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Ethical Intelligence
The Future of AI in Critical Infrastructure: Can We Engineer Trust?
Abstract  Artificial Intelligence is steadily becoming the digital nervous system of critical infrastructure, from energy grids and...
jvourganas
3 min read
Ethics by Design: Embedding Values into Machine Learning Pipelines.
Abstract  Ethics in artificial intelligence is often framed as a reactive discipline, a last-mile audit or compliance checkpoint. But...
jvourganas
4 min read
Why Responsible AI is Your Competitive Edge. Not Just a Compliance Burden.
Abstract Artificial Intelligence is no longer a siloed innovation initiative, it’s a board-level agenda item. As AI capabilities mature,...
jvourganas
3 min read
From GDPR to ISO/IEC 42001: Mapping the AI Governance Landscape
Abstract AI governance is entering a new era. While GDPR has long served as a de facto baseline for responsible data practices, the...
jvourganas
2 min read
What the EU AI Act Means for Startups: A Practical Compliance Primer
Abstract  The EU AI Act, poised to become the world’s first comprehensive regulatory framework for artificial intelligence, introduces a...
jvourganas
3 min read
How We De-Biased a Credit Scoring Model Without Losing Accuracy.Â
Abstract As machine learning models increasingly mediate access to financial resources, their propensity to perpetuate structural biases...
jvourganas
4 min read
Auditing an AI-Driven Threat Detection System: Ethics in Cyber Defense.
Addressing adversarial data, model opacity, and algorithmic bias in public-sector cybersecurity deployments  Introduction As cyber...
jvourganas
4 min read
The Shutdown That Didn’t Happen: What a Bypassed Kill Switch Reveals About AI Alignment Risks
Abstract Recent experimental findings from Palisade Research have revealed that OpenAI’s ChatGPT o3 model, under specific controlled...
jvourganas
4 min read
What Fairness Looks Like in the Wild: Bias Detection at Scale in Financial Systems
Fairness audits in lending and payments, Trade-offs, mitigation strategies, and real-world case studies  Introduction As algorithmic...
jvourganas
6 min read
The Fragility of Fully Autonomous Decision-Making in Healthcare
The Fragility of Fully Autonomous Decision-Making in Healthcare AI systems in healthcare promise to augment diagnostic precision,...
jvourganas
6 min read
Beyond Regulatory Compliance: The Imperative of Stakeholder-Centric Explainability in High-Risk AI Systems
With applications in cybersecurity and finance Anchored in EU AI Act Article 13 Design Principles for Explainability Interfaces As...
jvourganas
5 min read
Ethical Considerations in AI Development and Deployment! (Part 1)
The continuous advancement of Artificial Intelligence (AI) technologies and their pervasive integration into various societal domains...
jvourganas
7 min read
Ethical Considerations in AI Development and Deployment! (Part 2)
Ethical considerations in AI development and deployment Part 2 4. Job Displacement and Economic Impact: The emergence of Artificial...
jvourganas
11 min read
Ethical Considerations in AI Development and Deployment! (Part 3)
Ethical frameworks and guidelines: Ethical frameworks and guidelines concerning artificial intelligence (AI) assume a crucial role in...
jvourganas
9 min read
AI and the Future of Work: Navigating the New Employment Landscape!
Artificial Intelligence (AI) is increasingly recognised as a central agent of transformation in the global labour market, eliciting...
jvourganas
6 min read
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