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The future of engineering belongs to those who build with AI, not without it


As we look ahead, the relationship between engineers and AI systems will likely evolve from tool and user to something more symbiotic.

Finally, the true power of gen AI lies in its expansion capabilities — creating novel content like code, documentation or even system architectures. Major banks have invested in gen AI for longer than most people realize, too; they are building systems that help manage complex compliance requirements while improving customer service. Similar to how DevOps emerged as a discipline, large language model operations (LLMOps) focuses on deploying, monitoring and optimizing LLMs in production environments.

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