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21 articles
Learn to build a simple AI safety monitoring dashboard that tracks key metrics to identify potential risks in AI systems, addressing concerns raised by AI experts about future AI safety.
Learn how to create a basic AI safety monitoring system using Python that tracks system resources and network activity to detect unusual behavior in AI models.
Learn how to integrate LangSmith for LLM observability and evaluation, including tracing, performance monitoring, and output evaluation.
Learn to build a monitoring system for AI interactions with youth that evaluates mental health risks and provides appropriate responses, following guidelines from OpenAI and the American Psychological Association.
Learn how to set up and use Microsoft's AI-powered security tools through Azure Security Center to protect your applications and data.
Learn how to build and manage a distributed data center infrastructure using Kubernetes, Docker, and monitoring tools, similar to the large-scale infrastructure investments being made by companies like Orange and Morrison.
Learn to build a smart energy monitoring system that tracks AI workload energy consumption and implements load balancing strategies to prevent excessive electricity bills.
Learn how to create a basic security monitoring system that can detect unauthorized access to sensitive files, similar to what was compromised in the Ernst & Young breach.
Learn to build a simple water usage monitoring system for data centers that demonstrates the environmental concerns raised by Water UK about scaling data center capacity without adequate water resources.
Learn to build a GPU resource management system that monitors utilization and dynamically controls LLM subscriptions, similar to what Moonshot implemented for Kimi K3.
Learn how to monitor and optimize data center energy consumption using Python and Prometheus, a practical solution for compliance with New York's data center moratorium.
Learn how to monitor Intel Xeon processors using Python and psutil library to track CPU usage, memory, and temperature performance metrics.
