Tag: #fairness
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
The Many Faces of Fairness — What Does It Mean to Be Fair
Is it fairer to split a cake into equal pieces, or to give more to the hungrier person? This essay follows the five faces of fairness — equality, equity, need, procedure, and opportunity — through thought experiments and
2026-06-21 · 33 min read #fairness#justice#ethics#philosophy#meritocracyAI Safety & Alignment Complete Guide 2025: Responsible AI, RLHF, Constitutional AI, Red Teaming
Everything about AI Safety! Alignment problem (goal alignment), RLHF/DPO/Constitutional AI, Bias detection/mitigation, Hallucination prevention, Red team testing, AI Guardrails, Interpretability (SHAP/LIME), EU AI Act, E
2026-04-14 · 25 min read #ai-safety#alignment#responsible-ai#rlhf#constitutional-aiAI Ethics & Responsible AI Developer Guide 2025: Everything About Bias, Fairness, Transparency & Regulation
Complete AI Ethics Guide! Algorithmic bias detection/mitigation, fairness metrics (Demographic Parity/Equal Opportunity), Explainable AI (SHAP/LIME), EU AI Act compliance, AI governance frameworks, and developer ethical
2026-03-23 · 29 min read #ai-ethics#responsible-ai#bias#fairness#transparency