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AI news, product launches and company developments.

OpenAI & Anthropic

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Monitoring discriminative ML models using Amazon SageMaker AI with MLflow

Amazon SageMaker AI now integrates with open source Evidently to monitor discriminative ML models. This solution helps maintain prediction accuracy by generating monitoring reports and detecting data drift. It also organizes results in MLflow and supports scalable pipelines with automated notifications.

Source: AWS Machine Learning BlogRead briefing
Amazon

Build an AI-powered AWS support companion with Amazon Bedrock AgentCore

Amazon Bedrock AgentCore enables building an AI-powered AWS Support Companion. This agent integrates with AWS services to analyze logs, search documentation, and manage support cases via a conversational interface. The solution deploys easily with AWS CloudFormation and includes a web frontend for user interaction.

Source: AWS Machine Learning BlogRead briefing

Amazon

Run MiniMax models on Amazon Bedrock

Amazon Bedrock now supports MiniMax models, enabling scalable on-demand inference for various workloads. These models help build agentic applications, long-context document analysis, and software engineering workflows. The service offers multiple tiers and APIs with AWS security and operational guarantees.

Source: AWS Machine Learning BlogRead briefing

Amazon

How Amazon Bedrock catches AI-generated phishing

Amazon Bedrock uses AI to detect sophisticated AI-generated phishing emails. These phishing attempts are increasingly advanced due to generative AI and open source intelligence. This technology helps improve email security by identifying unique, AI-crafted phishing messages.

Source: AWS Machine Learning BlogRead briefing
Amazon

Best practices for multi-turn reinforcement learning in Amazon SageMaker AI

Amazon SageMaker AI shares best practices for multi-turn reinforcement learning training. The guidance includes building reliable training environments, setting up external evaluations, and designing task-aligned rewards. These practices help improve agent performance and monitoring during multi-turn interactions.

Source: AWS Machine Learning BlogRead briefing

Amazon

HippoRAG: Neurobiologically inspired RAG using Amazon Bedrock, Amazon Neptune, and personalized PageRank

AWS demonstrates HippoRAG, a neurobiologically inspired retrieval-augmented generation model, using its cloud services. The implementation leverages Amazon Bedrock for LLMs, Amazon Neptune for graph databases, and Personalized PageRank for advanced graph analytics. This showcases how to build scalable HippoRAG applications on AWS infrastructure.

Source: AWS Machine Learning BlogRead briefing
Amazon

How Inscribe uses Amazon Bedrock to stop document fraud in seconds

Inscribe developed an AI system using Amazon Bedrock to detect document fraud quickly. The system analyzes financial documents like an expert fraud analyst. It detects tampered and AI-generated documents in under 90 seconds, improving speed by 20 times over manual review.

Source: AWS Machine Learning BlogRead briefing
Amazon

Simplify model selection in Amazon Bedrock with the open source Model Profiler

Amazon Bedrock introduced the open source Model Profiler to simplify model selection by aggregating metadata from various AWS APIs and external sources. It offers a single, searchable interface to help users compare and choose models efficiently. The tool can be deployed quickly, supporting practical real-world use cases.

Source: AWS Machine Learning BlogRead briefing

Anthropic / Claude + Amazon

Introducing Claude Sonnet 5 on AWS: Anthropic’s most capable Sonnet model

Anthropic has launched Claude Sonnet 5, its most advanced Sonnet model, on AWS platforms including Amazon Bedrock and Claude Platform. This new model offers improved intelligence for coding, autonomous agents, and professional tasks. It provides high performance at competitive Sonnet pricing, making it accessible for various applications.

Source: AWS Machine Learning BlogRead briefing

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