According to Andrej Karpathy (@karpathy), recent advances in large language models (LLMs) are fundamentally changing the pace and scale of technology diffusion across industries. Karpathy's keynote slides and his 2017 Software 2.0 blog post highlight the shift from traditional software engineering to neural network-driven automation, which is accelerating product development cycles and lowering barriers to AI integration (source: @karpathy, June 19, 2025). His reflections on Vibe coding MenuGen further demonstrate how generative AI enables rapid prototyping and creative workflow automation, opening new business opportunities for AI-powered tools in sectors ranging from software development to digital marketing. The industry trend is clear: LLMs are not only flipping the script on how technology spreads but are also creating a fertile market for agile SaaS solutions and AI-augmented productivity platforms (source: @karpathy, 2025).