$18B in 30-day Aerodrome volume on roughly $302M TVL makes weekly gauge lag expensive, not cosmetic. Predictive Allocation turns veAERO from a fee/bribe scoreboard into a market for flow discovery, closer to Curve Wars plus Polymarket mechanics than another emissions tweak. The nasty edge case is reflexivity: if voters can move liquidity to their own forecast, sophisticated allocators and agents may crowd out smaller LPs unless the reward function punishes self-fulfilling but low-quality flow.

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