y0news
AnalyticsDigestsSourcesTopicsRSSAICrypto

#virtual-memory News & Analysis

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

2 articles
AIBullisharXiv – CS AI · Feb 277/107
🧠

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.

AINeutralarXiv – CS AI · Apr 146/10
🧠

ClawVM: Harness-Managed Virtual Memory for Stateful Tool-Using LLM Agents

ClawVM is a virtual memory management system designed for stateful LLM agents that addresses critical failures in current context window management. The system implements typed pages, multi-resolution representations, and validated writeback protocols to ensure deterministic state residency and durability, adding minimal computational overhead.