Blogs
How AI Learns Stereotypes Without Being Explicitly Trained
Why bias emerges from data distributions, optimization objectives, and the quiet assumptions baked into modern ML pipelines.
Why Autonomous Systems Struggle With Informal Rules
From driving etiquette to social norms, autonomy breaks down where rules are unwritten and context matters most.
Why AI Systems Prefer Clean Lives and Linear Stories
What happens when systems built for structure encounter messy human realities.
What Leena Nair’s Leadership Made Me Rethink About Scale in Tech
Rethinking scale, empathy, and complexity through a human-centered approach to leadership.