AI Infrastructure Alliance

Building the canonical stack for AI/ML

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WHAT IS THE AI INFRASTRUCTURE ALLIANCE?

At the AI Infrastructure Foundation, we’re dedicated to bringing together the essential building blocks for the Artificial Intelligence applications of today and tomorrow.  

Right now, we’re seeing the evolution of a canonical stack for machine learning.  It’s coming together through the efforts of many different people, projects and organizations.  No one group can do it alone. That’s why we’ve created the Foundation to act as a focal point that brings together many different groups in one place.

The stack will not stay fixed for long.  AI is going through a renaissance, with the state of the art evolving almost daily.  The Ai Infrastructure Foundation brings together the best of these tools now and in the future.

OUR COMMUNITIES

MISSION STATEMENT

Version 20191211-001

The AI Infrastructure Alliance’s mission is to help organizations:

1) Establish a canonical stack for Artificial Intelligence (AI) and Machine Learning (ML) Operations (MLOps)

2) Develop ideal best practices and architectures for doing AI/ML at scale in enterprise organizations

3) Foster openness for algorithms, tooling, libraries, frameworks, models and datasets in AI/ML

4) Advocate for technologies, such as homomorphic encryption, that helps anonymize data sets and protect privacy

5) Work towards universal standards to share data between AI/ML applications

ARTICLES

Google Cloud Introduces Advanced AI Pipelines Packages

Google Cloud Introduces Advanced AI Pipelines Packages

Machine Learning at scale is a complex web of glued together software.  Building an enterprise pipeline that's seamless and easy to use is a challenge most companies never seem to get right.  The tools that support AI seem like they're almost a decade behind software...

When to Use CPU, GPUs or TPUs

When to Use CPU, GPUs or TPUs

It's an amazing time for data scientists everywhere, as the hardware needed to crunch numbers like never before comes online. It wasn't long ago that there were only a few chip manufacturers in the world, Intel and AMD, working on essentially the same architecture for...

Using the Power of AI on Coronavirus

Using the Power of AI on Coronavirus

In this video controversial YouTube AI star, Siraj Ravel talks about how people are using ML to find potential drug candidates for the treating the terrifying novel coronavirus that's all over the news. The virus is threatenging to turn into a global pandemic and...

Roads, Where We’re Going We Don’t Need Roads

Roads, Where We’re Going We Don’t Need Roads

There’s an exciting side to AI.  Intense, multi-million dollar research over many years that leads to a billion dollar algorithmic breakthrough that keeps self-driving cars from crashing or detects lung cancer better than ever is glamorous part of intelligent...