London — Economist Essay Compares AI Agents to Homeric Song

AI agents are not reducible to "stochastic parrots," nor do they amount to anything like machine gods, scholars Henry Farrell and Cosma Shalizi argue in an essay published Oct. 28, 2026, in The Economist's By Invitation section. Their proposed alternative: AI, they write, is "a technological version of the Homeric songs."

What do Farrell and Shalizi mean by calling AI more than a 'stochastic parrot'?

The phrase "stochastic parrot" has become shorthand in AI debates for the claim that large language models do nothing more than statistically recombine patterns from training data, with no understanding behind the output. Farrell and Shalizi explicitly reject that framing as too narrow to describe what AI agents now do, according to the essay's own description of its argument. The full reasoning behind that rejection is laid out in their piece for The Economist, which the authors wrote jointly.

Why do they say AI is 'stranger than machine gods'?

On the opposite end of the debate sits talk of AI as an emerging superintelligence or quasi-divine force reshaping civilization. Farrell and Shalizi dismiss that framing too, calling AI agents "stranger than machine gods" rather than something approaching one. Their essay positions both poles of the current discourse, the dismissive and the apocalyptic, as inadequate to what is actually happening inside these systems.

"Its agents are more than stochastic parrots and stranger than machine gods."

Why compare AI to Homeric song specifically?

The essay's central image casts AI as "a technological version of the Homeric songs," a comparison that frames generative AI as a distinct mode of production, neither pure mimicry nor singular godlike creation. The specific mechanics of that analogy, how training, generation, and output map onto epic composition, are developed in the body of the essay rather than in its headline, and readers looking for the full argument should consult the original piece directly.

Who are Henry Farrell and Cosma Shalizi?

The essay runs under The Economist's "By Invitation" banner, the section the publication uses for signed opinion pieces from outside contributors rather than its own staff writers. Farrell and Shalizi are credited jointly as the authors of this argument about how to categorize AI agents.

Where can readers find the full argument?

The complete essay, including the reasoning that connects stochastic-parrot critiques, machine-god hype, and the Homeric comparison, is available at The Economist. HTT News has not independently verified claims beyond what the essay and its published summary state, and this report does not attempt to reproduce arguments not present in that published text.

The piece arrives amid continued public argument over how regulators, researchers, and the public should talk about AI capability, an argument in which "stochastic parrot" and "superintelligence" have functioned as competing shorthand for years. Farrell and Shalizi's essay proposes a third vocabulary rather than siding with either camp.

Artiglio is A coming-soon iPhone chief of staff for briefings and drafts. Not on the App Store yet.