Architecture patterns for fast session startup on Amazon Bedrock AgentCore runtime

Agents today review code, process claims, and run unattended for hours. Many also sit behind interactive experiences where a person waits for the first response. Amazon Bedrock AgentCore runtime gives these agents a fully managed, serverless environment: each session runs in its own isolated microVM, the platform scales to zero when there’s no work, and … Read more

OpenFold3 on Amazon SageMaker JumpStart: Predict biomolecular structures

You can deploy OpenFold3-preview from Amazon SageMaker JumpStart. The OpenFold Consortium and the AlQuraishi Lab at Columbia University developed OpenFold3 as an open source biomolecular structure prediction model. With a few lines of code, you can typically deploy OpenFold3 into your own AWS account. You can then predict the 3D structures of proteins, DNA, RNA, … Read more

FAA ground stop shuts down flights nationwide

Delta Air Lines planes at the gate at LaGuardia Airport on June 3, 2026. | Photo: Getty Images Takeoffs from airports throughout the US paused on Friday after the FAA issued a national ground stop “due to extraordinary circumstances and for reasons of safety,” while planes in the air will be allowed to land. US … Read more

Cost-optimizing AssemblyAI speech-to-text inference on AWS with Amazon EC2 Spot

Speech-to-text inference is computationally intensive. Each audio file triggers a pipeline of deep learning models (acoustic models, language models, and post-processing stages) running on NVIDIA GPUs to meet latency requirements. At scale, this means thousands of GPU instances running continuously. AssemblyAI needed a way to run GPU-intensive inference workloads cost-effectively at scale, without sacrificing the … Read more