Bias detection in generative AI: Practical ways to find and fix it
Protection: Adversarial testing surfaces unfair behavior Common bias patterns: Prompt-induced harms (e.g., stereotyping a profession by gender), jailbreaks that elicit unsafe content about protected classes, or unequal refusal behaviors by demographic term. How to combat it: Run red-teaming at scale with targeted attack sets: protected-class substitutions, counterfactual prompts (“they/them” → “he/him”), and policy stress tests […]
Sigma AI defines new standards for quality in generative AI
As enterprises face increased risk from hallucinations and misinformation, Sigma Truth evolves benchmarks beyond accuracy PRESS RELEASE: MIAMI – September 2, 2025 – Sigma AI, The Human Context Company and a global leader in human‑in‑the‑loop data annotation, today announced new standards for evaluating and improving the quality of generative AI outputs. As enterprises rapidly adopt […]