TUX: Measuring Human--AI Tacit Understanding

arXiv:2605.30930 · cs.HC, cs.AI, cs.CL, cs.CY · Submitted 2026-05-29 · Read on arXiv

cs.HC, cs.AI, cs.CL, cs.CY

Submitted: 2026-05-29

Updated: 2026-09-02

Terminology

• Alignment — 35× in this paper · explained in 1 episode
• Core — 24× in this paper · explained in 2 episodes
• Benchmark — 14× in this paper · explained in 2 episodes
• Calibration — 12× in this paper · explained in 7 episodes
• Ablation — 5× in this paper · explained in 1 episode
• Consistency — 5× in this paper · explained in 3 episodes
• AI Alignment — 4× in this paper · explained in 2 episodes
• Accuracy — 4× in this paper · explained in 1 episode
• Robustness — 4× in this paper · explained in 5 episodes
• Cooperation — 3× in this paper · explained in 2 episodes
• Grounding — 3× in this paper · explained in 3 episodes
• Explainability — 2× in this paper · explained in 3 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Large Language Models (LLMs) — 2× in this paper · explained in 6 episodes
• Personalization — 2× in this paper · explained in 2 episodes
• Steering — 2× in this paper · explained in 2 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Agent Architectures — 1× in this paper · explained in 1 episode
• Agent Interactions — 1× in this paper · explained in 1 episode
• Agent Memory — 1× in this paper · explained in 1 episode
• Generalization — 1× in this paper · explained in 13 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Persona Prompting — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Reward Function — 1× in this paper · explained in 2 episodes
• Scaffolding — 1× in this paper · explained in 3 episodes
• Semantic Similarity — 1× in this paper · explained in 2 episodes
• Trace — 1× in this paper · explained in 2 episodes

Sources

• Not My Truce: Personality Differences in AI-Mediated Workplace Negotiation
• Evaluating Human-AI Collaboration: A Review and Methodological Framework
• From Persona to Personalization: A Survey on Role-Playing Language Agents
• PAIR-SAFE: A Paired-Agent Approach for Runtime Auditing and Refining AI-Mediated Mental Health Support
• A Survey of Direct Preference Optimization
• Do Role-Playing Agents Practice What They Preach? Belief-Behavior Consistency in LLM-Based Simulations of Human Trust
• AI Psychosis: Does Conversational AI Amplify Delusion-Related Language?
• LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals
• Steering Language Models With Activation Engineering
• SPIN-Bench: How Well Do LLMs Plan Strategically and Reason Socially?

Related papers

• EduGage: A Multimodal Dataset and Benchmark for Sensor-Based Momentary Assessment of Engagement in Self-Guided Video Learning
• EvoDesign: Agentic Editable Diagram Creation via Design Expertise Evolution
• HAGI++: Head-Assisted Gaze Imputation and Generation
• Linking Behaviour and Perception to Evaluate Meaningful Human Control over Partially Automated Driving
• Review of Explainable Decision Support and Adaptive Human-Machine Interfaces for Automation Transparency in Maritime Autonomous Surface Ships
• Towards Cognitive Process-Aware Proactive Writing Support