an AI answer can be useful at 9:59 and stale one minute later. scheduled events change the information environment that fast. ARC Terminals recent PPI walkthrough made me think about this differently. the interesting problem isn't only helping AI understand the market. it's helping it understand when its existing context needs to be reconsidered. an economic release can change which signals matter, which assumptions still hold, and how much confidence an earlier read deserves. thats an underrated challenge for @TheARCTERMINAL. good market intelligence needs a sense of time, not just more data. what happened? what is scheduled next? and does the old explanation still survive after new information arrives? intelligence isn't only knowing something. its knowing when you need to look again.