Strictly speaking, there is nothing actually wrong in James Fallows’ 4,000-word takedown of the political press, which has been the talk of liberal Twitter since it was published by The Atlantic earlier this month.

The sins he documents are real: reflexively balancing coverage between “both sides,” even when one side lies repeatedly; dwelling on the horse-race aspects of the contest; and wallowing in the spectacle, as we did in 2016, when then-candidate Donald Trump’s unhinged rallies proved to be far more entertaining than anything Hillary Clinton could offer.

But to argue, as Fallows does, that we’re doing it all over again, and that Joe Biden is falling victim to the same irresponsible coverage that befell Clinton four years ago, is to misunderstand the moment. To put a new twist on an old phrase, Fallows is missing the trees for the forest. His grasp of the big picture is solid. What he doesn’t see is that the 2020 campaign is being covered very differently compared to 2016.

“Many of our most influential editors and reporters are acting as if the rules that prevailed under previous American presidents are still in effect,” Fallows writes. “But this president is different; the rules are different; and if it doesn’t adapt, fast, the press will stand as yet another institution that failed in a moment of crucial pressure.”

So far, so good. But his contention that we’re dealing with a “Groundhog Day” universe, in which the campaign is playing out just like it did in 2016, doesn’t hold up to scrutiny. It’s no exaggeration to say that, four years ago, large segments of the political press had hated the Clintons for the previous quarter century. Hillary Clinton had to deal with her husband’s legacy, sexism, the bogus email story and the exaggerated Benghazi aftermath.

Biden surely has enemies, but they are fewer in number and softer of voice. Of course, he’s also campaigning in the midst of the worst pandemic since 1918-’19, so he hasn’t been scrutinized in quite as up-close-and-personal a manner as he otherwise would have been. Still, there is every reason to think that the vitriol directed toward Hillary Clinton was unique — that is, uniquely intense, uniquely awful and uniquely unfair.

Rather than deal with Fallows’ critique point by point, I want to bring up three stories that he doesn’t mention — the dogs that didn’t bark. They’re important because they demonstrate that it’s really not Groundhog Day. Any one of these stories would have been covered relentlessly four years ago regardless of their merits, and could have done great damage to the Biden campaign if given that kind of oxygen. Instead, all three have been relegated to the background. Yes, they could re-emerge, possibly at the debates. But the campaign will be over in a few weeks, and early voting has already begun.

• The Tara Reade story. Remember her? She was the former Senate staff member who stepped forward last spring and claimed that, years ago, Biden had pinned her to a wall and sexually assaulted her in the corridor of a Capitol Hill office building. The claim was shocking and seemed contrary to what we knew about Biden. But, at least at first, the media did not dismiss her charges. How could they? She was there, we weren’t, and she deserved to have a chance to tell her story.

Soon, though, Reade’s narrative unraveled. The two big blows came when the “PBS NewsHour,” in an exhaustively detailed report, found no evidence that Biden had ever been accused of sexual assault by anyone other than Reade — and that the logistics of the assault as she described them were literally impossible. Simultaneously, Politico reported that Reade had spent much of her adult life lying and cheating people out of money, and had never been heard to say anything negative about Biden.

That should have been the end of it — and, against all odds, it was, though in earlier campaign cycles it might have kept right on spinning. I do think the media made a mistake in not continuing to pursue the story to find out who, if anyone, was paying Reade. Still, it was a rare instance of a scandal being debunked and staying debunked.

• The Hunter Biden story. Who would have imagined that a salacious Rudy Giuliani-fueled tale of corrupt intrigue in Ukraine would have faded away? But it did, and despite occasional squeaks from the Trumpist right, it has remained on the fringes.

In case you’ve forgotten, Joe Biden’s son Hunter was wildly overpaid to serve on the board of a Ukrainian energy company called Burisma. Joe Biden, as vice president, pressured the Ukrainian government to remove the prosecutor general who had been investigating Burisma. That sounds pretty bad. But it turned out the prosecutor general was himself a corrupt hack, and Joe Biden had merely been acting at the behest of the entire international community.

There was more to it than that, but the bottom line is that there was no scandal. The media got off to a bad start, but soon realized they were being led down a rat hole and backed off. The last time I heard it mentioned was at the Republican National Convention, when former Florida attorney general Pam Bondi brought it up rather ineffectually.

• The dementia story. Now here’s one that the more mindless elements of the media really could have sunk their teeth into. All you have to do is remember the endless speculation after Hillary Clinton stumbled out of a car and then was diagnosed with pneumonia to understand how hard it is for the press to resist a story about a supposed medical cover-up.

In Biden’s case, the accusation coming out of the fever swamps is that Biden is suffering from dementia and that he is the mere puppet of the Democratic left, personified by his running mate, Kamala Harris, notwithstanding the fact that she’s never been a favorite of the left. The Trumpist right has been touting a Zogby poll that found more than half of respondents supposedly believe Biden “is in the early stages of dementia.”

For the most part, though, the media have ignored this foolishness. They see what everyone sees — that, at 77, Biden comes across as less energetic than he used to, but with no loss of mental acuity. The gaffes roll right off him; after all, he has been putting his foot in his mouth for his entire career. Besides, his opponent is Trump, who’s only a few years younger and can’t put together a coherent sentence.

“It’s rarely the new issues that most bedevil us,” Fallows writes. “It’s the same old problems and failures and blind spots and biases, again and again and again.” He’s right. But Biden enjoys significant advantages in terms of media coverage compared to Clinton four years ago. Perhaps the biggest of those advantages is one I haven’t even mentioned: The press now understands that Trump can win, and he’s turned out to be an even scarier threat to democracy than he appeared to be in 2016.

The final few weeks of the campaign are going to be incredibly ugly, especially now that the legacy of Ruth Bader Ginsburg and the politics of a vacant Supreme Court seat have been added to the mix. But Biden, unlike Hillary Clinton, is well-liked and has benefited from the media’s refusal thus far to wallow in phony scandals.

Political coverage of presidential campaigns can be and often is a catastrophe. This time around, though, it really is better.

WGBH News contributor Dan Kennedy’s blog, Media Nation, is online at dankennedy.net.