Image Generated With GPT Image 2.0 The End of Scaling as We Knew It For more than five decades, the semiconductor industry has sustained an extraordinary scaling curve, delivering predictable improvements in computing performance through advances in process technology. Each successive node enabled higher transistor density, greater energy efficiency, and lower cost per transistor, allowing increasingly powerful processors to power everything from personal computers and smartphones to cloud infrastructure and supercomputers. This steady pace of innovation established an expectation that every new generation of semiconductor hardware would deliver substantially more capability than the one before it. That expectation has become significantly more difficult to maintain. The rapid growth of artificial intelligence has accelerated demand for computational performance at a rate that now exceeds what traditional transistor scaling alone can