Conf42: Machine Learning 2025

Architectural Challenges & Solutions for AI-Based Message Summarization in Enterprises

AI-powered message summarization systems are revolutionizing how businesses handle digital communication, but their development presents significant architectural challenges. This presentation delves into critical hurdles such as model hallucinations, bias mitigation, data distribution shifts, and context preservation, which directly impact the effectiveness of summarization systems. With...