Most AI systems today work like a locked kitchen.
People bring the ingredients.
Nobody sees the recipe.
Nobody knows who takes the biggest cut.
That’s why @OpenLedger caught my attention.
Not because it promises perfection, but because it’s trying to make AI coordination more visible without slowing real execution down.
The hard part starts later though.
Open systems sound fair until incentives, pressure, and money enter the room.
That’s when transparency stops being marketing and starts becoming the real test.