ENTITY partnerships should exercise the platform where its complete architecture matters: identity, delegated authority, rights, market execution, economic participation, evidence, settlement and recovery. The goal is a bounded external result, not a vague platform endorsement.
Take a real governed dataset, software contribution, model output or digital asset; define explicit rights; issue an instrument; list it; execute through order-book, auction or RFQ; clear it; create entitlements; record usage; and verify settlement evidence separately.
Use a real external engineering task to test contribution identity, exact change-set lineage, review/acceptance evidence, contribution instruments, service economics and settlement without rewriting upstream licence rights.
AI agent → persistent identity → delegated authority → permitted purchase/license/execute action → evidence → revocation/recovery. Test whether a model can participate economically without becoming the authority root.
Export and restore venues, instruments, balances, orders, trades, entitlements, usage, revenue rules and settlement evidence across infrastructure boundaries while preserving semantic hashes and controller attestations.
Apply inspect/query/train/derive/redistribute/commercialize rights to real data and observe provenance, usage, derivation and downstream economic consequence.
Researchers control workload, comparison systems, methodology and conclusions for information representation, causal/economic lineage and scaling tests.
Layer persistent authority, rights, economic participation, settlement evidence and recovery around existing exchanges or data spaces.
Keep payment rails external while ENTITY records obligations, authorized verifier evidence and entitlement consequences.
Bound purchase, licence, access, execution and publication actions to delegated authority rather than model intent alone.
Use established credentials, identifiers and policy languages as inputs without claiming ENTITY replaces their issuers or standards bodies.
Test whether governed identity, rights and economic state survive provider/infrastructure loss without creating new privilege.
Security review, formal methods, market-state recovery, interoperability, reproducibility and BTDU performance qualification.
Both contributions were merged upstream and recorded by ENTITY as UPSTREAM_ACCEPTED_RECORDED. Both remain pro bono with USD 0 realized cash. A partner can therefore start from an existing real-world evidence chain rather than a synthetic example.