Validation and adaptive learning design patterns

Contents

• Introduction Introduction

  • Introduction

    58s
  • What you need to know

    50s
  • AI agents and AI systems

    2m 5s
• 1. Knowledge and Reasoning Design Patterns 1. Knowledge and Reasoning Design Patterns

  • Knowledge and reasoning design patterns

    39s
  • Autonomous self-RAG

    3m 49s
  • Automated feature discovery and engineering

    2m 42s
  • Causal inference

    3m 23s
• 2. Orchestration and Creation Design Patterns 2. Orchestration and Creation Design Patterns

  • Orchestration and creation design patterns

    44s
  • Agent-led parallelization

    3m 29s
  • Hierarchical generation

    5m 19s
  • Voting ensemble

    4m 14s
• 3. Validation and Adaptive Learning Design Patterns 3. Validation and Adaptive Learning Design Patterns

  • Validation and adaptive learning design patterns

    52s
  • Escalating evaluation

    4m 53s
  • Autonomous self-correction

    4m 44s
  • Proactive retraining

    5m 10s
  • Shadow model deployment

    5m 56s
• 4. Conclusion 4. Conclusion

  • Next steps

    44s