ai/ml

How AutoScout24 built a Bot Factory to standardize AI agent development with Amazon Bedrock

AutoScout24 is Europe’s leading automotive marketplace platform that connects buyers and sellers of new and used cars, motorcycles, and commercial…

1 month ago

Palo Alto Networks automates customer intelligence document creation with agentic design

For a global cybersecurity leader like Palo Alto Networks, a comprehensive understanding of each customer is critical for success. For…

1 month ago

Veo 3.1 Ingredients to Video: More consistency, creativity and control

Our latest Veo update generates lively, dynamic clips that feel natural and engaging — and supports vertical video generation.

1 month ago

Securing Amazon Bedrock cross-Region inference: Geographic and global

The adoption and implementation of generative AI inference has increased with organizations building more operational workloads that use AI capabilities…

1 month ago

A gRPC transport for the Model Context Protocol

AI agents are moving from test environments to the core of enterprise operations, where they must interact reliably with external…

1 month ago

Over-Searching in Search-Augmented Large Language Models

Search-augmented large language models (LLMs) excel at knowledge-intensive tasks by integrating external retrieval. However, they often over-search – unnecessarily invoking…

1 month ago

How Omada Health scaled patient care by fine-tuning Llama models on Amazon SageMaker AI

This post is co-written with Sunaina Kavi, AI/ML Product Manager at Omada Health. Omada Health, a longtime innovator in virtual…

1 month ago

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer

Unified multimodal Large Language Models (LLMs) that can both understand and generate visual content hold immense potential. However, existing open-source…

1 month ago

AdaBoN: Adaptive Best-of-N Alignment

Recent advances in test-time alignment methods, such as Best-of-N sampling, offer a simple and effective way to steer language models…

1 month ago

Crossmodal search with Amazon Nova Multimodal Embeddings

Amazon Nova Multimodal Embeddings processes text, documents, images, video, and audio through a single model architecture. Available through Amazon Bedrock,…

1 month ago