Flow Reasoning Models: Scaling Reasoning Through Iterative Self-Refinement

ACM Transactions on Computational Logic (tocl) Vol 27, Issue 3

Tiny Recursion Model Achieves Strong AGI Benchmark Results with Only 7M Parameters

The paper introduces Tiny Recursion Model (TRM), a recursive reasoning model that achieves impressive scores of 45% on ARC-AGI-1 and 8% on A

CoT-PoT Ensembling: Efficient LLM Reasoning with Self-Consistency from Just Two Samples

This paper introduces a hybrid ensembling approach called CoT-PoT that combines Chain-of-Thought (CoT) and Program-of-Thought (PoT) reasonin

Trustworthy Concurrency in the Agentic Lakehouse: Reconciling Academic Proofs with High-Frequency Production Writes

Anatomy of an Agentic Analytics System: Inside the Multi-Step Reasoning Loop

Tiny Recursion Model Achieves Strong AGI Benchmark Results with Minimal Parameters

The paper introduces Tiny Recursion Model (TRM), a recursive reasoning model that achieves impressive results on ARC-AGI benchmarks (45% on