Author
Sarah Welsh
Recent posts
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AI EvaluationArize Release Notes: Test Tasks, Filter Experiments, and More
Welcome to our regular update on new releases, enhancements, and changes. What’s New Run Task Once Users now have the option to to test a task, such as… Sarah Welsh October 24, 2024 1 min read -
AI EngineeringGoogle’s NotebookLM and the Future of AI-Generated Audio
In this paper read, Aman Khan and Harrison Chu explore NotebookLM’s unique features, including its ability to generate realistic-sounding podcast episodes from text. Khan reviews NotebookLM from the… Sarah Welsh October 14, 2024 4 min read -
AI ObservabilityArize Release Notes: Embeddings Tracing, Experiments Details, and More.
Welcome to our regular update on new releases, enhancements, and changes. What’s New Embeddings Tracing With Embeddings Tracing, you can effortlessly select embedding spans and dive straight into… Sarah Welsh October 3, 2024 3 min read -
AI EvaluationExploring OpenAI’s o1-preview and o1-mini
OpenAI recently released its o1-preview, which they claim outperforms GPT-4o on a number of benchmarks. These models are designed to think more before answering and handle complex tasks… Sarah Welsh September 26, 2024 45 min read -
AI EngineeringBreaking Down Reflection Tuning: Enhancing LLM Performance with Self-Learning
A recent announcement on X boasted a tuned model with pretty outstanding performance, and claimed these results were achieved through reflection tuning. However, people were unable to reproduce… Sarah Welsh September 19, 2024 24 min read -
AI EngineeringArize Release Notes: AI Search V2, Copilot Updates, and More
Welcome to our regular update on new releases, enhancements, and changes. What’s New AI Search V2 We’re excited to announce the release of AI Search V2, packed with… Sarah Welsh September 19, 2024 2 min read -
AI EngineeringComposable Interventions for Language Models
Introduction We’re excited to be joined by Kyle O’Brien, Applied Scientist at Microsoft, to discuss his most recent paper, Composable Interventions for Language Models. Kyle and his team… Sarah Welsh September 11, 2024 34 min read -
AI ObservabilityArize Release Notes: Sep 5, 2024
Welcome to our regular update on new releases, enhancements, and changes. What’s New Annotations (Beta) Annotations are custom labels that can be added to traces. Use annotations to:… Sarah Welsh September 5, 2024 1 min read -
LLM As A JudgeJudging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Introduction This week’s paper presents a comprehensive study of the performance of various LLMs acting as judges. The researchers leverage TriviaQA as a benchmark for assessing objective knowledge… Sarah Welsh August 16, 2024 40 min read -
AI EngineeringBreaking Down Meta’s Llama 3 Herd of Models
Introduction Meta just released Llama 3.1 405B–and according to them, it’s “the first openly available model that rivals the top AI models when it comes to state-of-the-art capabilities… Sarah Welsh August 6, 2024 38 min read
Don’t ship vibes.
Arize gives AI teams observability and evals to understand and improve agent performance.
