“Addressing Silicon Shortages and Supply Chain Constraints in AI Hardware Deployments: A program Manager’s Perspective”, JRPS, vol. 16, no. 2, pp. 143–150, Apr. 2025, doi: 10.36676/jrps.v16.i2.59.