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Intelligent and Adaptive Automation

Collective learning and dynamic information processing that augments operations and optimization of shared resources, with built-in resilience through intelligent and adaptive automation and applications, such as enhanced weather forecasting and predictive routing efficiency.

Attributes

  • Steadily advancing in sophistication and breadth of possible applications
  • Deployed within or across diverse architectures, including onboard, cloud, and ground systems
  • Oriented toward micro-services rather than monolithic systems
  • Ongoing service improvement by leveraging continuous data collection and machine-learning advances
  • Bounded authority ensuring no compromise in safety as nascent systems mature

Sub Capabilities

Help us identify sub-capabilities or related capabilities by providing input below.

Real-Time Edge Analytics
Distributed Machine Learning
High-Density Vertiport Human-Autonomy Teaming
Learning based data systems
Autonomy technologies with quantifiable reliability specifications

Research Questions

Help us identify research questions to guide further exploration.

Certifying intelligent and adaptive automation for safety critical applications.

Barriers

Help us identify barriers to describe obstacles we will need to address.

How to certify intelligent and adaptive automation for safety critical applications?
How to certify machine learning-based capabilities?

We need your input.