Falsifiable predictions grounded in TAO. If S = L/E works, it should predict where systems are heading — and when. This is where we put our framework on the line: specific, measurable, time-bound forecasts about AI, markets, geopolitics, and civilizational dynamics. Track our record. Hold us accountable. The math either works or it doesn't.