Conversational AI Insights

Open NotebookLM

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Reusable Prompt

Paste the Reusable Prompt in the field "What should the AI hosts focus on in this episode?"

Conversational AI

Conversational AI Debate

MVP Example: 4ei SWOT Analysis with an OnDemand subject matter expertise that was conjures by an AI Focus on Quality prompt that creates a high-quality conversational audio (debate/critique/brief/deep dive) presentation. 

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4ei Home

Idea in a Prompt

4ei google NotebookLM product continuously analyzes strengths, weaknesses, opportunities, and threats that are relevant to us (About).

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Reference Implementation

Types of AI Summaries:

• ​Deep Dive (default) for an in-depth conversation. Two hosts unpack and connect topics from your sources in a lively conversation.
  
• The Brief for a quick overview. A single speaker delivers the key takeaways of a document in under two minutes.
  
• The Critique for critical feedback. Two hosts provide a constructive evaluation of material like an essay or design doc.
  
• The Debate for exploring multiple perspectives. Two hosts engage in a formal, back-and-forth debate on the topic.

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Audio File Format (M4A)

Digital Audio

The audio file format from NotebookLM is high-quality a M4A file format that will likely need to be converted to an MP3 format for compatibility digital platforms with bandwidth restrictions (including this blog post).  Otherwise framed, the source audio file is of higher quality than what is being shared in this blog post.

References:

• NotebookLM Help Article - https://support.google.com/notebooklm/answer/16212820?hl=en

Callouts:

• Disclosing AI Bias 
• CRAP Analysis
• Callout Paperless Product Obstacle - Offline Work Environments

Opportunity

Total Quality Management - AI Data Drift Detection Services Portfolio

• AI Risk Management Framework for Indicating data drift with Counterfactual Indicators (ai-nutrition-label.html)
• Human in the Loop Service for tailoring AI prompts (ai-prompt-engineering.html)
• Human in the Loop Service for polishing (Services) AI output.
  

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