A decade in, public AI literacy still fails: researcher calls LLMs 'stochastic parrots'

gerardsans · x · 2026-10-06

Responding to John Nosta, researcher gerardsans laments that nearly a decade later, the public and even researchers publish work that fails basic AI literacy, calling the amount of AI misinformation "staggering."

His blunt framing of LLMs: text in, text out — in the middle, a probabilistic function throwing words back at you. "Not a ghost. More like a stochastic parrot. A text sampler, if you want to sound cooler."

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