Long-Lived Characters, Local Inference: Incremental Memory Maintenance for Game NPCs
Researchers present incremental KV-cache memory maintenance for long-lived game NPCs running locally on a quantized Qwen hybrid model.
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Stories tagged #memory-management
JustFit: 200K-Token LLM Serving on a 24 GiB Laptop with Just-in-Time State Management
JustFit MLX runtime serves 200K-token contexts for Qwen3.8-27B on a 24 GiB MacBook via just-in-time state management.
MeClear: Cooperative Game-Theoretic Attribution and Risk-Aware Memory Clearance for Long-Horizon LLM Agents
MeClear uses cooperative Shapley attribution to clear harmful memories from long-horizon LLM agents, boosting task recovery by 25.5 points over baselines.
Microsoft: Windows Server 2025 changes causing app crashes
Microsoft warns Windows Server 2025 memory-management changes crash AWE apps, including SQL Server with Lock Pages in Memory; disable LPIM as workaround.
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