George Okello Ouma

Neuro-Symbolic AI for Fair and Verifiable Decision-Making in High-Stakes Domains: A Literature Review

2025 · Zenodo (CERN European Organization for Nuclear Research)

Artificial intelligence is now deployed across high-stakes domains such as healthcare diagnosis, criminal justice risk assessment, and financial credit scoring, where fairness, transparency, and accountability matter a great deal but are frequently compromised in practice. …