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Companies shift from indiscriminate AI spending to cost-effective model routing strategies

By

Aditi Bharade, Henry Chandonnet

1h ago· 8 min readenNews

Summary

Companies are moving away from "tokenmaxxing" — the practice of indiscriminately using expensive AI models for every task — and adopting "modelmaxxing," a strategy of routing different prompts to the most cost-effective AI model for each specific job. Morgan Linton, a Lake Tahoe-based CTO, tells his 16 engineers which models to use and when, reflecting a broader industry shift as businesses face ballooning AI costs and seek better value-for-money approaches to AI deployment.

Source

bskyCompanies shift from indiscriminate AI spending to cost-effective model routing strategiesbusinessinsider.com

Key quotes

· 3 pulled
Twice a week, Morgan Linton tells his 16 engineers which AI models to use and when.
Tokenmaxxing is so over. It's all about modelmaxxing now.
Employees racked up AI bills, and companies are backpedaling on tokenmaxxing.
Snippet from the RSS feed
Employees racked up AI bills, and companies are backpedaling on tokenmaxxing. Now, it's all about routing prompts to the most value-for-money model.

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