Compute

Perceptron Mk1, a highly performant video analysis AI model, achieves 80-90% cost savings compared to Anthropic, OpenAI, and Google's offerings, while delivering robust video understanding capabilities. This model can process live feeds with high accuracy, making it suitable for security, surveillance, and content moderation applications. The practical implication for engineers building AI systems is the potential to deploy high-quality video analysis capabilities at a significantly lower cost. Perceptron Mk1's efficiency and cost-effectiveness make it an attractive solution for enterprises and organizations seeking to leverage AI-driven video analysis.

Is AI leaving the era of "turn-based" chat? Right now, all of us who use AI models regularly for work or in our personal lives know that the basic interaction mode across text, imagery, audio, and video remains the same: the human user provides an input, waits anywhere between milliseconds...

A doctor in a hospital exam room watches as a medical transcription agent updates electronic health records, prompts prescription options, and surfaces patient history in real time. A computer vision agent on a manufacturing line is running quality control at speeds no human inspector can match. Bot...

In this post, you will learn how to secure reserved GPU capacity for short-term workloads using Amazon Elastic Compute Cloud (Amazon EC2) Capacity Blocks for ML and Amazon SageMaker training plans. These solutions can address GPU availability challenges when you need short-term capacity for load tes...

AI agents in production require secure access to external services. Amazon Bedrock AgentCore Identity, available as a standalone service, secures how your AI agents access external services whether they run on compute platforms like Amazon ECS, Amazon EKS, AWS Lambda, or on-premises. This post imple...

Companies are rethinking their technology foundations as AI infrastructure modernization and security demands grow. The result is surging demand for flexible platforms that can run legacy and modern applications simultaneously while keeping data secure and AI-ready. NetApp Inc. and Nutanix Inc. are ...

Artificial intelligence computing company Blaize Holdings Inc. today announced the launch of Blaize AI Services, a new platform designed to help AI infrastructure providers and enterprises deploy production-ready, application-level AI services without building the underlying AI stack from scratch. M...

Researchers use control theory to shed unnecessary complexity from AI models during training, cutting compute costs without sacrificing performance....