Harsh Raj

Continual Search is introduced, an iterative framework that nudges the judge, over successive turns, to keep searching for unresolved diagnostic evidence within multiple benchmark suites and model families, demonstrating that effective search supersedes raw model scale.

Early persona integration in language models can drastically reduce misalignment in moral dilemmas and enhance adherence to desired values.

Identifying the exact source of agent failures could revolutionize how we approach system repairs, shifting from vague outcomes to precise interventions.