June 2021 Summaries

Aporia Labs has partnered with Portkey to provide secure and reliable Guardrails for AI systems. Additionally, Sagify now supports monitoring ML models in production using Aporia's monitoring platform. This integration allows users to easily monitor models deployed with Sagify for concept drift and performance degradation issues. Despite the potential of AI, it remains vulnerable to risks such as AI hallucinations, prompt attacks, and data vulnerabilities.

Aporia has partnered with Portkey to bring secure and reliable Guardrails to production. They have also launched an open-source website called MLOps.toys, a curated list of the most useful MLOps tools and projects for training orchestration, experiment tracking, data versioning, model serving, model monitoring, and explainability. The aim is to help data science and ML engineering teams create strong machine learning infrastructure that supports their end-to-end MLOps needs. They are also encouraging contributions from the community to make this list as useful as possible.