Deep learning research relies heavily on high-quality infrastructure, which can significantly impact progress in the field. The good news is that the open-source ecosystem has made it easier for researchers and organizations to build effective infrastructure without significant upfront costs. This shift towards more accessible infrastructure has opened up opportunities for groups of varying sizes and resources to contribute to deep learning research. --- Why it matters: This matters because having robust infrastructure can greatly accelerate AI development, enabling researchers to focus on advancing the field rather than struggling with technical setup. Good infrastructure also allows for easier collaboration and knowledge sharing among researchers. Source: https://openai.com/index/infrastructure-for-deep-learning