Reactive Machines

When Unlearning Is Free: Leveraging Low Influence Points to Reduce Computational Costs

When Unlearning Is Free: Leveraging Low Influence Points to Reduce Computational Costs

As concerns around data privacy in machine learning grow, the ability to unlearn, or remove, specific data points from trained…
Part 2: Amazon Bedrock cost attribution with Amazon Athena and CUDOS

Part 2: Amazon Bedrock cost attribution with Amazon Athena and CUDOS

Part 1 introduced granular cost attribution for Amazon Bedrock. This feature automatically traces every inference request back to the IAM…
How OneAdvanced deployed over 50 AI agents on UK-sovereign AWS

How OneAdvanced deployed over 50 AI agents on UK-sovereign AWS

This post is co-authored with OneAdvanced team Deploying AI agents on a United Kingdom (UK)-sovereign AWS architecture requires careful decisions…
How ONESTRUCTION built the Ishigaki-IDS foundation model with AWS GenAIIC

How ONESTRUCTION built the Ishigaki-IDS foundation model with AWS GenAIIC

This post was co-written by ONESTRUCTION, Inc. and Amazon Web Services Japan G.K. as part of GENIAC (Generative AI Accelerator…
Run interactive IDEs on Amazon EKS with SageMaker AI to power up your AI workflows

Run interactive IDEs on Amazon EKS with SageMaker AI to power up your AI workflows

To power up AI workflows on Amazon Elastic Kubernetes Service (Amazon EKS), data scientists need interactive IDEs like JupyterLab and…
How Cohere Health digitizes clinical policies using Amazon Bedrock AgentCore

How Cohere Health digitizes clinical policies using Amazon Bedrock AgentCore

Prior authorization is the approval process health plans require before covering certain medical services or medications. It remains one of…
Scaling Categorical Flow Maps – Apple Machine Learning Research

Scaling Categorical Flow Maps – Apple Machine Learning Research

Continuous diffusion and flow matching models could represent a powerful alternative to autoregressive approaches for language modelling (LM), as they…
Arbitrage: Efficient Reasoning via Advantage-Aware Speculation

Arbitrage: Efficient Reasoning via Advantage-Aware Speculation

Modern Large Language Models achieve impressive reasoning capabilities with long Chain of Thoughts, but they incur substantial computational cost during…
Securing AI agents with temporal policies in Amazon Bedrock AgentCore

Securing AI agents with temporal policies in Amazon Bedrock AgentCore

Before AI agents, it was generally sufficient for access controls to treat each action as an independent event. Applications relied…
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