Shin De-Vig: How We Strip Bookmaker Margins to Find Fair Value

Most sportsbooks measure everything except the quality of their core product — odds. An AI quality layer changes that by providing continuous, automated quality measurement of every line.

APIs made data programmable. The Agent-to-Agent protocol makes decisions programmable. A2A enables autonomous agents to communicate, verify, and negotiate in the sports betting ecosystem.

In an AI agent ecosystem, trust cannot be declared — it must be computed from observed behavior. The Agent Reputation Network scores every agent across five dimensions.