Sarah Welsh, Author at Arize AI

Quick Guide to the EU AI Act for AI Teams

Introduction & Overview The EU AI Act is the world’s first comprehensive AI regulation, meant to promote responsible AI development and deployment in the European Union. If you’re working with…

7 minutes read

AI In the Enterprise Generative AI Responsible AI

Graphic depicting the difference between chain of thought and chain of continuous thought

Training Large Language Models to Reason in Continuous Latent Space

LLMs have typically been restricted to reason in the “language space,” where chain-of-thought (CoT) is used to solve complex reasoning problems. But a new paper argues that language space may…

5 minutes read

Paper Readings

Graphic from paper LLMs as judges with the text: community paper reading on the left hand side.

LLMs as Judges: A Comprehensive Survey on LLM-Based Evaluation Methods

We discuss a major survey of the LLMs-as-Judges paradigm: “LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.” This paper systematically examines the LLMs-as-Judge framework across five dimensions: functionality, methodology, applications,…

2 minutes read

Paper Readings Podcasts

Sarah Welsh

Recent posts by Sarah Welsh

Quick Guide to the EU AI Act for AI Teams

Training Large Language Models to Reason in Continuous Latent Space

LLMs as Judges: A Comprehensive Survey on LLM-Based Evaluation Methods