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ExternalAI
AWS Machine Learning Blog

Deepgram deepens Amazon SageMaker AI observability with Enhanced Metrics

Self-hosted speech AI carries an observability trade-off: the numbers that drive capacity planning and cost management stay locked inside the vendor container. Deepgram closes that gap on Amazon SageMaker AI with two capabilities that land billing, usage, and per-GPU metrics directly in your own Amazon CloudWatch account.

Advanced (300)Amazon SageMaker AITechnical How-to
AWS Machine Learning BlogRead original
ExternalAI
AWS Machine Learning Blog

Reduce ASR inference costs by 75% with NVIDIA MPS on Amazon EC2

Serving automatic speech recognition (ASR) models at scale is costly when each request uses only a fraction of a GPU. Learn how NVIDIA CUDA Multi-Process Service (MPS) with NVIDIA Triton Inference Server on Amazon EC2 GPU instances cuts GPU infrastructure by 75% while holding sub-second latency at 92.1 requests per second per GPU.

Amazon EC2Expert (400)Technical How-to
AWS Machine Learning BlogRead original
ExternalSoftware Engineering
DZone

When Guest Access Becomes an Attack Surface: A Technical Analysis of the City-Forum Campaign

Learn how attackers enumerated Salesforce Experience Cloud and ServiceNow portals — and how defenders can detect and prevent the same abuse. When Guest Access Becomes an Attack Surface Modern enterprise portals increasingly expose APIs to unauthenticated users. The problem is not necessarily that those APIs are vulnerable. The problem is that the anonymous identity behind them may have been granted more access than the organization realizes.

ExternalSoftware Engineering
GitHub Blog

OpenClaw went viral. Meet the maintainers building and securing it.

OpenClaw is the fastest-growing project in GitHub history. Peter Steinberger and several maintainers share what they learned in the project's first six months. The post OpenClaw went viral. Meet the maintainers building and securing it. appeared first on The GitHub Blog.

MaintainersOpen SourceSecurity
GitHub BlogRead original
ExternalCybersecurity
Microsoft Security Blog

​​​​​​What’s new in Microsoft Security: August 2026

This month’s updates provide new capabilities to help organizations gain insights into agent activity, expand security coverage across supported environments, and enhance security management across their environments. The post ​​​​​​What’s new in Microsoft Security: August 2026 appeared first on Microsoft Security Blog.

In the Loop
Microsoft Security BlogRead original

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