1 citations · 1 across the 6 of their papers we have counts for
9 papers
Pollard: Governed Semantic Execution Trees for Framework-Independent AI Agent Control and Replay
Muntaser Syed, Marius C. Silaghi
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…
Hashrope: A Persistent Data Structure for Mechanisms of LLM Context Management
Muntaser Syed, Ameerah Alsulami, Marius Silaghi
Serving stacks for large language models manage context through four recurring mechanisms: incremental edits to a growing context, branching and snapshotting for tree search, ident…
Rules Before Oracles: Auditable, User-Configurable Argument Selection for Deliberative Polling
Muntaser Syed, Markus Zanker, Marius Silaghi
In a deliberative poll, once submissions outnumber what anyone will read, some mechanism chooses which arguments each voter sees, acquiring much of the decision; practice delegates…
TraceCoder: Explainable and Auditable Code Generation with Position-Key Snippet Versioning
Rwaida Alssadi, Muntaser Syed, Balaji Kasula +6
Contemporary LLM-based coding agents produce code as black-box outputs: the rationale behind each line is hidden, the evolution of the code through benchmark-driven repair is ephem…
Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation
Muntaser Syed, Marius Silaghi, Sheikh Abujar +1
Retrieval-Augmented Generation (RAG) systems retrieve and integrate external knowledge to ground large language model (LLM) outputs. However, current RAG architectures treat all re…
The Environmental Cost of Digital Sovereignty: Water, Energy, and Emissions Impacts of Sovereign AI Infrastructure in the Global South
Muntaser Syed, Marius C. Silaghi, Sheikh Abujar +2
Sovereign AI has become a strategic priority across the Global South, with over $200 billion in state-led commitments announced between 2024 and 2026. Yet the physical infrastruct…
Robotic Ad-Hoc Networks
Marius Silaghi, Khulud Alawaji, Mohammed Alghamdi +2
Practical robotic adhoc networks (RANETs), a type of mobile wireless adhoc networks (WANETs) supporting the WiFi-Direct modes common in internet of things and phone devices, is pro…
Modeling the Feedback of AI Price Estimations on Actual Market Values
Viorel Silaghi, Zobaida Alssadi, Ben Mathew +3
Public availability of Artificial Intelligence generated information can change the markets forever, and its factoring into economical dynamics may take economists by surprise, out…
Recommending the Most Encompassing Opposing and Endorsing Arguments in Debates
Marius C. Silaghi, Roussi Roussev
Arguments are essential objects in DirectDemocracyP2P, where they can occur both in association with signatures for petitions, or in association with other debated decisions, such…