TL;DR: JFrogโs ML Model Management capabilities, which help bridge the gap between AI/ML model development and DevSecOps, are now Generally Available and come with a new approach to versioning models that benefit Data Scientists and DevOps Engineers alike. Model versioning can be a frustrating process with many considerations when taking models from Data Science to โฆ
Taking a machine learning model to production from the proof of concept stage is a complex journey. Deploying the model is only the tip of the iceberg when it comes to operationalizing machine learning (ML) models. After the initial deployment, maintaining deployed models and continuously improving them requires specialized tools and systems. ML model monitoring โฆ
The Wake-Up Call The rapid rise of artificial intelligence, more specifically, generative AI systems such as OpenAIโs ChatGPT, has simultaneously spurred intense development and concern over the past year. On the 30th of October, President Joe Biden signed an Executive Order that urges new federal standards for AI development, safety, security, and trustworthiness that also โฆ
