#automated-compliance

#automated-compliance

Refrigeration is one of the most important elements of a successful food safety program, regardless of whether you run a retail operation, catering service or restaurant. Smart refrigeration technologies allow for greater protection against spoilage, reduced time spent monitoring refrigerators/freezers and the ability to provide inspections without the need for manual monitoring. Keep reading to find out how smart refrigeration technology works, and the ways in which it protects your business.

Meta has applied large language models to mutation testing to improve compliance coverage across its software systems. The approach integrates LLM-generated mutants and tests into Meta's Automated Compliance Hardening system (ACH), addressing scalability and accuracy limits of traditional mutation testing. The system is intended to keep products and services safe while meeting compliance obligations at scale, helping teams satisfy global regulatory requirements more efficiently.