Reactive Machines

Customize Amazon Nova models with Amazon Bedrock fine-tuning

Customize Amazon Nova models with Amazon Bedrock fine-tuning

Today, we’re sharing how Amazon Bedrock makes it straightforward to customize Amazon Nova models for your specific business needs. As…
Governance-Aware Agent Telemetry for Closed-Loop Enforcement in Multi-Agent AI Systems

Governance-Aware Agent Telemetry for Closed-Loop Enforcement in Multi-Agent AI Systems

Enterprise AI systems with multiple agents generate thousands of interactions between agents per hour, yet existing visualization tools capture this…
Manage AI costs with Amazon Bedrock Projects

Manage AI costs with Amazon Bedrock Projects

As organizations scale their AI load on Amazon Bedrock, understanding what drives spending becomes critical. Teams may need to perform…
Building real-time conversational podcasts with Amazon Nova 2 Sonic

Building real-time conversational podcasts with Amazon Nova 2 Sonic

Content creators and organizations today face a persistent challenge: producing high-quality audio content at scale. Traditional podcast production requires significant…
Build AI-powered employee onboarding agents with Amazon Quick

Build AI-powered employee onboarding agents with Amazon Quick

Enterprises often struggle to onboard new team members at scale. Human resources (HR) teams spend time on manual tasks that…
Connecting MCP servers to Amazon Bedrock AgentCore Gateway using Authorization Code flow

Connecting MCP servers to Amazon Bedrock AgentCore Gateway using Authorization Code flow

Amazon Bedrock AgentCore Gateway provides a centralized layer for managing how AI agents connect to tools and MCP servers across…
SQUIRE: Interactive UI Authoring with Slot QUery Intermediate Representations

SQUIRE: Interactive UI Authoring with Slot QUery Intermediate Representations

Frontend developers build UI prototypes to test alternatives, which is a time-consuming process of iteration and refinement. Productive AI coding…
Architecture and Orchestration of Memory Systems in AI Agents

Architecture and Orchestration of Memory Systems in AI Agents

The evolution of artificial intelligence from stateless models to autonomous, goal-driven agents depends heavily on advanced memory architectures. While Large…
5 Types of Loss Functions in Machine Learning

5 Types of Loss Functions in Machine Learning

A loss function is what guides a model during training, translating predictions into a signal it can improve on. But…
Simulate realistic users to evaluate multi-turn AI agents in Strands Evals

Simulate realistic users to evaluate multi-turn AI agents in Strands Evals

Evaluating single-turn agent interactions follows a pattern that most teams understand well. You provide an input, collect the output, and…
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