#dag News & Analysis

2 articles tagged with #dag. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · Mar 177/10

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Agentic DAG-Orchestrated Planner Framework for Multi-Modal, Multi-Hop Question Answering in Hybrid Data Lakes

Researchers introduce A.DOT Planner, an AI framework that enables multi-hop question answering across hybrid data lakes containing both structured and unstructured data. The system uses directed acyclic graphs to orchestrate complex queries, achieving 14.8% better accuracy and 10.7% better completeness than existing solutions.

$DOT

AIBullisharXiv – CS AI · Feb 277/107

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Contextual Memory Virtualisation: DAG-Based State Management and Structurally Lossless Trimming for LLM Agents

Researchers introduce Contextual Memory Virtualisation (CMV), a system that preserves LLM understanding across extended sessions by treating context as version-controlled state using DAG-based management. The system includes a trimming algorithm that reduces token counts by 20-86% while preserving all user interactions, demonstrating particular efficiency in tool-use sessions.