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AI & Agents

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Notes on designing and shipping AI systems on the Microsoft and Azure stack — LLM fine-tuning, automated governance, grounding, and keeping models secure by default.

  • AI security, PII auditing, and model governance
  • LLM fine-tuning and prompt injection defense
  • Azure ML pipeline automation and Responsible AI

Articles about AI & Agents

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  1. 3 min readAzure

    Auditing Azure OpenAI Fine-Tuned Models for PII Memorization & Prompt Injection Leakage

    Audit fine-tuned Azure OpenAI model deployments for PII memorization and prompt injection leakage using privacylens before routing production user traffic.

  2. 5 min readAzure

    How to Build an Automated AI Privacy Governance Gate in Azure ML

    Build an automated AI Privacy Governance Gate inside Azure Machine Learning Pipelines using privacylens to block vulnerable models from reaching production.

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