New preprint dissects the weird "dialect" of frontier models; human-agent bandwidth as research problem

josh_wills · x · 2026-10-25

A new preprint uses psycholinguistics to investigate why frontier AI models' writing style reads so weird and how this "distinct dialect" emerged. Shreya Shankar adds a forward-looking take: we'll likely need different models and systems for agent-only/swarm work — which engineers will have to learn like a foreign language — versus human+agent collaboration, where building systems that increase effective communication bandwidth between people and AI is a great open research problem. Josh Wills retweeted it.

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