@OpenLedger seems different from most crypto projects since it actually thinks about the kind of setup AI would need to stay fair and keep going long term. Rather than just sticking AI onto blockchain it looks at things like data that can be traced back and ways to hand out credit without extra steps. This base stuff might not grab attention right away but it could end up holding up bigger parts of how things run later on. Not totally sure if the plans will line up with what actually happens though. One thing that stands out is whether groups keep getting real data over time or if it turns into quick grabs and drops. Another part is if the apps built around agents get used more than once and stick around. When these agents start handling real value at bigger scales it feels like proper checks and payouts will have to be there or else it falls apart. Maybe the loops close with actual money moving or maybe they do not. The direction points that way even if the details stay kind of unclear right now. High quality data inflow ,honest labeling, long-term contributor incentives, resistance to spam or synthetic feedback loops, #OpenLedger On chain systems are expensive and slower than centralized alternatives. Attribution in AI is extremely messy technically. Data provenance can be spoofed unless verification layers are strong. Most users care about outcomes, not infrastructure philosophy. Network effects may favor centralized AI platforms anyway
