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This panel discussion from the 2025 Synergy DevPartner Conference explores the evolving role of AI in the software industry, separating hype from reality when it comes to real-world applications of AI in line-of-business applications. The conversation covers the distinctions between large language models (LLMs) and traditional machine learning (ML), strategies for modernizing legacy systems with AI integration in mind, and the infrastructure needed to support these advancements. It also tackles critical considerations around trust, security, and governance—and takes a forward-looking view at what’s next in the AI landscape. Panelists Marty Lewis, Synergex Staff Software Engineer Jeff Greene, Synergex CTO Tyler Akidau, Redpanda CTO Billy Hollis, Architect/Designer at Next Version Systems Resources Billy Hollis' website: https://www.nextver.com/site/ GitHub blog article: https://github.blog/news-insights/res... Fortune.com article: https://fortune.com/2025/08/18/mit-re... Menlo Ventures article: https://menlovc.com/2024-the-state-of... Stanford Human-Centered Artificial Intelligence (HAI) report: https://hai.stanford.edu/ai-index/202... https://www.synergex.com