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cs.AI2026
VISTA: Visualization of Token Attribution via Efficient Analysis
Syed Ahmed, Bharathi Vokkaliga Ganesh, Jagadish Babu P +8
Understanding how Large Language Models (LLMs) process information from prompts remains a significant challenge. To shed light on this "black box," attention visualization techniqu…
cs.AI2026
Design Behaviour Codes (DBCs): A Taxonomy-Driven Layered Governance Benchmark for Large Language Models
G. Madan Mohan, Veena Kiran Nambiar, Kiranmayee Janardhan
We introduce the Dynamic Behavioral Constraint (DBC) benchmark, the first empirical framework for evaluating the efficacy of a structured, 150-control behavioral governance layer,…