The Foundation of Digital Trust, Built on Clarity.

My mission: Forge a safer internet by raising awareness and building consensus on trust and safety in the AI age. I'll intertwine aligned, transparent AI principles with evolving practices—focusing on the triad of Data, Algorithm, and Compute—to crush risks like deepfakes and biases. No outdated traditions here; it's all about real, data-driven safety, ditching ideology for what actually works. AI's dual edge can supercharge protection or amplify harm—let's harness it for humanity's win through first-principles grit and optimism.

Let's Speak

Reflections on TrustCon 2025

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Reflections on TrustCon 2025 〰️

Essential New Skills For The AI Era

Navigating the complexities of human-AI collaboration requires an expanded toolkit of specialized skills.

Prioritizing Wellbeing: Building Resilience for Trust & Safety in the AI Era

Trust & Safety professionals, especially now with AI in the picture are exposed to new form of stressors. The biggest challenge by far is the "Increased Cognitive Load" experienced from AI-driven escalations. Then there's the, "New Forms of Traumatic Exposure," . And it's also clear that "Job Uncertainty due to automation" is still a very real concern. It truly highlights just how much AI is reshaping the mental and emotional landscape for these crucial roles.