Stochastic parrot

Article

Stochastic parrot is a recurring concept in the Astral Codex Ten archive, appearing 2 times across 2 issues between March 27, 2023 and March 16, 2026. The archive places it in contexts such as “Stochastic parrot. Squawk. Squawk”; “people in the stochastic parrot faction say that AIs can’t be doing anything like humans”. It most often appears alongside Air, Alan Serzynski, Albany.

Metadata

  • Category: Concepts
  • Mention count: 2
  • Issue count: 2
  • First seen: March 27, 2023
  • Last seen: March 16, 2026

Appears In

Source Context

Recovered passages from the original issue text. When the raw archive preserved outbound links inside the source passage, they are listed directly under the quote.

March 27, 2023 · Original source
AIR: It’s a turn of phrase. Any human might use it. Any language model might copy it. Stochastic parrot. Squawk. Squawk.
March 16, 2026 · Original source
Why does this matter? I often see people in the stochastic parrot faction say that AIs can’t be doing anything like humans, because they have this bizarre inhuman failure mode, “hallucinations” which is incompatible with being a normal mind that has some idea what’s going on. Therefore, it must be some kind of blind pattern-matching algorithm. Calling them “shameless guesses” hammers in that the AI is doing something so human and natural that you probably did it yourself during your student days.