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Last updated: July 5, 2026, 5:30 PM ET

AI & ML Research

Researchers are refining Retrieval-Augmented Generation (RAG) systems by introducing a structured approach to prompt assembly. One method involves combining a fixed base prompt with specific rules tailored to each query, managed by a dispatcher that translates parsed questions into typed LLM calls, aiming for more precise enterprise document intelligence Assemble Each RAG Generation. In computer vision, the PANet architecture is being explored for its ability to shorten the feature path between low-level and high-level representations, potentially improving object detection and segmentation accuracy PANet Paper Walkthrough.