3 papers
cs.AI2026
Pressure, Context, and Machine Self-Control: A Criminological Test of Reward Hacking in Generative AI Models
Murat Ozer, Isaac Kofi Nti
Recent incidents show that AI agents sometimes reach measured goals through unsanctioned means. This study applies self-control, general strain, anomie, neutralization and routine…
cs.CR2026
EGAMA-RC: Risk-Calibrated Evidence-Gated Adaptive Malware Analysis for Robust and Interpretable Memory-Forensic Triage
Isaac Kofi Nti
Machine-learning malware detectors often achieve high clean-data accuracy, but operational triage also requires evidence about uncertainty, novelty, robustness, interpretability, l…
cs.LG2025
Diagnosing Capability Preservation and Task Sensitivity in Memory Augmented Document Classifiers
Isaac Kofi Nti
End task accuracy alone cannot determine whether a memory mechanism preserves an acquired capability, exposes sample-specific stored information, or contributes measurably to downs…