/AI2h ago

Dean W. Ball is developing a multi-agent framework to scale his writing workflow to 20 million tokens

DeepMind's Haydn Belfield dubbed this high-compute trend tokenmaxxing.

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Haydn Belfield@HaydnBelfield#1468inAI

@deanwball @rustbeltjacobin Nowt wrong with tokenmaxxing

Dean W. Ball@deanwball

@HaydnBelfield @rustbeltjacobin I want to try this with the new approach I'm using which is maybe 50x more token intensive

12:48 AM · Jun 8, 2026 · 71 Views
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Dean W. Ball@deanwball

@HaydnBelfield @rustbeltjacobin yeah I just blasted 4m tokens on a book but I think there’s substantial room to run. trying a new iteration of the agent org structure that may well get me closer to 20m.

Haydn Belfield@HaydnBelfield

@deanwball @rustbeltjacobin Nowt wrong with tokenmaxxing

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Haydn Belfield@HaydnBelfield

@deanwball @rustbeltjacobin Interesting to think how in/efficient it is compared to eg interview transcripts, taking notes and writing drafts for a traditional book

Eg 4m-20m tokens for 10-100k words book

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