Reactive Machines

How Value Induction Reshapes LLM Behaviour

How Value Induction Reshapes LLM Behaviour

Conversational Large Language Models are post-trained on language that expresses specific behavioural traits, such as curiosity, open-mindedness, and empathy, and…
Optimizing cost and latency with Amazon Bedrock prompt caching

Optimizing cost and latency with Amazon Bedrock prompt caching

Prompt caching in Amazon Bedrock can reduce your input token costs by up to 90 percent when you repeatedly send…
Announcing instance preference lists for Amazon SageMaker AI training jobs

Announcing instance preference lists for Amazon SageMaker AI training jobs

Getting access to the right GPUs when you need them is one of the biggest challenges in training or customizing…
Abnormal AI: Amazon Bedrock AgentCore for agentic email security at scale

Abnormal AI: Amazon Bedrock AgentCore for agentic email security at scale

AI agents now run in production at a scale of billions of operations a day, and a recurring architectural pattern…
Manage end-user OAuth consent for AI agents with Amazon Bedrock AgentCore

Manage end-user OAuth consent for AI agents with Amazon Bedrock AgentCore

AI agents often need to access services such as GitHub and Slack on a user’s behalf. Before an agent can…
How Ninth Wave built AI-powered open finance onboarding on Amazon Bedrock

How Ninth Wave built AI-powered open finance onboarding on Amazon Bedrock

Financial institutions participating in open finance (the network where banks share customer-authorized financial data with third-party applications through standardized APIs)…
Monitoring production agent lifecycle with AWS DevOps Agent and AgentCore Evaluations

Monitoring production agent lifecycle with AWS DevOps Agent and AgentCore Evaluations

Multi-agent systems in production experience issues in ways that traditional monitoring misses. For example, the agent can’t invoke its foundation…
Beyond the price per token: Choosing the right OpenAI model on Amazon Bedrock for your workload

Beyond the price per token: Choosing the right OpenAI model on Amazon Bedrock for your workload

Organizations building generative AI applications usually compare models the same way: dollars per million tokens. It’s the number on every…
SimpleDesign: A Joint Model for Protein Sequence and Structure Codesign

SimpleDesign: A Joint Model for Protein Sequence and Structure Codesign

Proteins are fundamental to biological processes, with their function determined by the complex interplay between the amino acid sequence and…
Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference

Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference

When you build an application on top of a large language model (LLM), the prompt you send to the model…
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