Reactive Machines
Best practices for applying Amazon Bedrock Guardrails to code generation workflows
11 hours ago
Best practices for applying Amazon Bedrock Guardrails to code generation workflows
This post continues our series on best practices with Amazon Bedrock Guardrails. For the previous post, see Build safe generative…
Evaluating AI Agents: A production blueprint with Strands and AgentCore
17 hours ago
Evaluating AI Agents: A production blueprint with Strands and AgentCore
This post was co-written with Motorway and the AWS Prototyping and AI Customer Engineering (PACE) team. Motorway, a UK-based online…
AI Teammates: how monday.com runs production AI agents on Amazon Bedrock
2 days ago
AI Teammates: how monday.com runs production AI agents on Amazon Bedrock
AI Teammates are agentic AI on Amazon Bedrock, and few engineering organizations run them in production at the scale that…
Exploring self-distilled reasoning for supervised fine-tuning with Amazon Nova
3 days ago
Exploring self-distilled reasoning for supervised fine-tuning with Amazon Nova
When you fine-tune a model using Supervised Fine-Tuning (SFT), creating high-quality chain-of-thought (CoT) reasoning traces for your training data is…
Environment-free Synthetic Data Generation for API-Calling Agents
3 days ago
Environment-free Synthetic Data Generation for API-Calling Agents
API training called large language modeling (LLM) requires large amounts of high quality. However, collecting such data at scale often…
Accelerating Text-to-Video Production with Limited Attention
3 days ago
Accelerating Text-to-Video Production with Limited Attention
The latest distribution models enable high-quality video production, but suffer from slow runtimes. The large transformer-based backbones used in these…
Custom OS installations are now available for AWS DeepRacer devices
4 days ago
Custom OS installations are now available for AWS DeepRacer devices
With stock firmware and software, developers could not modify their AWS DeepRacer devices to run the latest operating systems. Now,…
RayRoPE: Projective Ray Positional Encoding for Multi-View Attention
4 days ago
RayRoPE: Projective Ray Positional Encoding for Multi-View Attention
We study the spatial encoding of multi-view converters that process tokens from a set of input images, and seek a…
LVSum: A Timestamp Benchmark for Long Video Summarization
4 days ago
LVSum: A Timestamp Benchmark for Long Video Summarization
Long video summarization presents significant challenges for large-scale linguistic models (MLLMs), especially in maintaining temporal fidelity over extended time periods…
Longitudinal Value Modeling: Training of Quantitative Value for Token Level Modeling
4 days ago
Longitudinal Value Modeling: Training of Quantitative Value for Token Level Modeling
A token serves as the basic unit of calculation in modern automation models, and the length of production directly influences…