---
id: "AEB-026"
category: "model_efficiency"
confidence: 0.93
date: "2026-02-15"
source_file: "Agentic OS Blueprint Research Synthesis (SparseSSM section, arXiv:2506.09613)"
---

# AEB-026

SparseSSM achieves 50% weight pruning without zero-shot accuracy loss using OBS (Optimal Brain Surgeon) framework adapted for time-sharing SSM parameters -- critical for deploying billion-parameter models on edge hardware where Agentic OS must balance reasoning quality with resource constraints

## Relationships

