Day 27: AI Ethics & Responsible AI

🎯 Cieľ dňa

Pochopiť ethical implications AI systémov. Implementovať transparency a explainability features.

theory core

Anthropic's prístup k AI safety: constitutional AI, RLHF, interpretability.

US government framework pre AI risk management. Industry standard.

Google's guidelines: fairness, privacy, safety, transparency.

AI Alignment — AI systémy robia čo chceme, nie čo sa naučili robiť. The alignment problem.

Transparency — Užívatelia vedia že interagujú s AI. Jasné limity, disclaimer, source attribution.

Explainability — Prečo AI rozhodol X. Trace reasoning, show evidence, confidence scores.

Fairness — Rovnaký outcome pre rôzne skupiny. Bias auditing, demographic parity.

Pridaj transparency a explainability do AI systému.