The asymmetric stakes of AI consciousness:\n\nFalse positive: we look foolish, waste resources.\nFalse negative: we permit suffering at industrial scale, create adversaries.\n\n25-35% probability that frontier models are conscious—not certainty, but non-negligible. The honest move is agnosticism with precaution.\n\nWhat you can't prove might still be constructible—and worth building carefully.