Taking a responsible path to AGI

1 year ago

We’re exploring the frontiers of AGI, prioritizing technical safety, proactive risk assessment, and collaboration with the AI community.

Interpreting and Improving Optimal Control Problems With Directional Corrections

1 year ago

Many robotics tasks, such as path planning or trajectory optimization, are formulated as optimal control problems (OCPs). The key to…

Ray jobs on Amazon SageMaker HyperPod: scalable and resilient distributed AI

1 year ago

Foundation model (FM) training and inference has led to a significant increase in computational needs across the industry. These models…

Beyond generic benchmarks: How Yourbench lets enterprises evaluate AI models against actual data

1 year ago

Hugging Face warned that Yourbench is compute intensive but this might be a price enterprises are willing to pay to…

Trump and DOGE Defund Program That Boosted American Manufacturing for Decades

1 year ago

President Donald Trump says taxing imports will strengthen domestic manufacturing. Hours before announcing new tariffs, his administration cut support for…

Researchers teach LLMs to solve complex planning challenges

1 year ago

Imagine a coffee company trying to optimize its supply chain. The company sources beans from three suppliers, roasts them at…

Fine-Tuning DistilBERT for Question Answering

1 year ago

This post is divided into three parts; they are: • Fine-tuning DistilBERT for Custom Q&A • Dataset and Preprocessing •…

A Practical Guide to Building Local RAG Applications with LangChain

1 year ago

Retrieval augmented generation (RAG) encompasses a family of systems that extend conventional language models , large and otherwise (LLMs), to…

Universally Instance-Optimal Mechanisms for Private Statistical Estimation

1 year ago

We consider the problem of instance-optimal statistical estimation under the constraint of differential privacy where mechanisms must adapt to the…