Software as a service (SaaS) companies managing multiple tenants face a critical challenge: efficiently extracting meaningful insights from vast document…
Machine Learning
Today, we are excited to announce that Qwen3, the latest generation of large language models (LLMs) in the Qwen family,…
This post is co-written with Shashank Saraogi, Nat Gale, and Durran Kelly from INRIX. The complexity of modern traffic management…
We design new differentially private algorithms for the problems of adversarial bandits and bandits with expert advice. For adversarial bandits,…
Large-scale models are routinely trained on a mixture of different data sources. Different data mixtures yield very different downstream performances.…
Although rapid generative AI advancements are revolutionizing organizational natural language processing tasks, developers and data scientists face significant challenges customizing…
In the telecommunications industry, managing complex network infrastructures requires processing vast amounts of data from multiple sources. Network engineers often…
State-Space Models (SSMs), and particularly Mamba, have recently emerged as a promising alternative to Transformers. Mamba introduces input selectivity to…
The recent rapid adoption of large language models (LLMs) highlights the critical need for benchmarking their fairness. Conventional fairness metrics,…
People who are blind or have low vision (BLV) may hesitate to travel independently in unfamiliar environments due to uncertainty…
Recent works have shown a surprising result: a small fraction of Large Language Model (LLM) parameter outliers are disproportionately important…
Just as APIs became the standard for integration, AI agents are transforming workflow automation through intelligent task coordination. AI agents…
Generative AI has revolutionized customer interactions across industries by offering personalized, intuitive experiences powered by unprecedented access to information. This…
Imitation learning for manipulation has a well-known data scarcity problem. Unlike natural language and 2D computer vision, there is no…
In the pharmaceutical industry, biotechnology and healthcare companies face an unprecedented challenge for efficiently managing and analyzing vast amounts of…
Organizations want direct answers to their business questions without the complexity of writing SQL queries or navigating through business intelligence…
Generative AI has been moving at a rapid pace, with new tools, offerings, and models released frequently. According to Gartner,…
Organizations face the challenge to manage data, multiple artificial intelligence and machine learning (AI/ML) tools, and workflows across different environments,…
With the rapid scaling of large language models (LLMs), structured pruning has become a widely used technique to learn efficient,…
Creating professional AWS architecture diagrams is a fundamental task for solutions architects, developers, and technical teams. These diagrams serve as…