Today, we're launching Polly: an AI-powered assistant built directly into LangSmith that helps you debug, analyze, and improve your agents.And yes, we see the irony: we're adding an agent to a product for building agents.We've spent a lot of time working with
If you’ve built an agent, you know that the delta between “it works on my machine” and “it works in production” can be huge. Traditional software assumes you mostly know the inputs and can define the outputs. Agents give you neither: users can say
Context engineering is the act of selecting, organizing, and managing the information fed into a large language model during inference to optimize its performance and behavior.
Fei-Fei Li Wins Queen Elizabeth Prize for Engineering
The Stanford HAI co-founder is recognized for breakthroughs that propelled computer vision and deep learning, and for championing human-centered AI and industry innovation.
Shape, Symmetries, and Structure: The Changing Role of Mathematics in Machine Learning Research
What is the Role of Mathematics in Modern Machine Learning?The past decade has witnessed a shift in how progress is made in machine learning. Research involving carefully designed and mathematically principled architectures result in only marginal improvements while compute-intensive and engineering...
In today’s fast-paced development landscape, staying ahead of the curve is crucial. Generative AI programming tools offer developers a powerful way to enhance productivity, streamline workflows, and explore new possibilities. These tools leverage machine learning to automate tasks, suggest code snip...
Promise and Perils of Using AI for Hiring: Guard Against Data Bias
By AI Trends Staff While AI in hiring is now widely used for writing job descriptions, screening candidates, and automating interviews, it poses a risk of wide discrimination if not implemented carefully. That was the message from Keith Sonderling, Commissioner with the US Equal Opportunity Commi...