Engineering-Style LLM Development Requires Clear Specifications
Building AI systems is like constructing a building without blueprints. Paper proposes 5 key properties for LLM development: clear specifications, modular design, and reliability.
This is a Plain English Papers summary of a research paper called Engineering-Style LLM Development Requires Clear Specifications, Study Finds. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Paper explores making LLM system development more engineering-focused through specifications Addresses challenges in building reliable and modular LLM systems Proposes five key properties for software engineering with LLMs Emphasizes need for formal specifications in AI development Examines current limitations of prompt engineering approaches...