5 papers
Quantifying Diversity of Thought: A Predictive Law of Weighted LLM Ensemble Lift
Junade Ali
This paper provides an experimentally verified formal law for calculating the uplift that diversity of thought provides in Large Language Model (LLM) ensembles. From first principl…
Abductive Corroboration of Probabilistic AI Models for Forensic Synthetic Media Detection
Junade Ali
Artificial Intelligence (AI) models, at their core, apply general learnings from broad datasets to individual circumstances using probabilistic behaviour. This inductive approach s…
"So Am I Dr. Frankenstein? Or Were You a Monster the Whole Time?": Mitigating Software Project Failure With Loss-Aversion-Aware Development Methodologies
Junade Ali
Case studies have shown that software disasters snowball from technical issues to catastrophes through humans covering up problems rather than addressing them and empirical researc…
On The Effectiveness of the UK NIS Regulations as a Mandatory Cybersecurity Reporting Regime
Junade Ali, Chris Hicks
Existing cybersecurity literature lacks a source of empirical, representative data as to the true nature of cyberattacks on Critical National Infrastructure. We have obtained UK-wi…
R v F (2025): Addressing the Defence of Hacking
Junade Ali
The defence of hacking (sometimes referred to as the "Trojan Horse Defence" or the "SODDI Defence", Some Other Dude Did It Defence) is prevalent in computer cases and a challenge f…