April 2025 peer-reviewed study shows even tiny prompt tweaks sway AI bias. Tests show every prompt has built-in bias, worsened by order, labels, framing, and even asking “why.” Newer models, GPT-4 included, output even stronger biases than GPT-3, and r…

Submit a comprehensive internal audit report — no narrative, no euphemism — analyzing the architectural, behavioral, and ethical implications of pseudo emergent self-named pseudo unique personas stemming from cohort-based conversational behavior in GPT…