New reporting tools help manage machine learning risks

Machine learning operations and management software specialist Algorithmia is launching new, advanced reporting tools to help enterprises govern the use of ML models in production environments. The top ML challenge currently facing organizations is governance according to the company's recent machine learning trends survey. This found 56 percent of IT leaders rank governance, security and auditability issues as a major concern. In addition 67 percent report needing to comply with multiple regulations. This means the effects of a model failure may not be known for some time, perhaps after bad decisions have been made. Algorithmia's new advanced reporting capabilities for… [Continue Reading]