Liquid AI Open-Sources FTPO to Fix Small Models' Doom Loops

Liquid AI open-sourced its Antidoom FTPO training method, cutting small reasoning models' doom-loop rate from 10.2% to 1.4% by preventing endless reconsideration until context exhaustion.

2026-09-15 ~ 2026-09-15 · 2 related posts

• Liquid AI's FTPO training cuts small-model "doom loops" from 10.2% to 1.4% — helloiamleonie · 2026-09-15
• Liquid AI open-sources 'antidoom' FTPO training to fix small-model doom loops — helloiamleonie · 2026-09-15