As AI adoption increases in digital infrastructure, enterprises and developers face mounting pressure to balance computational costs with performance, scalability,…
Machine Learning
Nearest neighbour search over dense vector collections has important applications in information retrieval, retrieval augmented generation (RAG), and content ranking.…
At the 2025 Google Cloud Next event, Google introduced Ironwood, its latest generation of Tensor Processing Units (TPUs), designed specifically…
Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for…
Despite advances in large language models (LLMs), AI agents still face notable limitations when navigating the open web to retrieve…
Bio: Hamza Tahir is a software developer turned ML engineer. An indie hacker by heart, he loves ideating, implementing, and…
In today’s enterprise landscape—especially in insurance and customer support —voice and audio data are more than just recordings; they’re valuable…
This research aims to comprehensively explore building a multimodal foundation model for egocentric video understanding. To achieve this goal, we…
We present RelCon, a novel self-supervised Relative Contrastive learning approach for training a motion foundation model from wearable accelerometry sensors.…
There is a gap between finding a first-order stationary point (FOSP) and a second-order stationary point (SOSP) under differential privacy…
Instruction-following is crucial for building AI agents with large language models (LLMs), as these models must adhere strictly to user-provided…
Large Language Models (LLMs) have demonstrated significant advancements in reasoning capabilities across diverse domains, including mathematics and science. However, improving…
Today, we are excited to announce that Mistral AI’s Pixtral Large foundation model (FM) is generally available in Amazon Bedrock.…
Understanding long-form videos—ranging from minutes to hours—presents a major challenge in computer vision, especially as video understanding tasks expand beyond…
In the Large Language Models (LLM) RL training, value-free methods like GRPO and DAPO have shown great effectiveness. The true…
Financial institutions today face an increasingly complex regulatory world that demands robust, efficient compliance mechanisms. Although organizations traditionally invest countless…
Today, businesses are using AI and generative models to improve productivity in their teams and provide better experiences to their…
As businesses and developers increasingly seek to optimize their language models for specific tasks, the decision between model customization and…
This paper was accepted at the Scalable Continual Learning for Lifelong Foundation Models (SCLLFM) Workshop at NeurIPS 2024. Large Language…
Agents are revolutionizing how businesses automate complex workflows and decision-making processes. Amazon Bedrock Agents helps you accelerate generative AI application…