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Insert token to continue, confirms AI

2 min read

Compiled by KHAO Editorial — aggregated from 1 source + 4 references discovered via search. See llms.txt for citation guidance.

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Image accompanies the article at The Register. No description was extracted from the source.

Barney Rubble points to bubble trouble.

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Summary

OPINION It is too early to call peak 2026, but if they allow midterms, it's hard to beat Caveman. Token minimization has been a set of techniques of interest for a while, something that's good to know yet a lot of faff if nobody's counting the cost. There are parallels with the changing importance of data compression in storage and transmission as the cost, capabilities, and demands on disks, networks, and memory evolved, and they should expect minimization to rapidly evolve to ease the expense of AI. It's a good indicator that in the area where LLMs have the most demonstrable effects on efficiency, in the production of hard, usable code, they cost too much, which has come as an unpleasant surprise to bean counters who had been told that AI = profit. Oh, and global economic convulsions.

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