Microsoft has announced a new correction capability in its Azure AI Content Safety's Groundedness detection feature aimed at fixing hallucination issues in real-time. This feature is designed to enhance the reliability and accuracy of AI-generated content. NEC is also set to offer similar functions to address hallucination issues in Large Language Models (LLMs) starting at the end of October. These functions will be applicable to NEC's generative AI 'Cotomi' and Microsoft's Azure OpenAI Service. Additionally, DataGemma offers a fresh take on reducing hallucinations and improving the factual accuracy of AI-generated content.