Author

Ben Bariach

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Review Open access Aug 2026

Seemingly conscious AI risks

A unified framework connecting empirical hallmarks of consciousness attribution to a structured risk taxonomy of Seemingly Conscious AI (SCAI), AI systems that exhibit hallmarks which elicit consciousness attribution from users is provided.

Ben Bariach, P. Schoenegger, M. Bhaskar et al. · AI and Ethics · 3 citations

Preprint Jul 2026

Securing Multi-Tool AI Agent Chains With Dynamic, Real-Time Compositional Policies

The Dynamic Security Control Compositor (DSCC), a two-phase approach to compositional security for multi-tool agent chains, and discusses the governance implications for organizations deploying multi-tool agents, including the utility-security tradeoff and the changes needed to operationalize chain-aware policies.

Chris Schneider, Kriti Faujdar, P. Schoenegger et al. · 1 citation