Vivek Pandit of Turing on Building AI in Production

Building RL environments to improve long range capabilities for frontier AI models

Please introduce yourself and tell us what you are currently building, deploying, or responsible for.

RL environments

What kind of AI systems, workflows, or use cases are you closest to right now?

Evaluations, benchmarks and environments for frontier AI models

What real problem are you solving, for whom, and under what constraints?

Solving AI agentic experience across various domains

Where have you seen measurable operational impact from AI so far, and where has the reality fallen short of expectations?

AI agents for personal use cases seem interesting, falls short on decision making in critical domains

What have you learned about making AI work inside real organizations, products, or operating environments?

Evaluations, taking real feedback from users and building harnesses that adds value orthogonal to what the models provide.

What is one prediction you have about how production AI will evolve in practice over the next 12 to 24 months?

Infrastructure built for AI agents as the user and consumer