FAANG

Mixed-input matrix multiplication performance optimizations

Posted by Manish Gupta, Staff Software Engineer, Google Research AI-driven technologies are weaving themselves into the fabric of our daily…

2 years ago

Co-ML: Collaborative Machine Learning Model Building for Developing Dataset Design Practices

Machine learning (ML) models are fundamentally shaped by data, and building inclusive ML systems requires significant considerations around how to…

2 years ago

How does data deduplication work?

Recent years have witnessed an explosion in the proliferation of self-storage units. These large, warehouse units have sprung up nationally…

2 years ago

Benchmark and optimize endpoint deployment in Amazon SageMaker JumpStart

When deploying a large language model (LLM), machine learning (ML) practitioners typically care about two measurements for model serving performance:…

2 years ago

User-Centered Machine Learning

A New Paradigm for Computer Vision WorkflowsMassive investments are being made across the DoD to develop and field Machine Learning…

2 years ago

Networks unchained: the shift toward intent-based autonomous operations

Telecommunications industry, a cornerstone of global connectivity, has been going through a technological renaissance for some time, driven by innovations…

2 years ago

Mixed-input matrix multiplication performance optimizations

Posted by Manish Gupta, Staff Software Engineer, Google Research AI-driven technologies are weaving themselves into the fabric of our daily…

2 years ago

Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic…

2 years ago

New embedding models and API updates

We are launching a new generation of embedding models, new GPT-4 Turbo and moderation models, new API usage management tools,…

2 years ago