A benefit program needs to check its rules. Recipients need access to support without unnecessary exposure of their lives. A proposed 8DB application starts by deciding what each participant actually needs to know.
5 min readApplication proposal · Primary humanitarian context · No benefits pilotRead article ↗
A reviewer needs the evidence behind yesterday's assessment and a clear account of what changed today. Connected sources, versions and conclusions can make that investigation easier to repeat.
5 min readDesign guide · Bounded evidence-update research · Analyst-review pilotRead article ↗
A source note can disappear while a decision built on it remains. 8DB's braid primitives offer a way to examine represented dependencies, remove an eligible contribution and retain evidence of the change.
When an AI buys a machine, payment is only part of the decision. The next opportunity is to connect the transaction to its authority, evidence and disclosure rules, so every participant can check the part that matters to them.