Reverse Teaching Flow

Conventional Teaching – Inside to Outside The conventional approach to remote teaching, especially after the Pandemic, is to teach students at home, or at least at a distance. The teacher gives a lesson and interacts with students over a shared…
Repetition, Lean Thinking, and Thicker Digital Markets

In manufacturing, repetition is the key to excellence. Systems like Lean Manufacturing, Kaizen, and Just-In-Time production rely on continuous, incremental improvement of processes that are performed over and over again. But what happens when markets are thin—when transactions are rare,…
Cosolvent as an Experiment: A Playground for Thin Market Innovation

Cosolvent is not a finished product. It’s an experiment—an open-source playground designed to test the possibilities and limits of AI-enhanced market matching. The Unknowns: These are open questions. Cosolvent is being released not as a polished solution, but as a…
Thick/Thin Structure of Grain Trade

World grain trade is dominated by large international grain trading companies who orchestrate massive shipments of bulk grains. To pay for that, grain companies typically buy the grain outright from the producers and sell it on to the eventual buyers.…
The Case for Cosolvent in Enterprise Hiring

Thin Market Characteristics Assessment Information Asymmetry: HIGH Complex Matching Criteria: VERY HIGH Scattered Participants: MODERATE Economic Viability Analysis Transaction Value vs. Platform Costs: STRONG Friction Cost Reduction: VERY HIGH Risk Mitigation Value: EXTREMELY HIGH Revenue Model Potential Pricing Power: STRONG…