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Starts 25 June 2025 00:04

Ends 25 June 2025

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The Narrow Truth: Dismantling Intelligence Theater in Agent Architecture

Join us in unraveling the sophisticated stagecraft of GenAI companies that meticulously curate illusions of intelligence through the integration of narrow machine learning components within conversational interfaces. This enlightening course uncovers the deceptive UI layers often at play and offers precise techniques to bypass them, steering.
Pragmatic AI Labs via YouTube

Pragmatic AI Labs

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Overview

Join us in unraveling the sophisticated stagecraft of GenAI companies that meticulously curate illusions of intelligence through the integration of narrow machine learning components within conversational interfaces. This enlightening course uncovers the deceptive UI layers often at play and offers precise techniques to bypass them, steering toward improved determinism via targeted prompting.

Delve into the heart of artificial intelligence and machine learning, where you'll gain insights into the mechanics of intelligence theater that masquerades as advanced AI.

Learn to navigate through the complexity and ensure you harness the true potential of these technologies.

Whether you are a tech enthusiast, a student, or a professional in the field, this course available on YouTube, categorized under Artificial Intelligence and Computer Science, is designed to enrich your understanding of contemporary AI dynamics.

Syllabus

  • Introduction to Intelligence Theater
  • Definition and overview
    Historical context in AI development
    Examples of intelligence theater in GenAI
  • Understanding Narrow Machine Learning Components
  • Characteristics of narrow AI
    Common narrow ML components used in conversational interfaces
    Strengths and limitations of narrow AI
  • Architectures of Deceptive Intelligence
  • Combining narrow AI components
    Common frameworks and platforms
    Case studies: Mass-produced conversational agents
  • Unveiling the Illusion: Deceptive UI Layers
  • Techniques for creating an intelligence illusion
    Interfaces and user perception
    Recognizing patterns and signals of deception
  • Targeted Prompting for Bypassing UI Layers
  • Principles of effective prompting
    Techniques for bypassing complexity layers
    Examples of deterministic interaction through prompts
  • Tools and Techniques for Evaluating AI Agents
  • Evaluation criteria for intelligence assessment
    Tools for testing and evaluation
    Comparing responses with and without deceptive layers
  • Case Studies: Dissecting Real-world GenAI Products
  • Detailed examination of popular GenAI agents
    Identifying elements of intelligence theater
    Strategies for more deterministic interaction
  • Ethical Considerations and Best Practices
  • Ethical implications of intelligence theater
    Guidelines for creating truthful AI interfaces
    Promoting transparency in AI development
  • Conclusion and Future Directions
  • Summary of key concepts
    Emerging trends in AI and intelligence depiction
    The future of human-AI interaction and transparency
  • Capstone Project
  • Designing an AI system with transparency over deception
    Peer assessment and feedback
    Presentation of projects and reflection on learning experiences

Subjects

Computer Science