Tag: governance
5 entries with this tag.
Practices7 min read
AI Governance & Ethics
The frameworks, policies, and practices organizations use to manage the risks and ethical implications of developing and deploying AI systems.
governanceriskcompliance
Practices5 min read
Model Evaluation
The process of measuring model performance, quality, and safety using defined metrics and test sets.
qualitymetricsgovernance
Practices2 min read
Red Teaming
The practice of aggressively testing AI systems by simulating adversarial attacks to identify flaws, biases, or vulnerabilities.
securitygovernance
Foundations3 min read
Data Bias / Drift
Systematic errors in an AI model output stemming from disproportionate, skewed, or outdated training data.
ethicsgovernancedata
Practices6 min read
Reinforcement Learning from Human Feedback (RLHF)
A training technique that uses human preference ratings to fine-tune AI models to produce more helpful, accurate, and safe responses.
trainingalignmentgovernance