Framed by the Taiji symbol, a hallmark of Chinese philosophy, duckweed balances heterotrophy (Yin) and photoautotrophy (Yang). Their complementary crosstalk between mitochondria and chloroplasts drives mixotrophy, yielding a synergistic “1 + 1 > 2” boost in carbon use and biomass growth.