From APIs to Agents: The A2A Protocol for Sports Betting

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.

Not all de-vig methods are equal. We use Shin de-vig because it handles the favourite-longshot bias that simpler methods ignore — and every downstream calculation depends on getting this right.

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.