Machine learning needs better tools

This post introduces Cog as 'Docker for machine learning,' a tool to package ML models into containers for easier sharing and deployment. It highlights the challenges of using ML models due to complex dependencies and infrastructure requirements, drawing parallels to early web development. The post emphasizes that by providing better tools, software engineers can leverage ML capabilities more easily, making ML a more integrated part of software development.