Tag: Computational Complexity

The Inscrutable Machine: Proving the Theoretical Limits of AI Interpretability

Posted on by uplatzblog

Introduction: The Quest for Understanding in an Age of Opaque Intelligence The rapid ascent of artificial intelligence (AI) presents a central paradox of the 21st century: as our computational creations Read More …

Fine-Grained Complexity Theory: A Quantitative Analysis of the Complexity Landscape Within P

Posted on by uplatzblog

Introduction: Charting the Complexity Landscape Within P For decades, the central organizing principle of computational complexity theory has been the dichotomy between “tractable” and “intractable” problems, formalized by the complexity Read More …