Difference between revisions of "AI Safety Aviation"

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= Roadmap Overview =
= Roadmap Overview =


Focuses on the integration of artificial intelligence, particularly machine learning, into safety-critical aviation systems while maintaining the highest standards of safety and trustworthiness. It encompasses a phased approach, starting with human assistance/augmentation (Level 1 AI), progressing to human-AI teaming (Level 2 AI), and ultimately advancing to more automated solutions (Level 3 AI). Key aspects include developing AI assurance frameworks, addressing human factors in AI integration, implementing safety risk mitigation strategies, and ensuring compliance with evolving regulatory requirements. This technology aims to enhance aviation safety, efficiency, and performance across various domains including aircraft design and operation, air traffic management, and unmanned aircraft systems.
FOCUS: Flight Operational Companion for Unexpected Situations


== Scope Down Idea (Draft) ==
FOCUS is an advanced, AI-driven assistant designed to help commercial pilots manage sudden and surprising events within the cockpit. In high-stress situations, pilots may experience natural “freeze” reactions, delayed responses, or unintended inputs, which can compromise safety and increase risk. FOCUS has been designed to address this challenge by monitoring for signs of such startling events in aircraft readings and pilot biometrics. After detection, FOCUS will provide real-time guidance to help pilots quickly regain situational control. Through intuitive, timely interventions, FOCUS enhances flight safety by enabling pilots to confidently navigate complex and unexpected scenarios. This technology roadmap outlines the developmental path for FOCUS, highlighting its role in advancing safety, reducing operational risks, and supporting pilots with reliable, real-time assistance.
 
* Hybrid cockpit with AI supporting pilot by improving situational awareness and translate pilot intent to automated systems.


= DSM Allocation =
= DSM Allocation =

Revision as of 06:16, 5 November 2024

Roadmap Overview

FOCUS: Flight Operational Companion for Unexpected Situations

FOCUS is an advanced, AI-driven assistant designed to help commercial pilots manage sudden and surprising events within the cockpit. In high-stress situations, pilots may experience natural “freeze” reactions, delayed responses, or unintended inputs, which can compromise safety and increase risk. FOCUS has been designed to address this challenge by monitoring for signs of such startling events in aircraft readings and pilot biometrics. After detection, FOCUS will provide real-time guidance to help pilots quickly regain situational control. Through intuitive, timely interventions, FOCUS enhances flight safety by enabling pilots to confidently navigate complex and unexpected scenarios. This technology roadmap outlines the developmental path for FOCUS, highlighting its role in advancing safety, reducing operational risks, and supporting pilots with reliable, real-time assistance.

DSM Allocation

Decomposition of 3ADC

DSM of 3ADC

Roadmap OPD

OPD


Figures of Merit

Important FOMs for 3AISC
Figure of Merit Description Trends Units
Incident Rate Rate of incidents and accidents normalized by flight time aircraft decreasing

incidents passenger mile

System Maintainability How much time is spend maintaining aircraft systems, measured by comparing maintenance time per flight time decreasing

maintenance hours passenger mile

Response Time Time required to identify and mitigate safety issues flat

minutes

System Uptime Amount of time aircraft is available to be dispatched on a mission as a percentage of wall time increasing

%

Cognitive Load on Crew As measured by industry standard NASA TLX score flat

unitless

Detail of Accidents per passenger hour

Normalized Accidents per Year, United States General Aviation Fleet