Prime Intellect publishes essay arguing context limits lead agents toward swarms

Prime Intellect published an essay titled "On the Nature of the Swarm" on its blog, according to its X account.

In a post summarizing the essay, the company says inference scaling works, but agents eventually hit the same limit: their context windows fill up. It argues that the only scalable fix leads to swarms of agents.

A later X post from Prime Intellect credits the essay to @hallerite, but gives no details of its content. The linking posts contain only the link and a title, so the full argument is not described in these reports.