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Leistungen
A project website including private and public areas will be opened
Final outcomes of Tasks 2.3 and 2.4.
Guidance on future workforce requirements (öffnet in neuem Fenster)Recommendations for future staffing and team-based safety practices to enhance the safe and successful integration of AI into organisations, for both Step 1 and Step 2 AI integration scenarios. It will include T8.4 outcomes
Concepts of Intelligent Assistants (öffnet in neuem Fenster)HAIKU concepts, describing the key elements both at the strategic level – i.e. AI purpose, expected benefits, values and design principles, (bidirectional) human-AI training,and workforce issues around implementation
Updated validation strategy and plan (öffnet in neuem Fenster)Final validation objectives, detailed objectives, corresponding indicators and metrics, and the workplan the second validation. The deliverable will include the updated user and operational requirements (T6.5) for each use case.
Development of safety, HF and security approaches for HIAS (öffnet in neuem Fenster)This report will present the Acceptable Means of Compliance to be applied and validated in Haiku Use Cases.
The transformation map (öffnet in neuem Fenster)Recommended training paths, with the aim of “bridging the gap” to the required competencies
Data Management Plan 2 (öffnet in neuem Fenster)A revised version of the Data Management Plan
Low fidelity prototypes (öffnet in neuem Fenster)High level overview of the prototypes produced for low TRL Use Cases, namely Startle effect, Digital Tower, Airport safety watch, describing functionalities, interaction modalities (input-output), and interface mock-up.
Social, Ethical, Legal, Privacy issues identification and monitoring (final) (öffnet in neuem Fenster)Final report of all the activities done and collected about ethical requirements, to be compliant
Case studies and results of validation activities (öffnet in neuem Fenster)Results of T5.3 and 5.4. Communication between Human-AI, testing and results will be part of D5.2.
The Human Role in future aviation (öffnet in neuem Fenster)This report will document the task analysis of current and future roles and will present the future Personas.
Analysis of Societal Impact (öffnet in neuem Fenster)This document will present the results of Tasks 2.3 and 2.4 after the first half of the project.
Human-AI Teaming Validation Framework (öffnet in neuem Fenster)Provisional framework for validating use case prototypes, including validation success criteria, constructs, metrics, measurement methods, instruments and protocols.
Project Management Plan (öffnet in neuem Fenster)Project organisation in terms of team structure, roles, responsibilities and work plan. It describes the Quality Assurance procedure and the strategy to keep risks under control and mitigate them.
Validation of the SHS case-based approach in case studies (öffnet in neuem Fenster)This report will present findings from the validation of the SHS case-based approach. To steer the design and development of Intelligent Assistants, interim reports on safety, security and Human Factors will be delivered to Use Case owners at M12 and M24
State of the art in safety, Human Factors, and security (SHS) assurance processes in aviation (öffnet in neuem Fenster)This report will present the state of the art in regulations, consensus-based industry standards and best practices, concerning SHS. The legal frameworks for the Haiku aviation segments will be included.
Social, Ethical, Legal, Privacy issues identification and monitoring (initial) (öffnet in neuem Fenster)Identification of the guidelines for the project and the required documentations.
HAIKU Dissemination, Communication and Exploitation Plan (öffnet in neuem Fenster)This deliverable will define the dissemination and communication strategy to be implemented in the framework of HAIKU.
Interim report: Dissemination, Communication and Exploitantion (öffnet in neuem Fenster)An interim report on all dissemination and communication activities performed
First validation strategy and plan (öffnet in neuem Fenster)High level validation objectives, detailed objectives, corresponding indicators and metrics, and the workplan for the first validation
AI Model performance report (öffnet in neuem Fenster)Report on the activities carried out in T4.5 – Point 1, to evaluate the performance of the AI models for each Use Case. Criteria will include the model prediction accuracy, “Human-in-the-loop” intervention and resulting model accuracy, and other metrics. This report will include the contingency strategies for unacceptable AI performances (i.e. human in the loop retraining, new data collection, etc.).
Vision and scenarios (öffnet in neuem Fenster)This document presents Haiku Vision, guiding principles, the description of reference scenarios for 2030 and 2050.
Final report: Dissemination, Communication and Exploitation (öffnet in neuem Fenster)A final report on all dissemination and communication activities, and conclusions on how these results can be used for further exploitation
Guidance on safety culture enhancements for future aviation WIA systems (öffnet in neuem Fenster)Guidance on how to create Digital Assistants that will put safety first as well as safeguards to maintain human commitment to safety culture, and will identify WIA approaches that could enhance safety and safety culture
SHS case guidance and ways forward for performance-based and risk-based regulatory frameworks (öffnet in neuem Fenster)The guidance will recommend ways forward for integration into aviation of new AI technologies. The report will include the results of the consultation with policy makers and regulators
Data Management Plan (öffnet in neuem Fenster)Analysis of the main elements of the data management policy that will be used by the project partners.
Strategy for XAI in aviation (öffnet in neuem Fenster)Interaction characteristics, sensors (visual, audio, etc.), datasets for training, information exchange between the human and AI, information presentation, adaptability and personalization will be included as proposed strategy.
Results of all the validation activities carried out after VAL1, including finalisation of concepts for each use case. The deliverable will include a dissemination-ready section, with the overview of main results.
First validation report (VAL1) and demonstrator (DEM1) (öffnet in neuem Fenster)Results of all the validation activities carried out as part of the first validation (VAL1), including a demonstration of the Digital Assistants prototypes in each use case (DEM1).
Veröffentlichungen
Autoren:
Evangelos D. Spyrou1, Afroditi Anagnostopoulou, Vassilios Kappatos
Veröffentlicht in:
Cuckoo search algorithm for the evacuation strategy of people in flash floods using a spatiotemporal conditions weight, 2023, ISSN 2267-1242
Herausgeber:
EDP Sciences
DOI:
10.1051/E3SCONF/202343602001
Autoren:
Barry Kirwan
Veröffentlicht in:
The Future Impact of Digital Assistants on Aviation Safety Culture, 2023
Herausgeber:
Human Interaction and Emerging Technologies (IHIET 2023)
DOI:
10.54941/AHFE1002932
Autoren:
Barry Kirwan
Veröffentlicht in:
The Impact of Artificial Intelligence on Future Aviation Safety Culture, 2024
Herausgeber:
MDPI
DOI:
10.3390/FUTURETRANSP4020018
Autoren:
Afroditi Anagnostopoulou; Dimitrios Tolikas; Evangelos Spyrou; Attila Akac; Vassilios Kappatos
Veröffentlicht in:
The Analysis and AI Simulation of Passen, 2024, ISSN 2073-431X
Herausgeber:
MDPI
DOI:
10.3390/su16031346
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