2 citations · 3 across the 15 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
Mental Health AI Safety Claims Must Preserve Temporal Evidence
Srimonti Dutta, Ratna Kandala
The safety of mental health AI is often judged at the wrong temporal scale. Current evaluations typically score isolated responses, endpoint outcomes, or aggregate dialogue quality…
cs.AI2026
EchoGuard: An Agentic Framework with Knowledge-Graph Memory for Detecting Manipulative Communication in Longitudinal Dialogue
Ratna Kandala, Niva Manchanda, Akshata Kishore Moharir +1
Manipulative communication, such as gaslighting, guilt-tripping, and emotional coercion, is often difficult for individuals to recognize. Existing agentic AI systems lack the struc…