4 citations · 4 across the 9 of their papers we have counts for
11 papers
Cartograph: Federated Tool Discovery with Operator-Attested Retrieval for AI Agents
Justice Owusu Agyemang, Michael Agyare, Kwame Opuni-Boachie Obour Agyekum +3
The Model Context Protocol (MCP) enables AI agents to discover and call tools, but loading every definition becomes expensive as connected catalogs grow. We present Cartograph, a f…
Entropy Gate: Entropy Quenching for Near-Lossless Token Compression in LLM Pipelines
Justice Owusu Agyemang, Jerry John Kponyo, Kwame Opuni-Boachie Obour Agyekum +3
LLM pipelines waste substantial token budgets on low-information content: repeated context, verbose responses, and redundant boilerplate. We introduce Entropy Gate, a token compres…
The Streaming Reservoir Convergence Theorem: A Prospect-Theoretic Framework for Multi-Provider Adaptive Streaming
Justice Owusu Agyemang, Jerry John Kponyo, Kwame Opuni-Boachie Obour Agyekum +4
We present the Streaming Reservoir Convergence Theorem (SRCT), a novel mathematical framework for multi-provider adaptive bitrate streaming that addresses three fundamental structu…
Optimal Quantum Differential Privacy via Fisher Information Spectral Analysis
Justice Owusu Agyemang, Jerry John Kponyo, Elliot Amponsah +1
The Quantum Fisher Information (QFI) metric governs a fundamental duality: it quantifies both how precisely a parameter can be estimated (metrology) and how distinguishable two qua…
HiveMind: OS-Inspired Scheduling for Concurrent LLM Agent Workloads
Justice Owusu Agyemang, Jerry John Kponyo, Obed Kwasi Somuah +3
When multiple LLM coding agents share a rate-limited API endpoint, they exhibit resource contention patterns analogous to unscheduled OS processes competing for CPU, memory, and I/…
Local-Splitter: A Measurement Study of Seven Tactics for Reducing Cloud LLM Token Usage on Coding-Agent Workloads
Justice Owusu Agyemang, Jerry John Kponyo, Elliot Amponsah +2
We present a systematic measurement study of seven tactics for reducing cloud LLM token usage when a small local model can act as a triage layer in front of a frontier cloud model.…
LLM-Redactor: An Empirical Evaluation of Eight Techniques for Privacy-Preserving LLM Requests
Justice Owusu Agyemang, Jerry John Kponyo, Elliot Amponsah +2
Coding agents and LLM-powered applications routinely send potentially sensitive content to cloud LLM APIs where it may be logged, retained, used for training, or subpoenaed. Existi…
Resilient Write: A Six-Layer Durable Write Surface for LLM Coding Agents
Justice Owusu Agyemang, Jerry John Kponyo, Elliot Amponsah +2
LLM-powered coding agents increasingly rely on tool-use protocols such as the Model Context Protocol (MCP) to read and write files on a developer's workstation. When a write fails…
Toward an African Agenda for AI Safety
Samuel T. Segun, Rachel Adams, Ana Florido +22
This paper maps Africa's distinctive AI risk profile, from deepfake fuelled electoral interference and data colonial dependency to compute scarcity, labour disruption and dispropor…
Pilot Low-Cost Concentrating Solar Power Systems Deployment in Sub-Saharan Africa: A Case Study of Implementation Challenges
Emmanuel Wendsongre Ramde, Eric Tutu Tchao, Yesuenyeagbe Atsu Kwabla Fiagbe +2
Electricity is one of the most crucial resources that drives any given nation's growth and development. The latest Sustainable Development Goals report indicates Africa still has a…
Investigating the Best Radio Propagation Model for 4G - WiMAX Networks Deployment in 2530MHz Band in Sub- Saharan Africa
Awal Halifa, E. T. Tchao, J. J. Kponyo
One of the salient factors to look at during wireless network planning is developing a modified path loss prediction models to suit a new environment other than the one it was orig…