Author

Craig Kyrle Strachan Davidson

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#edge computing Open access Oct 2026

The Thermodynamic Data Paradigm: A Unified Architectural Framework for Closed-Loop Adaptive State Transitions Across Asynchronous Bottlenecks

Modern computing and human-machine systems are increasingly throttled by the "phase change bottleneck"—a systemic failure that occurs when high-density, high-velocity data streams encounter a localized, bandwidth-constrained processing boundary. Whether this boundary is biological (human cognitive workload), computatio...

Craig Kyrle Strachan Davidson · Zenodo (CERN European Organi... · 0 citations

#generative ai Open access Oct 2026

From Access to Validation: Generative AI and the Changing Role of Expertise in Knowledge Production

This paper examines how generative AI may alter the production and validation of knowledge. It argues that while AI substantially lowers the cost of drafting, translating and polishing intellectual work, it does not appear to reduce the cost of validating claims to the same degree. As a result, the primary bottleneck i...

Craig Kyrle Strachan Davidson · Zenodo (CERN European Organi... · 0 citations

#explainable ai Open access Oct 2026

From Deepfakes to Machine-Mediated Reality: Epistemic Decoupling and the Duty of Evidential Grounding in UK Public Law

. This paper argues that UK public law contains no sufficiently developed principle governing decisions based on machine‑mediated states of affairs: situations in which an automated system does not merely observe or classify the factual basis of a decision, but materially alters that factual basis before supplying the...

Craig Kyrle Strachan Davidson, Alfie Christian Strachan Davidson, Lucie Mary Elise Davidson et al. · HAL (Le Centre pour la Commu... · 0 citations