Shopping agents guess their way around web pages by clicking buttons, which is slow and breaks when a theme changes.

Cloudflare injects WebMCP tools such as search_products at the edge for Commerce.com stores, with a per-merchant opt-out rule that adds no latency.

Many requests to large AI models just ask for the same kinds of values, like an invoice total or a delivery date, and cost slow, expensive generation.

An extraction model that reads input once and returns typed numbers, dates and text spans with confidence scores, charging only for input.

Large planning problems like delivery routing or power dispatch have millions of variables, and CPU solvers struggle to finish in time.

An open-source GPU engine for linear, mixed-integer and quadratic programming plus vehicle routing, running on MI300X and MI355X.

Teaching a robot to walk an obstacle course needs assets, physics simulation and training, all joined together.

A workflow where AI agents plan the course and create 3D assets, then Isaac Lab trains a walking and seeing policy in simulation.

Researchers find it hard to develop an idea while checking it against existing work.

An editor that splits a proposal into problem, contribution and evaluation, groups related papers for each, and suggests revisions with quotes.