y0news
AnalyticsDigestsSourcesTopicsRSSAICrypto

#agentic-rag News & Analysis

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

2 articles
AINeutralarXiv – CS AI · Jun 47/10
🧠

Cascading Hallucination in Agentic RAG: The CHARM Framework for Detection and Mitigation

Researchers introduce CHARM, a framework for detecting and mitigating cascading hallucinations in multi-step AI reasoning pipelines where errors compound across stages. The system achieves 89.4% detection accuracy with minimal false positives, addressing a critical vulnerability in agentic RAG systems that existing methods fail to catch.

AIBullisharXiv – CS AI · May 277/10
🧠

Tool-Schema Compression Enables Agentic RAG Under Constrained Context Budgets

Researchers demonstrate that tool-schema compression reduces token consumption by 44-50%, enabling large language model agents to function under tight context constraints. Testing across 14 models shows compressed schemas restore RAG functionality with +20.5 percentage point exact-match improvements at 8K tokens, while frontier models can now handle 800+ tools instead of ~494.