What I'm up to right now.

Conversational discovery at Audible — making it possible to find your next listen. Rolling out an end-to-end eval framework for behavioral and adversarial testing along the way.

The Thinking Machine by Stephen Witt. Also rereading The Design of Everyday Things.

Lots of Audible (occupational hazard), plus No Priors, Training Data, and my own Ashish's AI News Briefings podcast — and a steady rotation of Indian classical for focus hours.

GAI World conference, September 2026. Email me if you'd like a speaker for your event.

Eval frameworks that actually catch things. Multi-turn conversational UX patterns. AI memory — how models remember, forget, and stay useful over time.