APIUp to 25% cheaper than official pricesTry the API →
Hermes
APIModelsCases
Back to News
paperReasoningPost Training

LoopRPT Teaches AI to Think Smarter With Every Recurrent Pass

A new reinforcement pre-training recipe pushes rewards into the hidden iterations of looped transformers, improving accuracy and cutting compute per token.

LoopRPT Teaches AI to Think Smarter With Every Recurrent Pass
Source
AlphaSignal
Published
Author
AlphaSignal Newsroom
Read
1 min read

A new reinforcement pre-training recipe pushes rewards into the hidden iterations of looped transformers, improving accuracy and cutting compute per token.

Reporting is indexed from AlphaSignal. Rights remain with the original publisher and cited sources.

Read original report

Next reads

Shanghai AI Lab's RePro Cuts Reasoning Tokens 47% While Boosting Math Scores
AlphaSignal · paper

Shanghai AI Lab's RePro Cuts Reasoning Tokens 47% While Boosting Math Scores

Proximal KL Beats GRPO by 2.58% When AI Training Data Goes Stale
AlphaSignal · paper

Proximal KL Beats GRPO by 2.58% When AI Training Data Goes Stale

MIT Finds a Simple Word Prefix Boosts AI Math Scores by 36 Points
AlphaSignal · paper

MIT Finds a Simple Word Prefix Boosts AI Math Scores by 36 Points