That Is a Different Problem Than Static Data Attribution.
if i were building NPC behavior verification on $OPEN today the first thing id check is whether PoA was actually designed for the problem Netmarble needs solved
the Netmarble partnership is one of OpenLedgers most concrete use case validations. NPC behavior verification. dynamic content creation. gaming environments where AI driven characters make decisions that need to be verifiable attributed and auditable. real w0rld deployment of onchain AI attribution.
PoA for NPC behavior means every decision an NPC makes can be traced back to the model that drove it. and the model can be traced back to the training data. contributor gets credited. decisions are auditable. players can verify that games behavior follows the attributed model logic. thats the vision.
but PoA in the whitepaper is designed for a specific flow. dataset uploaded to Datanet. model trained. inference query submitted. output generated. attribution calculated against training corpus. payment distributed. this is a considered sequential flow designed for deliberate AI interactions.
NPC decisions dont work like that. an NPC in a live game makes dozens of micro decisions per second. movement dialogue selection combat behavior environmental response. each decision is an inference event. each inference event in OpenLedgers model should generate an attribution record.
the build risK
at 5 TPS current network capacity a single NPC in active gameplay could saturate the attribution layer in under a minute. multiply that by thousands of concurrent players and hundreds of NPCs per session. the attribution system as described in the whitepaper is not architected for this transaction volume.
theres also a latency problem. PoA calculates attribution after inference. for a game that attribution calculation needs to happen fast enough that it doesnt create noticeable lag. the whitepaper doesnt publish latency requirements for attribution calculation or what happens to gameplay when attribution queue backs up.
ive been looking for the published technical specification for how PoA handles real time high frequency NPC decisions specifically. cant find it. the partnership announcement exists. the implementation architecture for gaming specific attribution doesnt.
still deciding if id build on this for a gaming deployment before the high frequency attribution architecture is published and validated
watching: published PoA specification for real time decision attribution TPS scaling roadmap with gaming specific benchmarks latency requirements for attribution calculation in live gameplay.
