Malka expects agents to support investment, commerce and payment decisions and recommendations, while declining to give a precise forecast horizon.The preceding uncertainty about timing belongs with the forecast. No named Ribbita/TIBBIR product launch or token economic arrangement is announced in this passage.TIBBIR UNIVERSE THIS IS TIBBIR How to get TIBBIR Ribbit in numbers Connected clues Account archive Bridge & contracts On-chain research Connections Community The story Reading room Network map Timeline Findings Source library Conversations People & companies Open questions Export & reuse