So basically they're hinting that the goalpost has shifted, and now China's behind again because stealth aircraft are already obsolete?
No, what they mean is that now China needs to develop a long range stealth detecting radar for the J-20.
Having stealth detecting radar doesn't make the J-20 or any other stealth aircraft obsolete, it merely counters the stealth aspect of the aircraft. The 5th generation fighters are only being produced (physically, in production or prototype) by 3 nations so far, so they are still great against all other nations that still use previous generations aircrafts. Ofcourse as time goes on - even 4th generation aircraft can be fitted with these anti-stealth radars, but since stealth is
NOT the only aspect of being 5th generation fighter, a true 5th generation fighter should still outclass/outgun a 4th generation fighter with super cruise, super maneuverability, extended air engagement, beyond visual range interdiction...etc etc.
From the US perspective, the most worrisome aspect from the J-20 development is for the USN fleet in the pacific, and I guess its natural for US to develop ship-borne counter stealth capabilities. But even with counter stealth radar, the future USN are only going to field the slow F-35s which could be no match for a true Air-to-air J-20 (judging from the canard - super maneuverability, long range and high speed engagement due to enlarged internal fueling and weapons).
I think the only possible conclusion from American military establishment is to abandon the F-35 all together, and develop a naval version of F-22. In my opinion, F-35 looks kinda out of place on the USN, ever since the retirement of F-14, and the navy retaining the F-18 as fleet defender. I think a stealthy "F-14" style revival with F-22 characteristics is in the card.
At the same time, the development of a stealthy "F-14"'s implication for China could only mean the development of larger, different class of aircraft similar to the long range striker F-111, where it can house a far larger radar, with more sophiscation and higher speed / payload to penetrate sophiscated IDS systems in sea. I am betting the next stage of development for China is to have something similar to F-111, with stealth, and hypersonic speed as requirement.