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AI for IT We Need Structured Output: Towards User-centered Constraints on Large Language Model Output

By Vernon Keenan, April 30, 2024

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vivid, conceptual art piece showcasing a network of floating, interconnected nodes representing different enterprise applications. Each node is linked by flowing streams of light, symbolizing data moving through an advanced AI-powered system.

AI for DevSecOps: A Landscape and Future Opportunities

a visually striking scene where an ethereal, luminous brain floats above an open laptop, casting a soft, glowing light over a dimly lit, modern workspace. The brain, constructed from intertwining circuits and glowing nodes, symbolizes the pinnacle of AI and machine learning intelligence. Below it, the laptop screen displays an intricate web of code, subtly transitioning between various programming languages, representing automated code refactoring.

an ancient, expansive library filled with towering bookshelves, each shelf brimming with scrolls and tomes bound in mysterious materials. In the center of this library stands a large, ornate desk illuminated by a softly glowing orb suspended in the air above. At this desk, a figure known as the Ethical AI Researcher, draped in robes adorned with symbols of AI and ethics, meticulously crafts the future of generative AI applications.

an elegant, high-tech workspace where developers are engaging with a sleek, modern Integrated Development Environment (IDE) interface on their screens. The IDE is alive with vibrant, animated elements that represent the EM-Assist plugin in action.

a timeline that morphs from a traditional classroom filled with books on data structures and algorithms to a futuristic, interactive coding workspace.

an intricate digital landscape where the fusion of cloud wisps and data streams forms a majestic tapestry in the sky. At its heart, a colossal structure reminiscent of ancient libraries and futuristic data centers stands tall. This edifice, bathed in the soft glow of bioluminescent lights, symbolizes the nexus of AI and cloud synergies.

a futuristic control room with large, translucent screens displaying flowing lines of code and 3D models of interconnected APIs. In the center, a holographic representation of a large language model (LLM), symbolizing RESTGPT, is actively analyzing and interacting with the API models

visually represents the integration of AI logic with human reasoning, symbolized through the assembly of a jigsaw puzzle that reveals a digital brain.

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