AWS Machine Learning Blog
AI news source. Articles are auto-selected and adapted by Hamidun News editors.
Latest publications
AWS Explains How It Safely Launches Frontier AI Models in Bedrock Service
Amazon Web Services has shared its approach to safely launching frontier AI models for customers through a managed cloud service Amazon Bedrock.
AWS: Fine-Tuning Amazon Nova Models Increased Email Data Extraction Accuracy to 94.77%
AWS demonstrated a case study: fine-tuning Amazon Nova models through Amazon SageMaker AI raised email data extraction accuracy to 94.77% and reduced processing costs by 50%.
AWS Demonstrates BoltzGen Protein Design Model Deployment on SageMaker AI
AWS Machine Learning Blog showed how to deploy the BoltzGen model for protein design on Amazon SageMaker AI—from quick validation to production workloads.
AWS Releases Open-Source Amazon Bedrock Model Profiler for Model Selection
AWS introduced open-source Amazon Bedrock Model Profiler—a tool aggregating model metadata from multiple sources into a single search interface.
IBS Software Built Bilingual AI NER Model for Cargo Logistics on Bedrock
IBS Software demonstrated how it built a bilingual named entity recognition model for cargo logistics on Amazon Bedrock.
Outpost VFX Accelerated AI Model Training for Visual Effects 8x on AWS
Outpost VFX studio achieved 8x speedup in AI model training for facial replacement on AWS infrastructure.
AWS Simplified Access to Amazon Bedrock Models via Managed Entitlements
AWS introduced managed entitlements for Bedrock—a single subscription to models from a central account with access distribution across the organization.
AWS Demonstrates Generative UI for AI Agents on Bedrock AgentCore via AG-UI
AWS explained how the AG-UI protocol and CopilotKit create interactive interfaces for AI agents on Amazon Bedrock AgentCore platform.
Claude Sonnet 5 from Anthropic became available on Amazon Bedrock and AWS
Anthropic released Claude Sonnet 5—the first Sonnet model of the new generation—and opened access to it through Amazon Bedrock and Claude Platform on AWS.
AWS demonstrated infrastructure for multi-turn RL training of Amazon Nova model
AWS published a guide for deploying event-driven infrastructure for multi-turn RL training of the Amazon Nova model on Amazon's SageMaker HyperPod platform.
AWS Demonstrated Five Resilience Patterns for Generative AI on Amazon Bedrock
AWS Machine Learning Blog Described Five Practical Resilience Patterns for GenAI Applications on Amazon Bedrock — from Native Service Functions to LLM Gateway
Amazon SageMaker AI Learns to Stream Model Benchmark Results to MLflow
Amazon added streaming MLflow integration to SageMaker AI: benchmark job metrics, parameters, and charts now flow into a unified experiment tracker in real-time.
Inscribe on Amazon Bedrock finds fake financial documents in 90 seconds
Startup Inscribe built an agent AI system on Amazon Bedrock that detects forged and AI-generated financial documents in less than 90 seconds.
Amazon showed pipeline with Nova, SAM 3, and Textract for automatic PII redaction in photos
AWS Machine Learning Blog described a pipeline orchestrated by Amazon Nova that uses Meta's SAM 3 and Amazon Textract to hide personal data in images.
AWS showed how to run MiniMax models on Amazon Bedrock platform
AWS Machine Learning Blog published a breakdown of running MiniMax models on Amazon Bedrock — from pricing and scaling to available APIs for agentic tasks.
AWS Guide: how to implement AI agents in production with result guarantees
AWS Generative AI Innovation Center guide for executives: how to automate business processes through autonomous AI systems.
Amazon QuickSight + MCP: natural language for time series analysis
Amazon integrated Model Context Protocol with QuickSight, allowing analysts to ask questions in Russian about market data instead of writing SQL queries.
AgentOps: Operational Discipline for AI Agents in Production
Amazon Bedrock introduced AgentOps—a methodology for managing, debugging, and scaling autonomous AI agents.
GPUDirect and TurboQuant: AWS accelerates large LLM loading to GPU
New AWS tools help accelerate loading of models with hundreds of billions of parameters into GPU memory, reducing downtime.
Amazon Bedrock AgentCore Gateway: managing MCP servers at scale
AWS presented gateway for managing Model Context Protocol in enterprise environment with access restrictions, audit, and credentials.
AWS Bedrock AgentCore: security policies and Lambda interceptors for AI agents
AWS presented access management tools for Amazon Bedrock AgentCore: deterministic Policy and dynamic Lambda interceptors for controlling AI agent actions.
GPT-5.5 and GPT-5.4 now available on Amazon Bedrock
OpenAI and Amazon Bedrock announced general availability of GPT-5.5, GPT-5.4, and Codex models for production applications.
AWS adds secrets management from Secrets Manager to Bedrock AgentCore
AWS Secrets Manager is now integrated with Bedrock AgentCore Identity, allowing developers to use pre-configured secrets and manage their lifecycle.
AWS Bedrock AgentCore added built-in safeguards for payment systems
Amazon Bedrock introduced new AgentCore payments module with built-in restrictions for secure AI agent deployment handling payments.
Amazon Quick Accelerates Rare Cancer Research Through Database Integration
AWS has released a guide on using Amazon Quick Research to integrate biomedical sources—using pediatric sarcoma as an example, users learn to combine PubMed and open repositories.
AWS: GraphRAG and BYOKG Accelerate Scientific Discovery in Pharma
Amazon Web Services introduced a methodology for using GraphRAG (Graph-based Retrieval Augmented Generation) in pharmaceutical research, enabling companies to accelerate discovery without compromising scientific integrit
AWS published 6 approaches to optimizing MCP tools to save context
AWS examined MCP tool design problems: tool definitions overflow the context window, and models get confused. It proposed 6 solutions — from renaming parameters to agentic backends.
KTern.AI builds an agentic platform for SAP on Amazon Bedrock AgentCore
KTern.AI has moved its SaaS platform for SAP to an AWS agentic architecture: specialized AI agents gained persistent context, secure access to tools, and infrastructure for long-running enterprise programs.
Henry Schein One launched AI X-ray review for 10,000 clinics
Henry Schein One launched Image Verify on Amazon SageMaker AI — a real-time dental image quality review system; it was deployed to 10,000 locations within a few months.
AWS launched a self-hosted gateway for enterprise governance of Claude Code and Desktop
Amazon Web Services introduced Claude apps gateway, a self-hosted solution for centralized control of access, costs, and policies when using Claude Code and Claude Desktop in organizations.