call up when metallic element lot names were good ? figure like RATT and Poison and Mötley Crüe arouse the perfect image : silklike , sweaty men lick their guitars while wearing loaded leather pants and acid washed jean , wag their fuzz - sprayed manes and rocking out hard than any of us so - holler millennials could even imagine .

Not anymore . Now we ’re stuck with lame public figure like Deafheaven and DragonForce and , like , sun atomic number 8 ) ) ) or whatever ( I know little to nothing about metal not from the ‘ 80s ) . The only guitar those band gens are lap up are made out of plastic and hooked up to televisions .

Fortunately , optics researcher Janelle Shane — who ’s previously created newpaint colour , recipes , and evenPokémonusing artificial intelligence information — has once again solved one of our biggest problem using neural web . HellBlazer fromMetal-Archives.comsupplied her with a leaning of 100,000 existing metal band names to train an contrived tidings meshwork with . And if there ’s anyone who knows metal , it ’s estimator .

Argentina’s President Javier Milei (left) and Robert F. Kennedy Jr., holding a chainsaw in a photo posted to Kennedy’s X account on May 27. 2025.

These names , they’remetal as all hell . Like Chaosrug . And “ Squeen . ”

This kind of artificial intelligence information lie of computer systems trained on big datasets to figure out problems traditional computing machine fight with , like shape acknowledgement . Shane train a web calledchar - rnnon the metallic element gens . When it ’s quick , it starts with a letter then picks the next logical letter based on what it knows about heavy metal band names . I ’ve used this analogybefore , but it ’s as if you only teach your kid with child metallic element band gens rather of English . And that ’s alloy as hell .

Shane ’s previously told us that she does this for fun — basically , she saw a list of neural internet recipes that ended before she wanted it to , so she made her own . “ This amuses me endlessly , that is why I do it , ” she told us . Shane runs the Postcards from the Frontiers of Scienceblogand is always looking for silly new datasets to play with . Last we spoke , she was thinking about groom the connection to come up with new names forcraft beer . Please get off methe beer name dataset if you have it .

William Duplessie

Anyway , rock on with your regretful ego . And if you need a new band name , just ask the robot master .

[ postal card from the Frontiers of Science ]

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