Handbook of Human-AI and Automation

Index

Locations are numbered in brackets, not pages. Chapter mentions come first; a bold number is the glossary definition.

A

A* search [1] [2]
Absolute Trust [1] [2]
Absolute Trusting [1] [2]
Accountability [1] [2] [3] [4] [5]
ACT-R [1] [2]
Adaptive cruise control [1] [2] [3] [4]
Agent
AGI (Artificial General Intelligence)
Agile development [1] [2]
AI alignment (values)
AI Bias
AI-assisted decision making [1] [2]
Algorithm
Algorithm aversion [1] [2] [3]
Algorithmic decision-making
Alignment
Alignment problem (AI safety)
Altruistic punishment [1] [2]
Amershi HAI design guidelines
ANI
Anthropomorphic attributions
Anthropomorphic design [1] [2] [3] [4]
Anthropomorphic expectations
Anthropomorphic expectations/attributions
Anthropomorphism [1] [2] [3] [4] [5] [6] [7] [8]
Anti-trusting [1] [2]
Applied Cognitive Task Analysis (ACTA) [1] [2]
Appropriate trust [1] [2] [3]
APT (Argument-based probabilistic trust) [1] [2]
Artificial Intelligence [1] [2] [3] [4] [5] [6] [7] [8] [9]
Artificial Neural Network [1] [2] [3]
ASI (Artificial Super Intelligence)
Auditability
Authority Hypothesis [1] [2] [3]
Authority-based trusting [1] [2]
Automation [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11]
Automation Bias [1] [2] [3] [4] [5]

B

Back Propagation
Backtracking (search)
Backward chaining [1] [2] [3]
Bag-of-words model [1] [2]
Bayes Network [1] [2]
Bayesian inference [1] [2] [3]
Behavior Tree
Beneficence
Bias in computer systems
Black box [1] [2]
Blackboard System
Blind trust [1] [2]
Boundary conditions (automation) [1] [2] [3]
Boundary conditions (theory)

C

CAPTCHA [1] [2]
CASA [1] [2] [3]
Case-based reasoning (CBR) [1] [2]
Chain-of-Thought Prompting
Charrette [1] [2]
Chess engines
Classifier or Classification System
Clumsy automation [1] [2] [3]
Clustering [1] [2] [3]
CO-STAR Method
Coactive Design [1] [2] [3]
Coffee test [1] [2]
Cognition-based trust [1] [2]
Cognitive anthropomorphism [1] [2]
Cognitive architecture [1] [2] [3]
Cognitive Decathlon [1] [2]
Cognitive digital twin [1] [2] [3]
Cognitive Load Theory [1] [2]
Cognitive Systems Engineering (CSE) [1] [2] [3] [4] [5]
Cognitive Task Analysis (CTA) [1] [2]
Cognitive Tutorial
Cognitive Work Analysis (CWA) [1] [2]
Cognitve Task Analysis
Collaboration lifecycle [1] [2]
Collaborative Filtering [1] [2]
Competence (fidelity)
Competence envelope [1] [2] [3] [4] [5] [6] [7]
Componential trust [1] [2] [3]
Computers in-the-loop
Concept map [1] [2]
Constraint Satisfaction Problem (CSP)
Contestability [1] [2]
Context window [1] [2]
Contextual Design [1] [2]
Contextual trust [1] [2]
Contingent Trusting [1] [2]
Contractual Trust [1] [2]
Controller
conversational agent
Cost Function [1] [2] [3]
Counter-trusting [1] [2]
Critical Decision Method [1] [2] [3] [4]
Critical periods (HCAI lifecycle) [1] [2]
Cybernetics [1] [2] [3] [4] [5] [6]

D

Dark patterns [1] [2] [3] [4]
Data Card
Deep learning [1] [2] [3] [4] [5]
Default trusting [1] [2]
Defensive monitoring [1] [2]
Dependability [1] [2]
Design thinking [1] [2]
Desirable difficulty [1] [2]
Desirements [1] [2] [3]
Digital Twin [1] [2] [3] [4]
Digressive Trusting [1] [2]
Dijkstra's Algorithm [1] [2]
Dimensionality reduction [1] [2] [3]
Directability [1] [2]
Distributed Cognition [1] [2]
Distributional verisimilitude [1] [2]
Distrust [1] [2] [3] [4] [5] [6] [7]
Disuse (automation) [1] [2]
Domination (fidelity)

E

Ecological Interface Design [1] [2]
Effective anthropomorphism [1] [2]
ELIZA [1] [2] [3]
Emotional Connection [1] [2]
Emulation (human-like AI)
Encapsulated trust [1] [2]
Ethopoeia [1] [2] [3]
Evidence-based licensure
Evolutionary algorithm [1] [2] [3]
Experiential User Guide [1] [2]
Expert System [1] [2] [3]
Explainability [1] [2] [3] [4] [5] [6] [7]
Explainable AI [1] [2] [3] [4] [5]

F

Faith-based trusting [1] [2]
Feed-Forward Neural Network
Feigenbaum Test [1] [2]
Few-shot prompting
Filter bubble [1] [2]
Fine-tuning [1] [2]
formative assessment [1] [2]
Forward chaining
Functional mental models [1] [2]
Functional understanding [1] [2]
Functionality (anthropomorphism space)

G

GAMs
General Problem Solver (GPS)
Generate and test [1] [2]
Generative AI [1] [2] [3] [4] [5] [6] [7] [8]
generative model [1] [2] [3]
Genetic algorithm [1] [2] [3]
Glass Box Model [1] [2]
Global Explanation
Good regulator theorem [1] [2] [3]
Gradient descent [1] [2] [3]

H

Hallucination [1] [2] [3] [4]
heuristic
Human Readiness Level (HRL) [1] [2]
Human-agent teaming
Human-AI collaboration [1] [2] [3] [4]
Human-AI Interaction (HAII) [1] [2]
Human-AI teaming [1] [2] [3] [4]
Human-automation interaction [1] [2] [3]
Human-autonomy teaming [1] [2] [3]
Human-centered AI [1] [2] [3] [4] [5] [6] [7] [8]
Human-centered machine learning
Human-in-the-loop [1] [2]
Human-in-the-loop ML [1] [2]
human-machine teaming [1] [2] [3] [4]
Human-Robot Interaction (HRI) [1] [2]
Humanization [1] [2] [3]
Human–Computer Trust (HCT) [1] [2]
Hybrid Intelligence [1] [2]

I

ICAP framework
IEEE P7007 Standard on Transparency
Illusion of Understanding
Imitation Game [1] [2]
In-context learning in LLMS
Information retrieval [1] [2] [3]
information transparency
Intelligence
Interactive Human-Centered AI (IHCAI) [1] [2]
Interactivity (anthropomorphism space)
Interpretability
Ironies of automation [1] [2]

J

Jagged Technological Frontier [1] [2]
Joint activity
Joint cognitive systems [1] [2]
Justifiability
Justified mistrusting [1] [2]
Justified trusting [1] [2] [3]

K

Knowledge elicitation bottleneck [1] [2]
Knowledge transfer and exchange (KTE)

L

leakage
Lens model [1] [2] [3]
Levels of automation [1] [2]
LIME
LLMs [1] [2] [3] [4] [5] [6]
Logistic regression [1] [2]
Loss Function [1] [2]
LSA

M

Machine Learning [1] [2] [3] [4] [5] [6] [7] [8] [9]
Macrocognition [1] [2]
Markov model [1] [2] [3]
material transparency
Mayer-Hancock trust framework [1] [2]
Mechamorphism [1] [2] [3]
Mechanistic mental models [1] [2]
Mental Model [1] [2] [3] [4] [5] [6] [7] [8] [9] [10]
Mental Model Matrix [1] [2] [3] [4]
Mental Model of a Dynamic System
Mentalism [1] [2] [3]
Metaphor Model
Microcognition
Microworld [1] [2]
Minimum necessary rigor [1] [2] [3] [4]
Mistrusting [1] [2]
Misuse (automation) [1] [2]
Mixed Initiative Interaction/Planning [1] [2]
Model Card
Monte Carlo Sampling
Moravec's paradox [1] [2] [3]
Mutual Theory of Mind (MToM) [1] [2]

N

N-gram [1] [2] [3]
natural language processing [1] [2] [3] [4]
Naturalistic Decision Making [1] [2]

O

Observability [1] [2] [3]
One-Shot Prompting
Optimization [1] [2] [3] [4]
Oracle-based testing
Organizational trust [1] [2] [3]
Overfitting [1] [2]
Overtrust [1] [2] [3] [4]

P

PageRank [1] [2] [3]
Participatory design [1] [2]
Pathfinder networks [1] [2]
PCA
Perceived trustworthiness [1] [2] [3]
PID controller [1] [2] [3]
Pre-training
Predictability [1] [2] [3] [4]
Premortem [1] [2]
Procedural Justice
Production-Rule System
Progressive Trust [1] [2]
Progressive Trusting [1] [2]
Prompt
Prompt Engineering
Propensity to trust [1] [2] [3]

Q

Q-learning [1] [2] [3] [4]

R

RAG in LLMs [1] [2]
rational agent [1] [2]
Recognition-Primed Decision (RPD)
Recommender System [1] [2] [3] [4]
Recurrent Neural Network [1] [2] [3]
reflective transparency
Reinforcement learning [1] [2] [3] [4] [5]
Reinforcement Learning from Human Feedback (RLHF) [1] [2]
Reinforcement Learning with Human Feedback
Reliability [1] [2] [3] [4] [5]
Reliance [1] [2] [3] [4] [5]
Resemblance (fidelity)
Resilience Engineering [1] [2]
Reversal Curse
Reverse Turing test [1] [2]
Rule-based system [1] [2] [3]

S

SAE J3016 (Levels of Driving Automation)
Safety
Scalable Human Oversight
Scrum [1] [2]
Self-Exfiltration
Sentiment analysis [1] [2] [3] [4]
SHAP [1] [2] [3] [4]
Shapley Value
Shared mental models [1] [2]
Shared responsibility [1] [2] [3]
Shifting bottlenecks [1] [2] [3]
Simulacra [1] [2] [3]
Situated cognition [1] [2] [3]
Situation awareness [1] [2] [3]
Skeptical trusting [1] [2]
SLAM [1] [2] [3]
Social Actor [1] [2] [3]
Social Robotics [1] [2] [3] [4] [5] [6]
Socio-technical system [1] [2]
Sociotechnical systems [1] [2]
Soft-max confidence
Spiritualism [1] [2] [3]
SQA (Social Q&A)
Stable trusting [1] [2]
Stakeholder alignment (adaptive management)
Stakeholder analysis [1] [2] [3]
Stakeholder Playbook [1] [2]
Stochastic parrot
Strong AI
Structural mental models [1] [2] [3]
Supervised learning [1] [2] [3]
Supervisory control
Surrogate Model [1] [2]
SVD
Swift Trust [1] [2] [3]
Symbolic AI [1] [2] [3]

T

Technological Readiness Level (TRL) [1] [2]
Technology Acceptance Model (TAM) [1] [2]
Tentative trusting [1] [2]
Theory of Mind [1] [2]
Thera-Turing test [1] [2]
Think-aloud protocol [1] [2] [3]
Three R's of trust
Toulmin model [1] [2]
Training vs. deployment
Transparency [1] [2]
transparency, transformational
transparency-in-use
Tree of knowledge
Trust
Trust calibration [1] [2] [3]
Trust in Automation (TiA) [1] [2]
Trust in XAI Context (TXAI) [1] [2]
Trustworthiness [1] [2] [3] [4] [5] [6]
Trustworthy AI [1] [2] [3]
Turing Test [1] [2] [3]

U

Universal Intelligence Measure [1] [2]
Unjustified mistrusting
Unjustified trusting [1] [2] [3]
Unsupervised learning [1] [2] [3]
Unwarranted trust
User expectations of AI [1] [2]

V

Verisimilitude (fidelity)
Vignette (research) [1] [2]

W

Warranted trust [1] [2] [3]
Weaponized anthropomorphism [1] [2]
Wizard of Oz (WOZ) [1] [2] [3]
Work domain analysis
Work-Integrated Learning (WIL) [1] [2]

Z

Zero-Shot Prompting

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