William J. Clancey
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I am a cognitive scientist specializing in the nature and applications of artificial intelligence (Computer Science PhD, Stanford University, 1979). My work combines theory and methods from computer science, psychology, anthropology, and philosophy.
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​Please refer to my  ​NASA legacy website or use the menu above to access my publications and Mars Society expedition photos and conference presentations. ​
        Now available:    Publications Table of Contents (1977–present).
        See also:    Videos from NASA expeditions.


Interview about the nature of Artificial Intelligence: Scientific Design of Tools for Amplifying Intelligence,
 Research-Technology Management, 64:2, 11-17. 2021.
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Simulation-Based Failure Analysis: When Computers Tell People What to Do: A Work Practice Simulation of the Überlingen Mid-Air Collision. Amazon Kindle Print Replica e-book.  50 figures, 40 tables, References; and a Glossary. 360 pages. 
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The traffic collision avoidance advisory system (TCAS) is unaware of instructions air traffic controllers give to pilots.  Simulating the perception, beliefs, and actions of controllers and pilots in a fast-changing environment including TCAS reveals how cognitively complex interactions can emerge and technology becomes uncontrolled.  We show how a comprehensive model of this work system was developed in Brahms and used to predict design vulnerabilities by systematically simulating alternative behaviors of people and technology.

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Simulation-Based Automation Design: Designing Agents for People: Case Studies of the Brahms Work Practice Simulation Framework. Amazon Kindle Print Replica e-book.  57 figures, 19 tables, References; and a full Index. 446 pages. 
Six case studies describe how to design advanced technology that interacts with people in challenging environments, including cleaning up an oil spill in the ocean, orchestrating firefighting operations, planetary exploration, and running errands with a self-driving car.   A scientific R&D methodology is explained using "total system" simulation as a design tool.  Funding of such projects is discussed at length, including project reviews, survey & analysis of reviewing approaches.

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Most recent paper: "Transactional Systems of Exploration and Learning: The Okeanos Explorer,"  in J. Garrison, J. Öhman, L. Östman (Eds.), Deweyan Transactionalism in Education: Beyond Self-action and Inter-action, 2022, pp. 52–73.  
Viewing the people, remotely operated instruments, and the ship as a “collaboration system” for scientific exploration, we unpack "robotic mediation" to reveal a dependent hierarchy of responsibilities, with nested transactional activities. The emergent multidisciplinary coordination is a kind of dance that pursues intellectual interests within the technical operating constraints of the technology and the physical safety of the ship.

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Recommended: "Spatial Conception of Activities: Settings, Identity, and Felt Experience," in T. Hüenefeldt & A. Schlitte (Eds.) Situatedness and Place: Multidisciplinary Perspectives on the Spatio-temporal Contingency of Human Life, 2018, pp. 81–110.  With many illustrations, it synthesizes all my work on situated cognition, socio-technical systems design, and  the ethnography of field science. 

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Can we relate neuroscience to design practice?  At the Stanford Neurodesign Symposium on March 6, 2019, I presented a developmental perspective based on Arnold and Maslow's theory relating creativity to personal growth. Read the fully annotated presentation.

Recent Activities

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NOAA's Deep Discoverer ROV

I conducted an ethnographic study of telescience onboard the Okeanos Explorer using deep sea remotely operated vehicles during NOAA's American Samoa Expedition,  February-March 2017.
​Read my mission log and the report: Transactional Systems of Exploration and Learning: The Okeanos Explorer.
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Watch the presentation comparing oceanographic exploration with ROVs and Mars rover missions.
Watch operations in the Okeanos Explorer control room.

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I am also a judge in the Mars Society's University Rover Challenge.
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The Mars Desert Research Station is a living laboratory for future Martians:
​Training Creative Engineers: The Arcturus IV Case Study and Its Relation to MDRS.
 
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Book: Creative Engineering

These pioneering lectures on "design thinking" are based on the psychology of creativity & personal growth.
 Buy the Kindle book for $2.99.

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Read the companion Arcturus IV Case Study.

Study the Wikipedia article to learn about Arnold and his accomplishments. 
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Theoretical Foundations of Design Thinking:
Part I: John E. Arnold's Creative Thinking Theories
Part II: Robert H. McKim's Need-Based   Design Theory 
Part III: Robert H. McKim's Visual Thinking Theories
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Brahms Work Practice Simulation

An Air Force Research Lab project (Contested Airspace Simulation Testbed)
​is adapting the NextGen Aeronautics model we created at NASA
(Generalized Überlingen Model).
--> Re
ad the Brahms-CAST paper. 
--> Learn how  the "Digital Twin"
architecture relates
people and technology​ .

​--> See the Brahms-GÜM Poster. 

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Read an annotated presentation about OCAMS, an award-winning work system developed using Brahms at NASA.

** DID YOU CONSIDER THE FACT THAT PATIENT-1 IS NOT A COMPROMISED HOST?
The DARPA Explainable AI (XAI) Project returns to design principles of
​"expert systems" 40 years ago.
​Read about the GUIDON family
​(1975–1986) of explanation and instruction programs
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See my XAI publications below.
DARPA Explainable AI Publications co-authored with Psychology of Explanation team:
  • A Literature Meta-Review Synopsis of Key Ideas and Publications and Bibliography for Explainable AI
  • Explaining Explanation, Part 4: A Deep Dive on Deep Nets, IEEE Intelligent Systems, 33(3):87-95, 2018.
  • National Academies Board on Human System Integration (BOHSI) 2019 Panel: "Explainable AI, System Transparency, and Human Machine Teaming" — my annotated presentation: Critical Thinking about AI and Explanation
  • Explaining AI as an Exploratory Process: The Peircean Abduction Model​
  • Principles of Explanation in Human-AI Systems, "Explainable Agency in Artificial Intelligence Workshop," AAAI-2021.
  • Progress in XAI research (2017-2021) related to 1970s–1990s AI research developing instructional programs: 
    Methods and Standards for Research on Explainable Artificial Intelligence: Lessons from Intelligent Tutoring Systems, 
    Applied AI Letters, Nov 2021, open access.​

Professional Affiliations and Honors

  • Senior Research Scientist, Florida Institute of Human-Machine Cognition (IHMC), Pensacola
  • Memberships​
    • ​CONTACT Conference, Board of Directors
    • The Mars Society, University Rover Challenge Judge
    • Also: APS, AAAI, AIAA, AAAS, AAS, Cognitive Science, Planetary Society
  • Fellow
    • American College of Medical Informatics (1986)
    • Association for Advancement of Artificial Intelligence (1991)
    • Association for Psychological Science (2010)
    • National Academy of Inventors (2016)
    • American Association for the Advancement of Science (2019)
  • Award
    • The American Institute of Aeronautics and Astronautics (AIAA) 2014 Gardner-Lasser History Literature Award  for Working on Mars. 
    • FLAIRS (Florida AI Research Society): 2022 Douglas D. Dankel II Award (acceptance speech).
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  • Home
  • Books & Papers
  • Featured Publications
    • Working on Mars
  • Mars Society Activities
    • Press Reports