This Week in AI: Nvidia NeMo, Reachly & ChatxBox | Building the Next Wave of AI Apps

Описание: In this session, we unveil our AI Advisor education agent and use it as a real-world example to explore what it takes to build trustworthy, production-grade AI systems. We’ll walk through the live dashboard at smartapply.elephantscale.com and show how this agent helps users plan and navigate their learning journey.

From there, we go deeper into two of the most important topics in modern AI: Data Governance & Data Quality and Governing AI Agents. We’ll discuss how bad data can quietly ruin even the smartest models, and why autonomous agents need clear guardrails, monitoring, and controls.

Finally, we switch to a hands-on Jupyter AI demo, showing how to bring generative AI directly into your notebooks to write, refactor, and debug code faster—all using examples from our repo.

What We’ll Cover

🧠 AI Advisor Education Agent (Live Demo)

Tour of the AI Advisor at: https://smartapply.elephantscale.com/...

How the agent helps users choose courses, paths, and next steps.

Design choices behind the agent: prompts, data, and logic.

📊 Deep Dive: Data Governance & Data Quality

Why data quality is the #1 hidden risk in AI projects.

Key concepts in Data Governance: ownership, lineage, policies, and access control.

Practical strategies for improving data quality and keeping models honest.

🛡️ Governing AI Agents

Why autonomous agents need guardrails, not just prompts.

Principles for governing agents: observability, approval workflows, and limits on actions.

Real-world examples of failure modes—and how governance can prevent them.

💻 Jupyter AI: AI Coding in Notebooks (In Our Repo)

How to enable and use Jupyter AI inside your notebooks.

Using AI to write code, explain snippets, and debug errors in-place.

Example workflows for experimentation, data analysis, and prototyping.

Resources

AI Advisor Education Agent: https://smartapply.elephantscale.com/...

Jupyter AI (In Our Repo): (Add your repo link here)
ElephantScale Webinars: https://elephantscale.com/webinars/

Host: Mark Kerzner –   / markkerzner  

Keywords

AI Advisor, Education Agent, Data Governance, Data Quality, Governing AI Agents, AI Guardrails, Responsible AI, Jupyter AI, AI Coding in Notebooks, Generative AI Tools, LLM in Jupyter, AI Monitoring, AI Risk, Mark Kerzner, ElephantScale, Weekly AI News.

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