2 papers
cs.SE2026
Co-Modifying Application Code and Deployment Infrastructure: A Causal Study of AI Agent Pull Requests
Mohammad Wathiq Soualhi, Basem Suleiman
Current software engineering agents are evaluated predominantly inside isolated sandboxes against synchronous local tests. However, deploying features in collaborative repositories…
cs.CL2026
The Multilingual Quantization Tax: Structural Collapse and Typological Fragility in Edge SLMs
Mohammad Wathiq Soualhi
While 4-bit weight quantization is critical for deploying Small Language Models (SLMs) on edge devices, evaluations of the resulting performance degradation-the quantization tax-re…