer 5

Bengaluru, India

Expert Remote Java Python Spring Boot