arxivcs.ARcs.LG2026-07-20
Hardware Mechanisms to Dynamically Throttle AI Performance
Haiyue Ma, Lauren Malek, Joseph Forzani, David Wentzlaff
As more capable AI models are increasingly integrated into critical computer systems, the lack of control over AI intent motivates safety mechanisms. Existing software safeguards impose only behavioral constraints that can potentially be bypassed by sufficiently intelligent model…