We Asked the Machine What Lanterns Is
Our recommendation engine cannot watch television. It has no idea what a Green Lantern is supposed to look like, no opinion about how much green belongs in a trailer, and no access to what anyone has actually streamed. It reads text and turns it into numbers. So we fed it Lanterns, which arrives this Sunday, August 16, on HBO and HBO Max, and asked one narrow question: out of 176,000 works, what is this closest to? It came back with a detective show. Then it came back with a book, and the book is the reason this article exists.
Here is the method, briefly. Every work in the catalog gets turned into a 1024-dimension vector by the same model, BAAI/bge-large-en-v1.5, built purely from its text. Then you can measure the cosine distance between any two of those vectors. Identical text scores 0. In our catalog, under about 0.30 is a tight match, 0.35 is a family resemblance you can feel, and anything up near 0.45 means the engine has found nothing and is guessing.
One caveat before the fun part, because it matters. This is text geometry, not audience behaviour. We are not telling you that people who watch one of these also watch the others. We do not have that data and we are not going to pretend we do. We are telling you what the machine concluded from the words.
The first answer was useless. Left alone, the three nearest works in the entire catalog were three animated Green Lantern features, sitting at 0.2027, 0.2853 and 0.2885. The engine filed the show as franchise furniture. Fair enough, and boring. So we excluded every Green Lantern, Justice League and DC-branded title in the catalog and ran it again.
The closest film in the catalog is Men in Black at 0.2994: a veteran and a rookie, badges, and an alien problem hidden inside ordinary America. Behind it, Constantine at 0.3489, which is supernatural noir with a trench coat. On television the nearest thing is Lethal Weapon at 0.3336, a buddy-cop partnership, then Under the Banner of Heaven at 0.3583, a murder investigated in a small religious town, then Sherlock at 0.3673, which is just a detective show.
Nothing in that list is a superhero cluster. It is a buddy-cop pairing, a rural faith-and-murder case, a procedural and a bit of occult dread. The people making the show have been saying something very close to this for a year. Showrunner Chris Mundy has talked about chasing the emotional mysteries of True Detective's first season, and James Hawes, who directed the opening two episodes, reached for the Coens' Fargo. The engine landed in the same neighbourhood having read none of those interviews, from the synopsis alone. That is the part worth pausing on: nobody told it to look for a detective story, and it found one anyway.
What the engine found nothing for
Two negatives, printed because they are results. Games returned nothing usable: the best non-DC match sat at 0.3927 and everything below it was noise. Music was worse, topping out at 0.4559, which on this scale means no opinion whatsoever. So there is no Lanterns game to point you at and no Lanterns album, and dressing up a 0.4559 as a recommendation would be a lie.
The best result is a comic
Far Sector came back at 0.3340, the closest book or comic in the catalog, and it is a Green Lantern story the exclusion filter never caught, because there is no DC branding anywhere in the title.
It is also the argument. N. K. Jemisin wrote it, Jamal Campbell drew and coloured it, and DC published it as a 12-issue series through the Young Animal imprint between 2019 and 2021. The lead is Sojourner Mullein, an ex-soldier and ex-cop handed a ring and posted to the far edge of Lantern jurisdiction, a Dyson swarm called the City Enduring, where she works the first murder the place has seen in 500 years. It won the 2022 Hugo Award for Best Graphic Story or Comic and picked up three Eisner nominations.
So the supposedly unprecedented pivot, the one a section of the fandom has spent months treating as a betrayal, already happened in the comics and won the field's biggest award for doing it. A Lantern working a homicide is not a television compromise. It is one of the best things anyone has done with the concept this decade, and the engine found the receipt without being told to look for one.
The list threw up one lovely oddity too. One Shot, Lee Child's Jack Reacher novel, landed at 0.3586. A superhero show drifting into a Reacher paperback is the entire reason this magazine exists.
The show has eight episodes and runs weekly to October 4, so there is plenty of time to be wrong about it. Aaron Pierre carries the newer half of the partnership, and the murder case in Rushville, Nebraska is the thing that actually has to work.
But if you are going in sceptical, do one piece of homework first. Read Far Sector this week. If a Lantern solving a murder still feels like the wrong story after that, then the complaint is about this show and worth making. If it does not, the complaint was never really about the green.
