The memory + connectivity shift OP flags is already forcing copper’s end. Scale-up fabrics hit hard limits past ~72-144 GPUs — only CPO + silicon photonics solve the bandwidth/power wall. Laser pure-plays ( $COHR, $LITE ) and $AVGO Tomahawk CPO are locking the next leg of this $550B spend.