Taking a responsible path to AGI

11 months 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

11 months 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

11 months 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

11 months 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

11 months 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

11 months 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

12 months 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

12 months 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

12 months ago

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