Production-Ready AI Systems: Security, Evaluation & Data Platforms

7月 24, 2026 | 12:30 - 1:30 上午 (UTC) 國際標準時間

準備好開始使用 AI 和最新技術嗎？ Microsoft Reactor 提供活動、訓練和社群資源，協助開發人員、企業家和初創公司建置 AI 技術等等。加入我們！

Production-Ready AI Systems: Security, Evaluation & Data Platforms

7月 24, 2026 | 12:30 - 1:30 上午 (UTC) 國際標準時間

準備好開始使用 AI 和最新技術嗎？ Microsoft Reactor 提供活動、訓練和社群資源，協助開發人員、企業家和初創公司建置 AI 技術等等。加入我們！

Production-Ready AI Systems: Security, Evaluation & Data Platforms

7月 24, 2026 | 12:30 - 1:30 上午 (UTC) 國際標準時間

格式:
線上直播

主題: AI 應用程式

語言: 英文

Modern AI systems require more than powerful models—they require security, evaluation, governance, and continuous improvement. This session combines lessons from production AI agent security with real-world LLM evaluation and fine-tuning workflows.

Topics may include prompt injection, tool abuse, memory poisoning, defense-in-depth architectures, custom evaluation frameworks, Azure OpenAI fine- tuning, and practical engineering lessons learned from deploying AI-powered systems.

Key Takeaways:

Understand security challenges in AI agents
Learn practical defense patterns for production AI
Explore LLM evaluation methodologies
Understand fine-tuning workflows using Azure OpenAI
Apply production engineering best practices to AI systems

演講者

Advitya Gemawat
- Machine Learning Engineer 2 – Windows
Microsoft
Debjyoti Paul
- Applied Scientist
Amazon
Kriti Faujdar
- Senior Product Manager, Microsoft Security AI Research
Microsoft