New paper from Microsoft and colleagues on generating enterprise data for agents. If you train or evaluate agents on long-running business w…

New paper from Microsoft and colleagues on generating enterprise data for agents. If you train or evaluate agents on long-running business work, it's worth your time. (bookmark it) MiniCorp is an office simulator. A firm of agents runs an e-commerce company, discusses decisions in messages and meetings, and sets prices, inventory, and ad spend. A simulated market with customers and adaptive competitors responds, and the firm reacts to the results. The market is checked against published studies of real ones. A four-week 20% discount lifts units by 71%, and sales stay 31% above control after prices return to normal. Checkpoints let the same market state replay with a different decision, giving paired outcomes that real company records cannot provide. Paper: https://arxiv.org/abs/2610.05912 Chat with Paper: https://academy.dair.ai/papers/minicorp-the-last-mile-of-the-ai-agent-firm-2610.05912

Source: DAIR.AI (X) | 2026-10-12