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cs.AI2026
Categorical AI phenomenology: A first-person approach
Robert Prentner
This paper develops a phenomenology-first approach to artificial consciousness by reframing consciousness as the subjective experience enacted through an agent's interface with the…
cs.AI2026
Constrained Path Reasoning: Measuring When Committed Stages Earn Their Cost
Honglin Li
When does a committed intermediate stage in an LLM reasoning pipeline earn its cost? Constrained Path Reasoning (CPR) pairs a source-aware path hypothesis with stage-level accounti…
cs.AI2026
CamoNAS: Neural Architecture Search for Enhanced Camouflaged Object Detection
Dawei Ren, Yan Zhang, Hongying Tang +2
Camouflaged Object Detection (COD) aims to locate and segment objects that blend into their surroundings, presenting challenges due to weak edge cues and ill-defined boundaries. Tr…