3 papers
cs.SI2025
When Small Acts Scale: Ethical Thresholds in Network Diffusion
Masoud Makrehchi
Much ethical evaluation treats actions dyadically: one agent acts on one recipient. In networked, platform-mediated environments, this lens misses how public acts diffuse. We intro…
cs.LG2025
Reverse Supervision at Scale: Exponential Search Meets the Economics of Annotation
Masoud Makrehchi
We analyze a reversed-supervision strategy that searches over labelings of a large unlabeled set \(B\) to minimize error on a small labeled set \(A\). The search space is \(2^n\),…
cs.CY2025
Three Lenses on the AI Revolution: Risk, Transformation, Continuity
Masoud Makrehchi
Artificial Intelligence (AI) has emerged as both a continuation of historical technological revolutions and a potential rupture with them. This paper argues that AI must be viewed…