Author

Jaee Ponde

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#machine learning Preprint Sep 2026

You Can't Escape Your Own Activations : Evaluation Awareness and Multi-Agent Monitoring

This work studies how activation-based detection changes when agents are explicitly informed that their internal activations are being monitored, and when they additionally receive feedback from the monitor.

Aritra Das, Jaee Ponde, Mihir More et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Are You Thinking What I am Thinking? : Examining Conceptual Separation in Neural Architectures

The results suggest that conceptual separation can reveal structure that output accuracy alone cannot, and may serve as a useful diagnostic of how robustly a model represents the concepts it is asked to identify.

Jaee Ponde, Roshni Agarwal, Subhashis Banerjee · 0 citations