Categories: FAANG

OpenAI Data Partnerships

Working together to create open-source and private datasets for AI training.

pfl-research: Simulation Framework for Accelerating Research in Private Federated Learning

Federated Learning (FL) is an emerging ML training paradigm where clients own their data and collaborate to train a global model without revealing any data to the server and other participants. Researchers commonly perform experiments in a simulation environment to quickly iterate on ideas. However, existing open-source tools do not…

May 15, 2024

In "FAANG"

How our commitment to open source unlocks AI and ML innovation

At Google, we believe anyone should be able to quickly and easily turn their artificial intelligence (AI) idea into reality. Open source software (OSS) has become increasingly important to this goal, heavily influencing the pace of innovation in AI and machine learning (ML) ecosystems. Over the last two decades, ML…

October 7, 2022

In "FAANG"