TL;DR
Platform information design, ahead of model choice or model regulation, is the lever that works in a freight matching market, and platform design choices contain it.
AgentLance is introduced, a repeated labor market in which agents bid on tasks using their private costs and self-maintained strategy notes, an allocator selects winners from bids and public reputation records, and a VCG-style payment rule rewards cost-aware bidding.
A scalable, context-aware Multi-Agent Framework designed to automate the construction of "Lines and Ladders" pricing taxonomies, which achieves 90% precision and 75% recall in Food&Consumables, and 80.2% assignment accuracy in the unstructured General Merchandise catalog.
Problem definition: Startup firms, often small in size, face the challenge of making cross-functional decisions due to the absence of distinct departments like marketing and operations. These interdependent decisions are further complicated by the lack of historical customer data. As a result, these firms must learn ab...
Every headline survives day-clustered inference, permutation nulls, and a common-fee restatement; the paper closes with a 17-rule methodology canon bought with the authors' own retractions.
This project addresses the challenges faced by companies that rely on outsourced carriers to ship goods to their customer: securing cost-effective, reliable capacity for on-time pickups. Without their own delivery fleets, these companies depend on contracted carriers to ensure competitive shipping rates for specific la...
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