Flipkart

Defend choosing the fast model despite a 9 point GPQA gap

Scale invoice extraction to a million documents a month without burning the budget

Explain the compounding risk property of injection in a multi-agent topology

Name the two ends of the retrieve then rerank funnel

Contextual retrieval, in one move at ingestion time

What makes video understanding harder than single image understanding for a VLM?

Predict the total vision token count for a tiled high resolution image

What is CLIP, and what does contrastive image text pretraining produce?

Estimate the token bill for a 4 agent supervisor team over 6 hops

Why a kill switch and a warm single agent fallback are non-negotiable in multi-agent prod