A Bovine Triumph and the State of Large Language Models (Seriously?) Right, let’s talk about a cow

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Published: 11/8/2025 11:23:44 PM

## A Bovine Triumph and the State of Large Language Models (Seriously?)

Right, let’s talk about a cow. Yes, you read that correctly. A *cow*. Apparently, this bovine escape artist – clearly possessing superior athletic ability to most humans I know – decided a measly five-foot fence was merely a suggestion. It vaulted it! Over it! Like some hairy, four-legged Olympian preparing for the dairy-farm decathlon. And then what? A multi-day odyssey involving river crossings and dodging human pursuit. This cow, frankly, has more ambition than I do on a Monday morning.

And why am I bringing this up? Because, naturally, it provides a perfect, ridiculous analogy for the current state of… well, let’s just call them “advanced text generators.” We’ve been assured these systems are revolutionary. They *generate*! They *create*! They’re going to solve all our problems and usher in an era of unprecedented understanding.

Except they’re not. They’re more like that cow: capable of impressive, unexpected leaps (generating a surprisingly coherent paragraph about the weather), but frequently ending up lost on railroad tracks near highways. A magnificent effort, perhaps, but ultimately leading to a less-than-ideal outcome. They require constant herding – careful prompting, intricate fine-tuning – just to keep them from wandering off into factual inaccuracies and bizarre non-sequiturs.

This cow’s adventure is heartwarming in its absurdity. The language models? They’re exhausting. We’ve built these digital behemoths expecting elegant solutions, only to find ourselves chasing after them as they blunder toward the metaphorical tracks. At least the cow got a good workout. I suspect we’ll be spending considerably more time – and resources – attempting to contain these textual wanderers before they lead us all astray.

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