Author

Ajay Pravin Mahale

Observed name: Mahale, Ajay Pravin

Institution: Trier University of Applied Sciences

Observed institution: Trier University of Applied Sciences

OpenAlex ID: A5128914740

Causal Attribution for Agentic Decisions: Estimators, Coupling, and a Traceability Specification

2026 · Mahale, Ajay Pravin · arXiv (Cornell University)

Explanation Multiplicity: Circuit-Level Interpretability Evidence Does Not Survive Defensible Analytic Variation

2026 · Mahale, Ajay Pravin · arXiv (Cornell University)

Causally Grounded Mechanistic Interpretability for LLMs with Faithful Natural-Language Explanations

2026 · Mahale, Ajay Pravin · arXiv (Cornell University)

Works count: 3

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