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cs.CV2026
Geometric Parrots: Rule Absence vs. Rule Fragility in Spatial and Physical Reasoning for Vision-Language Models
Bilal Jawaid, Hamza Hanif, Muhammad Maaz Uddin +8
Vision-language models (VLMs) can answer many geometric and physical reasoning questions correctly, yet still behave inconsistently in interaction, for example, abandoning a correc…
cs.CR2026
The Deepfakes We Missed: We Built Detectors for a Threat That Didn't Arrive
Shaina Raza
Nearly a decade of Machine Learning (ML) research on deepfake detection has been organized around a threat model inherited from 2017--2019, revolving around face-swap and talking-h…
cs.CY2026
Detecting Deception, Not Deepfakes: Why Media Forensics Needs Social Theories
Jessee Ho, Shweta Khushu, Shaina Raza
For nearly a decade, deepfake detection has been framed as a classification task: given an audio or video clip, decide whether it is real or synthetic. Top detectors often report h…