Author

Muntaser M Syed

Florida Institute of Technology

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#artificial intelligence Preprint Oct 2026

Pollard: Governed Semantic Execution Trees for Framework-Independent AI Agent Control and Replay

Agent frameworks can persist checkpoints, trace tool calls, and limit resource use, but these facilities often assign different identities to execution, governance, and replay. We present Pollard, a framework-independent runtime based on governed semantic execution trees. A step identity commits to canonical input, kin...

Muntaser M Syed, Marius Silaghi · 0 citations

Jul 2026

TraceCoder: Explainable and Auditable Code Generation with Position-Key Snippet Versioning

The proposed mechanism makes the internal narrative of automated code generation auditable and replayable, a property essential for trust and accountability in production deployments, a property essential for trust and accountability in production deployments.

Rwaida Alssadi, Muntaser M Syed, Balaji Kasula et al. · arXiv.org · 0 citations