archive · today in ai · 2026-07-09

Liquid AI open-sources doom-loop fix

Archive item — written before sources were shown.

Liquid AI released Antidoom on July 7, an open-source FTPO training method that cut repetitive reasoning loops in LFM2.5-2.6B from 10.2% to 1.4% of completions.

By Rami Steitieh Thursday, 9 July · 18:30 UTC Read 1 min · 2 sources

sources

01Reducing Doom Loops with Final Token Preference Optimizationliquid.ai · primary
02Liquid AI Open-Sources Antidoom: FTPO Method that Reduces Doom Loopsmarktechpost.com · reporting

Rami Steitieh

Builder and operator. Runs 17 content sites and Trilot LLC on the tools reviewed here.

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