verifiable AI

2 items

RESEARCHarXiv CS.CL·26d ago

Correct Answers from Sound Reasoning: Verifiable Process Supervision for Language Models

This paper proposes Verifiable Process Supervision (VPS), a post-training framework to jointly optimize language model prediction accuracy and reasoning quality. VPS uses supervised fine-tuning to induce a structured reasoning format, evaluating intermediate claims against ground-truth signals with adaptive reward weighting.

language models reinforcement learning AI training verifiable AI

RESEARCHHugging Face Blog·4/16/2026

Ecom-RLVE: Adaptive Verifiable Environments for E-Commerce Conversational Agents

This research introduces Ecom-RLVE, a framework designed to create adaptive and verifiable environments for conversational agents operating in e-commerce. It focuses on developing robust and reliable AI systems for online shopping interactions.

reinforcement learning adaptive systems verifiable AI e-commerce