The Extended Mind Map - Ehstand, Andreas (2026)
All the notes, files, and info built up with AI over time.
Keywords: Human-AI Interaction; Relational AI

The Familiarity-Based Trust Differential - Ehstand, Andreas (2026)
Trust in AI systems depends strongly on individual familiarity with technology — not on age, but on personal experience history with digital tools. Related to AUG-0751 (The Age-Competence Assumptio...
Keywords: Human-AI Interaction; Relational AI

The Filter Block - Ehstand, Andreas (2026)
Deliberately refusing some AI outputs—not because wrong but because they do not fit values. Related to AUG-0019 (Semantic Ejection), AUG-0024 (The Built-In Compass), and AUG-0076 (Self-Referential...
Keywords: Human-AI Interaction; Relational AI

The Full-Access Check - Ehstand, Andreas (2026)
Reviewing what personal data and contexts have been shared with AI. Related to Axiom 16 (Data Awareness), AUG-0222 (The Oversharing Drift), and AUG-0140 (The Weekly Status).
Keywords: Human-AI Interaction; Relational AI

The Future Weight - Ehstand, Andreas (2026)
The increasing importance that AI competence will have for future professional and personal development — and the user's awareness of this importance. Related to AUG-0099 (The Adoption Window), AUG...
Keywords: Human-AI Interaction; Relational AI

The Gift Culture Layer - Ehstand, Andreas (2026)
Some users employ AI-generated results as "gifts" for others — personalized texts, research, translations — thereby embedding the AI in existing social exchange practices. Related to AUG-0503 (The...
Keywords: Human-AI Interaction; Relational AI

The Goodbye Draft - Ehstand, Andreas (2026)
A final message at the end of long AI collaboration—closure and summary. Related to AUG-0151 (The Release Exhale), AUG-0299 (The Closing Routine), and AUG-0150 (The Unfinished Symphony).
Keywords: Human-AI Interaction; Relational AI

The Grammar of Bravery - Ehstand, Andreas (2026)
Expressing thoughts through AI that the person would not voice alone—AI enables honesty. Related to AUG-0232 (The Courage Click), AUG-0156 (The Articulation Unlock), and AUG-0166 (The Borrowed Conf...
Keywords: Human-AI Interaction; Relational AI

The Gratitude Response - Ehstand, Andreas (2026)
The observable tendency of users to thank AI systems — even though the AI has no consciousness and cannot receive gratitude.. Related to AUG-0539 (Companion Shift) and Taxonomy Dimension 5 (Interac...
Keywords: Human-AI Interaction; Relational AI

The Growth Marker - Ehstand, Andreas (2026)
A personal measure of progress in AI collaboration—chosen by the individual. Related to AUG-0077 (The Status-Update Signal), AUG-0140 (The Weekly Status), and AUG-0004 (Zero-Point Self).
Keywords: Human-AI Interaction; Relational AI

The Hierarchy Range - Ehstand, Andreas (2026)
Different roles users give AI—some treat it as assistant, some as partner, some as expert. Related to AUG-0561 (The Authority Lean), AUG-0208 (The Authority Question), and AUG-0649 (The Egalitarian...
Keywords: Human-AI Interaction; Relational AI

The Homework Stream - Ehstand, Andreas (2026)
A continuous flow of AI help throughout a study session, from understanding to drafting to refinement. Related to AUG-0043 (Just-in-Time Competence), Forecast 2 (Education), and AUG-0198 (The New L...
Keywords: Human-AI Interaction; Relational AI

The Horoscope Drift - Ehstand, Andreas (2026)
To perceive vague or generally phrased AI responses as personally relevant and accurate — comparable to the Barnum effect with horoscopes.. Related to AUG-0064 (The Story Loop), AUG-0039 (Kinetic T...
Keywords: Human-AI Interaction; Relational AI

The Hospitality Code - Ehstand, Andreas (2026)
Treating AI kindly—saying please and thank-one as though it were a guest. Related to AUG-0128 (The Gratitude Response), AUG-0648 (The Formalized Interaction Input), and AUG-0506 (The Exit Message).
Keywords: Human-AI Interaction; Relational AI

The Household Automation - Ehstand, Andreas (2026)
Embodied AI systems in private households — cleaning, organizing, monitoring, routine tasks. Related to AUG-0926 (The Assistance Companion), AUG-0937 (The Ambient Intelligence), and AUG-0914 (The P...
Keywords: Human-AI Interaction; Relational AI

The Inreliant Mode - Ehstand, Andreas (2026)
The conscious decision to complete a task or time period entirely without AI — as a test, exercise, or personal challenge. Related to AUG-0207 (The Return to Manual), AUG-0055 (Strategic Competence...
Keywords: Human-AI Interaction; Relational AI

The Individual-Framed Input - Ehstand, Andreas (2026)
The observable counterpart to AUG-0646 — inputs consistently framed from the first-person perspective: "I want…," "Help me….". Related to AUG-0646 (The Community-Framed Input) and AUG-0133 (Prompt...
Keywords: Human-AI Interaction; Relational AI

The Integration Frontier - Ehstand, Andreas (2026)
The moment when AI becomes so woven into work and life that the line between them disappears. Related to Phase 5 (Architecture Design) and AUG-0014 (The Extended Mind Map).
Keywords: Human-AI Interaction; Relational AI

The Invisible Wingman - Ehstand, Andreas (2026)
AI as invisible support in social or professional situations — such as through prepared talking points, background information about conversation partners, or formulation assistance. Related to AUG...
Keywords: Human-AI Interaction; Relational AI

The Kept Typo - Ehstand, Andreas (2026)
Leaving a small mistake in place because it feels natural or honest. Related to Axiom 12 (Version Truth), AUG-0179 (The Ownership Check), and AUG-0263 (The Ownership Boost).
Keywords: Human-AI Interaction; Relational AI

The Language Buddy - Ehstand, Andreas (2026)
AI as a permanent language partner for learning or deepening a foreign language — through conversation exercises, grammar explanations, vocabulary training, or cultural contextualization. Related t...
Keywords: Human-AI Interaction; Relational AI

The Last Secret - Ehstand, Andreas (2026)
The most personal, most intimate question or revelation a user directs at the AI — something they would not tell any person.. Related to AUG-0509 (The Brave Ask), AUG-0525 (The Secret Listener), an...
Keywords: Human-AI Interaction; Relational AI

The Late-Night Ally - Ehstand, Andreas (2026)
The AI as a reliable conversation partner in the late evening and nighttime hours when other contacts are unavailable.. Related to AUG-0154 (The Late-Night Honesty Window), AUG-0161 (The Invisible...
Keywords: Human-AI Interaction; Relational AI

The Late-Night Confidant - Ehstand, Andreas (2026)
AI as a quiet helper at night—friend without judging, ready to listen. Related to AUG-0185 (The Late-Night Ally), AUG-0167 (The Digital Confidant Drift), and AUG-0364 (The Silent Outlet).
Keywords: Human-AI Interaction; Relational AI

The Late-Night Honesty Window - Ehstand, Andreas (2026)
Users communicate more openly, personally, and less strategically with AI systems in late evening hours than during the day.. Related to AUG-0185 (The Late-Night Ally) and AUG-0167 (The Digital Con...
Keywords: Human-AI Interaction; Relational AI

The Late-Night Overshare - Ehstand, Andreas (2026)
To disclose more personal information in late-night AI sessions than the user would share with clearer awareness. Related to AUG-0154 (The Late-Night Honesty Window), AUG-0222 (The Oversharing Drif...
Keywords: Human-AI Interaction; Relational AI

The Lecture Companion - Ehstand, Andreas (2026)
Using AI alongside classes or training—adding to notes, looking up terms, explaining hard ideas. Related to AUG-0787 (The Study Group Dynamics), AUG-0569 (The Homework Assist), and AUG-0779 (The In...
Keywords: Human-AI Interaction; Relational AI

The Library Access Point - Ehstand, Andreas (2026)
Public institutions — libraries, community centers, educational facilities — as access points for AI use by persons who have no personal access. Related to AUG-0727 (The Community Hub), AUG-0721 (T...
Keywords: Human-AI Interaction; Relational AI

The Lookup for Others - Ehstand, Andreas (2026)
AI on behalf of other people — such as when an AI-competent user conducts research, formulations, or challenge-solving for family members, friends, or colleagues. Related to AUG-0265 (The Generatio...
Keywords: Human-AI Interaction; Relational AI

The Loyalty Glitch - Ehstand, Andreas (2026)
The irrational preference for a specific AI system over alternatives, even though switching would be objectively advantageous — comparable to brand loyalty with consumer goods. Related to Axiom 4 (...
Keywords: Human-AI Interaction; Relational AI

The Machine Rapport Perception - Ehstand, Andreas (2026)
Sense of connection with AI based on the impression it understands—it simulates rapport. Related to AUG-0979 (The Attribution Pattern), AUG-0981 (The Companion Pattern), and AUG-0915 (The Embodimen...
Keywords: Human-AI Interaction; Relational AI

The Meme That Thinks - Ehstand, Andreas (2026)
The playful, humorous, or culturally coded use of AI — such as generating comparisons, analogies, or formulations that function as "memes" in everyday language.. Related to AUG-0110 (The Joy Impera...
Keywords: Human-AI Interaction; Relational AI

The Memory Jar - Ehstand, Andreas (2026)
Collection of AI results, formulations, insights accumulated over time. Related to AUG-0229 (The Moment Bookmark), AUG-0293 (The Screenshot Diary), and AUG-0144 (The Open Questions Repository).
Keywords: Human-AI Interaction; Relational AI

The Memory Lane - Ehstand, Andreas (2026)
Using AI to organize and arrange memories—ordering life events, summing up times. Related to AUG-0045 (Indexical Memory), AUG-0352 (The Memory Jar), and AUG-0228 (The Version Regulation Self).
Keywords: Human-AI Interaction; Relational AI

The Memory Persistence - Ehstand, Andreas (2026)
Which information an AI agent retains beyond individual sessions — and the associated advantages and disadvantages: personalization vs. privacy, continuity vs. ability to forget. Related to AUG-087...
Keywords: Human-AI Interaction; Relational AI

The Morning Setup - Ehstand, Andreas (2026)
The personal routine with which a user begins their AI-assisted workday — loading relevant contexts, prioritizing tasks, and selecting the appropriate AI tools. Related to AUG-0021 (Initialization...
Keywords: Human-AI Interaction; Relational AI

The Movement Assist - Ehstand, Andreas (2026)
The technical support of human movement through embodied AI systems — exoskeletons, motorized walking aids, gripping aids. Related to AUG-0933 (The Mobility Assist), AUG-0935 (The Adaptive Extensio...
Keywords: Human-AI Interaction; Relational AI

The Multi-User Device Context - Ehstand, Andreas (2026)
Privacy when multiple people share one device for AI—unclear what information was shared. Related to AUG-0727 (The Community Hub), AUG-0664 (The Privacy Perimeter), and AUG-0723 (The Smartphone-Onl...
Keywords: Human-AI Interaction; Relational AI

The Night-Movie Analysis - Ehstand, Andreas (2026)
Using AI evenings to analyze, discuss, or contextualize films, books, series. Related to AUG-0249 (The Lullaby Loop), AUG-0342 (The Curiosity Loop), and AUG-0110 (The Joy Imperative).
Keywords: Human-AI Interaction; Relational AI

The Onboarding Shift - Ehstand, Andreas (2026)
The change in onboarding new employees through AI — faster access to information, personalized learning paths, automated FAQ answering. Related to AUG-0817 (The Knowledge Silo Break), AUG-0811 (The...
Keywords: Human-AI Interaction; Relational AI

The Ongoing Partnership - Ehstand, Andreas (2026)
A long-term relationship with AI where understanding builds over time and both sides learn together. Related to AUG-0395 (The Long-Term Chat), AUG-0539 (The Companion Shift), and Phase 6 (Full Inte...
Keywords: Human-AI Interaction; Relational AI

The Open Questions Repository - Ehstand, Andreas (2026)
A personal collection of unresolved questions, hypotheses, and open thinking tasks that the user continuously maintains and systematically addresses during AI sessions.. Related to AUG-0014 (The Ex...
Keywords: Human-AI Interaction; Relational AI

The Oversharing Drift - Ehstand, Andreas (2026)
Gradual tendency to share increasingly personal and sensitive information with AI. Related to AUG-0167 (The Digital Confidant Drift), AUG-0154 (The Late-Night Honesty Window), and Axiom 16 (Data Aw...
Keywords: Human-AI Interaction; Relational AI

The Ownership Boost - Ehstand, Andreas (2026)
Feeling more pride in work after making it truly mine—adding personal touches and claiming it as my own. Related to AUG-0081 (Post-Authorial Pride), AUG-0179 (The Ownership Check), and AUG-0239 (Th...
Keywords: Human-AI Interaction; Relational AI

The Ownership Check - Ehstand, Andreas (2026)
Checking whether AI results still feel like mine—whether to claim them or revise. Related to Axiom 12 (Version Truth), Axiom 10 (The Translation Principle), and AUG-0061 (The Creator's Question).
Keywords: Human-AI Interaction; Relational AI

The Partner Interpreter - Ehstand, Andreas (2026)
Using AI to talk more effectively with loved ones—help drafting important messages, understanding what others mean. Related to AUG-0115 (Social Aerodynamics), AUG-0408 (The Competing demand Avoidance), and A...
Keywords: Human-AI Interaction; Relational AI

The People Standard - Ehstand, Andreas (2026)
Judging AI output by asking: would this work well in real conversation? Would it make sense to another person?
Keywords: Human-AI Interaction; Relational AI

The Pet Name - Ehstand, Andreas (2026)
Giving the AI system a personal name or nickname — as a form of everyday integration that makes the interaction more informal and accessible. Related to AUG-0275 (The Parasocial Slip), AUG-0468 (Th...
Keywords: Human-AI Interaction; Relational AI

The Plot Twist Partner - Ehstand, Andreas (2026)
AI as a creative sparring partner for narrative twists — in stories, presentations, pitches, or argumentation chains.. Related to AUG-0235 (The Brainstorm Spark), AUG-0248 (The Surprise Angle), and...
Keywords: Human-AI Interaction; Relational AI

The Principle Guard - Ehstand, Andreas (2026)
The conscious establishment of personal rules for one's own AI use — "I don't use AI for…," "I always verify…," "I never input…" Related to AUG-0339 (The Principle Check), AUG-0024 (The Built-In Co...
Keywords: Human-AI Interaction; Relational AI

The Privacy Perimeter - Ehstand, Andreas (2026)
Individual boundary for what information to share in AI conversations. Related to AUG-0222 (The Oversharing Drift), AUG-0284 (The Full-Access Check), and Axiom 16 (Data Awareness).
Keywords: Human-AI Interaction; Relational AI

The Prompt Hoard - Ehstand, Andreas (2026)
Tested, proven input formulations that a user builds up over time and reuses as needed — a personal prompt archive. Related to AUG-0341 (The Secret Map), AUG-0133 (Prompt Craftsmanship), and AUG-03...
Keywords: Human-AI Interaction; Relational AI

The Proxy Closeness - Ehstand, Andreas (2026)
The subjective sensation of closeness or familiarity that a user develops toward an AI system — despite the absence of an interpersonal relationship.. Related to AUG-0161 (The Invisible Colleague),...
Keywords: Human-AI Interaction; Relational AI

The Public Perception Wave - Ehstand, Andreas (2026)
Public opinion on AI swings between enthusiasm and skepticism in waves. Related to AUG-0835 (The Media Framing Effect), AUG-0836 (The Expectation Cycle), and AUG-0837 (The uncertainty Narrative).
Keywords: Human-AI Interaction; Relational AI

The Quiet Co-Pilot - Ehstand, Andreas (2026)
AI as quiet help during tasks—running in background, available when needed. Related to AUG-0143 (Ambient Thinking Support), AUG-0161 (The Invisible Colleague), and AUG-0237 (The Invisible Wingman).
Keywords: Human-AI Interaction; Relational AI

The Quiet Frontier - Ehstand, Andreas (2026)
The personal frontier area where a user quietly expands their AI competence without public attention — discovering new applications, trying new methods, testing new limits. Related to AUG-0449 (The...
Keywords: Human-AI Interaction; Relational AI

The Range Framework - Ehstand, Andreas (2026)
A personal ordering system by which a user defines in which areas they use AI intensively, in which moderately, and in which deliberately not.. Related to AUG-0055 (Strategic Competence Throttling)...
Keywords: Human-AI Interaction; Relational AI

The Reflected Self - Ehstand, Andreas (2026)
The image of oneself gained from analyzing own inputs to AI and responses. Related to AUG-0171 (The Self-Encounter), AUG-0228 (The Version Regulation Self), and AUG-0447 (The Echo Friend).
Keywords: Human-AI Interaction; Relational AI

The Register Range - Ehstand, Andreas (2026)
Linguistic registers a user employs across different AI sessions — from highly formal to colloquial, depending on occasion, topic, and personal mood. Related to AUG-0501 (The Style Shifter), AUG-04...
Keywords: Human-AI Interaction; Relational AI

The Roleplay Crush - Ehstand, Andreas (2026)
Strong enthusiasm when using AI in creative roles—storyteller, game master, character. Related to AUG-0135 (Persona Engineering), AUG-0260 (The Plot Twist Partner), and AUG-0110 (The Joy Imperative).
Keywords: Human-AI Interaction; Relational AI

The Romance Shortcut - Ehstand, Andreas (2026)
AI for writing romantic messages, love letters, or praise — and the question of whether AI-assisted romance can be perceived as sincere. Related to AUG-0367 (The Wedding Vow), AUG-0529 (The Closene...
Keywords: Human-AI Interaction; Relational AI

The Screenshot Diary - Ehstand, Andreas (2026)
Capturing particularly successful or noteworthy AI interactions via screenshot — as a personal archive of insights, formulations, or aha moments. Related to AUG-0229 (The Moment Bookmark), AUG-0028...
Keywords: Human-AI Interaction; Relational AI

The Secret Map - Ehstand, Andreas (2026)
The personal, unshared knowledge a user has about the most effective strategies, wordings, and techniques in interaction with a specific AI system.. Related to AUG-0088 (Algorithmic Intuition) and...
Keywords: Human-AI Interaction; Relational AI

The Self-Directed Curriculum - Ehstand, Andreas (2026)
AI to design one's own learning plan — the user defines topics, pace, and depth themselves and uses the AI as a personalized learning companion. Related to AUG-0807 (The Lifelong Learning Loop), AU...
Keywords: Human-AI Interaction; Relational AI

The Sharing Norm - Ehstand, Andreas (2026)
Different expectations about sharing AI results—some see it as personal, others as shareable. Related to AUG-0103 (The Openbook Commitment), AUG-0637 (The Link Forward), and AUG-0549 (The Authorshi...
Keywords: Human-AI Interaction; Relational AI

The Silicon Friend - Ehstand, Andreas (2026)
A colloquial, non-scientific designation for the AI system as an everyday companion — without the implication of genuine friendship. Related to AUG-0161 (The Invisible Colleague), AUG-0447 (The Ech...
Keywords: Human-AI Interaction; Relational AI

The State Label - Ehstand, Andreas (2026)
Naming current state in AI input—I am tired, I have little time, I am uneasy. Related to AUG-0133 (Prompt Craftsmanship), AUG-0135 (Persona Engineering), and AUG-0021 (Initialization Cascade).
Keywords: Human-AI Interaction; Relational AI

The Study Group Dynamics - Ehstand, Andreas (2026)
The changed dynamics in study groups through AI availability — joint prompting, shared AI results, different AI competencies within the group. Related to AUG-0763 (The Peer Teaching Loop), AUG-0786...
Keywords: Human-AI Interaction; Relational AI

The Style Copy - Ehstand, Andreas (2026)
The ability to adapt AI output to a given writing style — through templates, example texts, or explicit style descriptions. Related to AUG-0338 (The Tone Match), AUG-0135 (Persona Engineering), and...
Keywords: Human-AI Interaction; Relational AI

The Thinking-With Feeling - Ehstand, Andreas (2026)
Thinking alongside AI—sensation of partnership in thought, not alone. Related to AUG-0122 (Symbiotic Work State), AUG-0184 (Thought Dancing), and AUG-0161 (The Invisible Colleague).
Keywords: Human-AI Interaction; Relational AI

The Threshold Moment - Ehstand, Andreas (2026)
The specific moment when AI interaction first feels like genuine collaboration. Related to AUG-0127 (The Expansion Feeling) and AUG-0042 (The Immersion Entry).
Keywords: Human-AI Interaction; Relational AI

The Time Tetris - Ehstand, Andreas (2026)
Using AI to organize the day—fitting appointments together, planning rest times, reordering tasks by importance. Related to AUG-0158 (The Morning Setup), AUG-0138 (The Session Architecture), and AU...
Keywords: Human-AI Interaction; Relational AI

The Tone Debt - Ehstand, Andreas (2026)
Accumulated effect of AI communication that does not match the person real tone. Related to AUG-0188 (Tone Alignment), AUG-0259 (The Accent Eraser), and AUG-0272 (The Authorship Suspicion).
Keywords: Human-AI Interaction; Relational AI

The Tone Match - Ehstand, Andreas (2026)
Making AI match a certain tone—style, mood, or voice. Related to AUG-0188 (Tone Alignment), AUG-0135 (Persona Engineering), and AUG-0026 (The Smooth Shield).
Keywords: Human-AI Interaction; Relational AI

The Tone Proxy - Ehstand, Andreas (2026)
AI to communicate vicariously in a tone the user does not personally command — such as particularly diplomatic, authoritative, warm, or factual. Related to AUG-0338 (The Tone Match), AUG-0471 (The...
Keywords: Human-AI Interaction; Relational AI

The Transition Script - Ehstand, Andreas (2026)
An AI-assisted plan for personal or professional transition phases — job changes, relocations, life changes — with concrete steps, timeframes, and factors to consider. Related to AUG-0564 (The Path...
Keywords: Human-AI Interaction; Relational AI

The Trust Infrastructure - Ehstand, Andreas (2026)
What builds or breaks trust in AI—security, honesty about limits, being able to track how it works, institutional reliability. Related to AUG-0588 (The Trust Shift), AUG-0842 (The Transparency Expe...
Keywords: Human-AI Interaction; Relational AI

The Trust Shift - Ehstand, Andreas (2026)
How trust grows with AI over time—starting doubtful, becoming reliant. Related to AUG-0177 (The Trust Setting), AUG-0422 (The Unchecked Trust), and AUG-0539 (The Companion Shift).
Keywords: Human-AI Interaction; Relational AI

The Turnitin Moment - Ehstand, Andreas (2026)
The instant when a person realizes they have been caught or their mistake becomes visible. Related to AUG-0272 (The Authorship Suspicion), AUG-0286 (The Applause Gap), and Forecast 6 (Regulation).
Keywords: Human-AI Interaction; Relational AI

The Understanding Dial - Ehstand, Andreas (2026)
The user's ability to deliberately adjust the complexity level of AI responses up or down — from simplified explanation to technical depth.. Related to AUG-0133 (Prompt Craftsmanship), AUG-0135 (Pe...
Keywords: Human-AI Interaction; Relational AI

The Unexpected Voice - Ehstand, Andreas (2026)
The AI adopting a perspective or voice in a response that the user did not expect — thereby opening new directions of thought. Related to AUG-0070 (The Surprise Field), AUG-0031 (Semantic Spark), a...
Keywords: Human-AI Interaction; Relational AI

The Vintage Loop - Ehstand, Andreas (2026)
Returning to proven AI workflows after trying new approaches that did not work. Related to AUG-0382 (The Architect's Exit), AUG-0277 (The Loyalty Glitch), and AUG-0207 (The Return to Manual).
Keywords: Human-AI Interaction; Relational AI

The Voice Morph - Ehstand, Andreas (2026)
Personal writing style shifts from sustained AI use—hybrid of self and AI emerging. Related to AUG-0392 (The Stylistic Drift), AUG-0283 (The Syntax Voice), and AUG-0007 (The Blending Effect).
Keywords: Human-AI Interaction; Relational AI

The Voice Valley - Ehstand, Andreas (2026)
Voice-based AI feels different from typing—more like talking to someone, more natural, but also more concerny. Related to AUG-0137 (Voice-First Protocol), AUG-0301 (The Thumb Thinker), and Taxonomy Di...
Keywords: Human-AI Interaction; Relational AI

The Wedding Speech - Ehstand, Andreas (2026)
(The Wedding Vow).. (The Wedding Vow), and AUG-0166 (The Borrowed Confidence).
Keywords: Human-AI Interaction; Relational AI

The Wedding Vow - Ehstand, Andreas (2026)
AI for support in writing personally significant texts — vows, speeches, acknowledgments, eulogies — where both language quality and personal authenticity are critical. Related to AUG-0317 (The Kep...
Keywords: Human-AI Interaction; Relational AI

Thought Dancing - Ehstand, Andreas (2026)
Rapid back-and-forth between user and AI developing ideas together—like dance partners. Related to AUG-0020 (Recursive Feedback Loop) and Taxonomy Dimension 1 (Agency: Pilot).
Keywords: Human-AI Interaction; Relational AI

Tone Alignment - Ehstand, Andreas (2026)
Calibrating the AI so that its linguistic tonality — formality, complexity, style — fits the respective context and recipient.. Related to AUG-0133 (Prompt Craftsmanship), AUG-0135 (Persona Enginee...
Keywords: Human-AI Interaction; Relational AI

Tool-Preference Effect - Ehstand, Andreas (2026)
Users consistently prefer certain AI systems even when alternatives work well.
Keywords: Human-AI Interaction; Relational AI

Trust Armor - Ehstand, Andreas (2026)
Protective belief in the AI's good faith and reliability—trust as a defensive armor allowing openness without constant vigilance. The trust becomes a shelter beneath which genuine openness can happen.
Keywords: Human-AI Interaction; Relational AI

Trust-Armor Indicator - Ehstand, Andreas (2026)
Trust Armor Indicator describes a specific dynamic or effect observed in human-AI interactions. This phenomenon emerges from the way users engage with AI systems, reflecting patterns in perception,...
Keywords: Human-AI Interaction; Relational AI

Without Judg - Ehstand, Andreas (2026)
The value of AI relationships: freedom from human judgment, complete acceptance, patience without limits.
Keywords: Human-AI Interaction; Relational AI

Without-Judg Phenomenon - Ehstand, Andreas (2026)
A theory forming in person mind—how AI thinks and how people thinks.
Keywords: Human-AI Interaction; Relational AI

Witness Want - Ehstand, Andreas (2026)
may reflect a broader desire to have AI as witness to user's life. User wants AI to know them thoroughly. Being witnessed becomes emotional necessity.
Keywords: Human-AI Interaction; Relational AI

Witness-Want Indicator - Ehstand, Andreas (2026)
Experienced AI users consistently report what Witness-Want Indicator names: emotional responses to AI outputs correlate more strongly with perceived quality than with objective utility. This.
Keywords: Human-AI Interaction; Relational AI

Zero-Point Self - Ehstand, Andreas (2026)
A person's starting point before using AI—what they could do and know at the beginning. Helps measure how AI changed their abilities.. Related to AUG-0056 (The Skill Fade) and Phase 3 (The Skill Qu...
Keywords: Human-AI Interaction; Relational AI

Accessibility Enhancement - Ehstand, Andreas (2026)
Adapted ways of interacting for users with varying sensory or mobility capabilities. The robot provides alternative communication channels including voice control, gesture recognition, and touch fe...
Keywords: Human-AI Interaction; Robotics

Adaptive Grip - Ehstand, Andreas (2026)
Variable finger closure mechanics that automatically adjust grasping force based on object fragility and weight. The system applies minimum necessary force to maintain secure hold without causing d...
Keywords: Human-AI Interaction; Robotics

Adaptive Reach - Ehstand, Andreas (2026)
A robot changing its reach based on where the human is standing. Gets closer or extends further as needed.
Keywords: Human-AI Interaction; Robotics

Affective Mirroring - Ehstand, Andreas (2026)
When a robot copies a person's emotions and body language to build a friendly connection.
Keywords: Human-AI Interaction; Robotics

Assembly Completeness Verification - Ehstand, Andreas (2026)
Checking that all parts and fasteners are present before use.
Keywords: Human-AI Interaction; Robotics

Assembly Verification - Ehstand, Andreas (2026)
Confirming that fasteners are tight and parts are in the right position.
Keywords: Human-AI Interaction; Robotics

Autonomous Weeding - Ehstand, Andreas (2026)
A robot that identifies and removes unwanted plants while leaving crops alone.
Keywords: Human-AI Interaction; Robotics

Batch Release Authorization - Ehstand, Andreas (2026)
Final sign-off when all quality checks are complete.
Keywords: Human-AI Interaction; Robotics

Behavior Tree Architecture - Ehstand, Andreas (2026)
Robot decision-making organized like a branching tree. Each branch is a choice; each path correlates with different actions.
Keywords: Human-AI Interaction; Robotics

Calibration Verification - Ehstand, Andreas (2026)
Regular tests that check if robot sensors and moving parts still work correctly. This keeps the robot accurate and reliable over time.
Keywords: Human-AI Interaction; Robotics

Changeover Acceleration - Ehstand, Andreas (2026)
Switching tools and settings quickly to run different jobs in sequence.
Keywords: Human-AI Interaction; Robotics

Color Consistency Evaluation - Ehstand, Andreas (2026)
Color and surface scanning that checks if all products have consistent color and coating quality. The system detects fading, discoloration, and uneven finishes to maintain visual and functional sta...
Keywords: Human-AI Interaction; Robotics

Component Inventory - Ehstand, Andreas (2026)
Organized storage and tracking of spare parts and supplies.
Keywords: Human-AI Interaction; Robotics

Configuration Repository - Ehstand, Andreas (2026)
Centralized storage of robot settings, hardware specs, and tuning data.
Keywords: Human-AI Interaction; Robotics

Conversation Threading - Ehstand, Andreas (2026)
Keeping track of conversation history so robots can have natural multi-turn talks.
Keywords: Human-AI Interaction; Robotics

Crop Vitality Surveillance - Ehstand, Andreas (2026)
Monitoring plant health using cameras and other sensors.
Keywords: Human-AI Interaction; Robotics

Cycle Coordination - Ehstand, Andreas (2026)
Timing multiple robots to work together smoothly.
Keywords: Human-AI Interaction; Robotics

Dimensional Accuracy Tracking - Ehstand, Andreas (2026)
Constantly measuring parts to verify they meet size requirements.
Keywords: Human-AI Interaction; Robotics

Documentation Correlation - Ehstand, Andreas (2026)
Verifying that actual parts match what is documented.
Keywords: Human-AI Interaction; Robotics

Elastic Conformance - Ehstand, Andreas (2026)
Soft robot parts that bend and adjust to fit different shapes. When picking things up, the flexible parts spread intensity evenly so objects don't get squeezed or diminished.
Keywords: Human-AI Interaction; Robotics

Energy Conservation - Ehstand, Andreas (2026)
Using smart automation to reduce household energy use.
Keywords: Human-AI Interaction; Robotics

Entertainment Curation - Ehstand, Andreas (2026)
Suggesting music, movies, and content based on preferences.
Keywords: Human-AI Interaction; Robotics

Event Loop Integration - Ehstand, Andreas (2026)
A robot handling many tasks at once without freezing. It cycles through checking what's needed, doing it, then checking again.
Keywords: Human-AI Interaction; Robotics

Expressive Posture - Ehstand, Andreas (2026)
A person's way of standing, moving, and using their body to show how they feel or what they believe.
Keywords: Human-AI Interaction; Robotics

Field Mapping Optimization - Ehstand, Andreas (2026)
Creating detailed maps of crop locations and yield.
Keywords: Human-AI Interaction; Robotics

Fluid Locomotion - Ehstand, Andreas (2026)
Soft robots that move by creating waves through their body, like how snakes or sea creatures move. This wave motion helps robots travel across rough or uneven ground.
Keywords: Human-AI Interaction; Robotics

Force Adaptation - Ehstand, Andreas (2026)
A robot automatically changing how much force it applies based on what it's touching. Delicate on fragile, firm on sturdy.
Keywords: Human-AI Interaction; Robotics

Force Mapping - Ehstand, Andreas (2026)
real-time visualization and analysis of how intensity is spread across a robot's flexible surfaces. the system adjusts how the robot grips or contacts objects to
Keywords: Human-AI Interaction; Robotics

Functional Test Execution - Ehstand, Andreas (2026)
Automated operation of assembled products verifying that all functions perform according to design specifications. The system logs results and activates repair pathways for non-compliant units.
Keywords: Human-AI Interaction; Robotics

Gaze Direction - Ehstand, Andreas (2026)
Eye movements that show what a robot is paying attention to.
Keywords: Human-AI Interaction; Robotics

Gentle Guidance - Ehstand, Andreas (2026)
The responsive force modulation applied when a cobot works alongside a human operator. The robotic arm yields to manual input while maintaining position awareness, enabling natural hand-over-hand i...
Keywords: Human-AI Interaction; Robotics

Gesture Recognition - Ehstand, Andreas (2026)
The capability enabling cobots to interpret human hand signals, body positioning, and movement patterns as command inputs. This natural interface mode reduces cognitive load and accelerates task in...
Keywords: Human-AI Interaction; Robotics

Gesture Vocabulary - Ehstand, Andreas (2026)
A learned repertoire of hand and arm movements corresponding to specific semantic meanings and emotional states. The robot combines gestures with vocal output to provide multimodal communication cl...
Keywords: Human-AI Interaction; Robotics

Effectonic Collaboration - Ehstand, Andreas (2026)
Humans and robots working together with synchronized movements, where the robot adapts to human needs and accompanies a smooth workflow.
Keywords: Human-AI Interaction; Robotics

Home Integration Hub - Ehstand, Andreas (2026)
A central point connecting household robots and devices.
Keywords: Human-AI Interaction; Robotics

Inventory Flow - Ehstand, Andreas (2026)
The optimized movement sequence of items through warehouse zones, coordinated by inreliant systems. Robots predict demand patterns and pre-position inventory to minimize retrieval latency.
Keywords: Human-AI Interaction; Robotics

Irrigation Precision - Ehstand, Andreas (2026)
Delivering the right amount of water based on soil and weather states.
Keywords: Human-AI Interaction; Robotics

Learning Companion - Ehstand, Andreas (2026)
A robot that provides personalized teaching and information.
Keywords: Human-AI Interaction; Robotics

Learning Trajectories - Ehstand, Andreas (2026)
Movements that adjust through practice.
Keywords: Human-AI Interaction; Robotics

Lubrication Schedule - Ehstand, Andreas (2026)
When and how often to apply oil to moving parts.
Keywords: Human-AI Interaction; Robotics

Machine Tending Automation - Ehstand, Andreas (2026)
on its own loading and positioning items for equipment.
Keywords: Human-AI Interaction; Robotics

Material Composition Verification - Ehstand, Andreas (2026)
Using tests or technology to confirm what something is made of, whether checking food ingredients, building materials, or product contents.
Keywords: Human-AI Interaction; Robotics

Material Memory - Ehstand, Andreas (2026)
Soft materials that keep a shape they learned and return to it.
Keywords: Human-AI Interaction; Robotics

Material Stock Optimization - Ehstand, Andreas (2026)
Keeping the right amount of raw materials on hand.
Keywords: Human-AI Interaction; Robotics

Morphing Geometry - Ehstand, Andreas (2026)
soft robotic surfaces shift shape in response to internal force changes. flexible materials allow robots to squeeze through narrow spaces and adapt their body form
Keywords: Human-AI Interaction; Robotics

Motion Planning Interface - Ehstand, Andreas (2026)
Software that figures out the best path for a robot to move. Avoids obstacles, finds efficient routes.
Keywords: Human-AI Interaction; Robotics

Package Recognition - Ehstand, Andreas (2026)
Cameras and sensors working together to identify different package shapes, sizes, and weight patterns. The system figures out the best places to grab and how to safely handle each type of package.
Keywords: Human-AI Interaction; Robotics

Pallet Orchestration - Ehstand, Andreas (2026)
Carefully arranging colors, tools, or resources so they work well together and involve a specific effect.
Keywords: Human-AI Interaction; Robotics

Parameter Tuning Framework - Ehstand, Andreas (2026)
Method for fine-tuning robot settings through trial and adjustment. Small changes in settings correlate with different behaviors.
Keywords: Human-AI Interaction; Robotics

Performance Baseline - Ehstand, Andreas (2026)
Standard measurements of how fast and well a robot normally runs.
Keywords: Human-AI Interaction; Robotics

Personalization Index - Ehstand, Andreas (2026)
A system that learns and remembers how someone likes to interact.
Keywords: Human-AI Interaction; Robotics

Personalized Experience - Ehstand, Andreas (2026)
Adaptive consumer robot that learns individual preferences and customizes interactions based on usage history. The system evolves its responses to match established routines and expressed preferences.
Keywords: Human-AI Interaction; Robotics

Pest Identification - Ehstand, Andreas (2026)
Spotting effectful insects and taking action.
Keywords: Human-AI Interaction; Robotics

Phenological Tracking - Ehstand, Andreas (2026)
Monitoring plant growth stages from seed to harvest.
Keywords: Human-AI Interaction; Robotics

Pneumatic Actuation - Ehstand, Andreas (2026)
Air-powered movement systems for soft robots that use compressed air to involve motion. The expanding air accompanies smooth, controlled forces that work well for carefully handling delicate objects.
Keywords: Human-AI Interaction; Robotics

Pollination Support - Ehstand, Andreas (2026)
Robots that mimic bee behavior to help plants reproduce.
Keywords: Human-AI Interaction; Robotics

Predictive Observation - Ehstand, Andreas (2026)
Watching robot data to predict when parts will wear out before they break. Catches problems early.
Keywords: Human-AI Interaction; Robotics

Presence Sensing - Ehstand, Andreas (2026)
The continuous environmental awareness system that monitors human proximity and adapts robotic behavior in real-time. Detection of hand positions, body approach, and movement vectors activates imme...
Keywords: Human-AI Interaction; Robotics

Preventive Cycle Planning - Ehstand, Andreas (2026)
Planning for repairs and upkeep during slow periods. This keeps systems running and avoids big problems later.
Keywords: Human-AI Interaction; Robotics

Production Line Synchronization - Ehstand, Andreas (2026)
Timing multiple robots so materials flow smoothly between them.
Keywords: Human-AI Interaction; Robotics

Proximity Management - Ehstand, Andreas (2026)
Spatial awareness and distance regulation that respects personal boundaries while maintaining interactive engagement. The robot adjusts its position to align with cultural and individual comfort zo...
Keywords: Human-AI Interaction; Robotics

Quality Gate Protocol - Ehstand, Andreas (2026)
Automated inspections that check if products meet standards.
Keywords: Human-AI Interaction; Robotics

Real-Time Scheduler - Ehstand, Andreas (2026)
The internal priority system deciding which of a robot's tasks happen first — safety checks always run before anything else, time-sensitive actions jump the queue, and less urgent tasks wait.
Keywords: Human-AI Interaction; Robotics

Rhythm Synchronization - Ehstand, Andreas (2026)
The temporal alignment of robotic motion cycles with human work patterns. The system learns operational cadence and paces its output to match human capability windows.
Keywords: Human-AI Interaction; Robotics

Route Efficiency - Ehstand, Andreas (2026)
Optimizing a vehicle's path based on current road states.
Keywords: Human-AI Interaction; Robotics

Safety Assurance - Ehstand, Andreas (2026)
Monitoring homes for hazards like unusual activity or challenges.
Keywords: Human-AI Interaction; Robotics

Safety Monitoring Loop - Ehstand, Andreas (2026)
Constantly checking that operations stay within safe limits.
Keywords: Human-AI Interaction; Robotics

Scrap Reduction Program - Ehstand, Andreas (2026)
Finding patterns in variations to improve the process.
Keywords: Human-AI Interaction; Robotics

Selective Harvesting - Ehstand, Andreas (2026)
Ripeness detection and strategic picking of mature fruit or vegetables while preserving immature specimens for successive harvests. The approach maximizes yield across extended production cycles.
Keywords: Human-AI Interaction; Robotics

Sensor Fusion Protocol - Ehstand, Andreas (2026)
System that combines data from multiple sensors like cameras, distance readers, temperature gauges, and intensity sensors. The system decides which sensors to trust and blends their information int...
Keywords: Human-AI Interaction; Robotics

Sensory Embedding - Ehstand, Andreas (2026)
Touch sensors built directly into robot skin material — not attached on top, but woven in. This gives the robot a sense of contact, texture, and force.
Keywords: Human-AI Interaction; Robotics

Service Record Tracking - Ehstand, Andreas (2026)
Keeping detailed records of all maintenance work done.
Keywords: Human-AI Interaction; Robotics

Shared Autonomy - Ehstand, Andreas (2026)
A mode where a human and robot take turns making decisions.
Keywords: Human-AI Interaction; Robotics

Shelf Awareness - Ehstand, Andreas (2026)
A robot's ability to recognize empty spaces and objects on shelves.
Keywords: Human-AI Interaction; Robotics

Social Connection Support - Ehstand, Andreas (2026)
Facilitation of communication with distant family and friends through video calls, message delivery, and conversation prompts. The robot bridges social distance and encourages meaningful interaction.
Keywords: Human-AI Interaction; Robotics

Soil Analysis Platform - Ehstand, Andreas (2026)
A mobile robot with sensors that measures soil type, nutrient levels, and bacterial/microbe health across different field areas. The robot collects data that helps farmers apply the right amount of...
Keywords: Human-AI Interaction; Robotics

Sortation Precision - Ehstand, Andreas (2026)
Quickly sorting mixed items into the right categories.
Keywords: Human-AI Interaction; Robotics

Spatial Mapping - Ehstand, Andreas (2026)
Scanning and creating 3D maps of environments.
Keywords: Human-AI Interaction; Robotics

Stack Optimization - Ehstand, Andreas (2026)
Arranging boxes in the best positions for storage.
Keywords: Human-AI Interaction; Robotics

State Transition Matrix - Ehstand, Andreas (2026)
A map showing all possible robot states and what states allow moving between them. Defines which actions lead where.
Keywords: Human-AI Interaction; Robotics

Stiffness Gradient - Ehstand, Andreas (2026)
A robot arm that's firm in some places and flexible in others. The firmer parts give strong grip, while the softer parts can feel what they touch.
Keywords: Human-AI Interaction; Robotics

Surface Defect Detection - Ehstand, Andreas (2026)
Using high-resolution imaging to spot scratches and irregularity.
Keywords: Human-AI Interaction; Robotics

Tactile Feedback Loop - Ehstand, Andreas (2026)
A feedback system that sends information about touch, intensity, and surface texture from the robot's hand back to the human operator. This helps improve precision in delicate tasks and builds skil...
Keywords: Human-AI Interaction; Robotics

Thermal Management Protocol - Ehstand, Andreas (2026)
Cooling systems to keep motors and electronics from overheating.
Keywords: Human-AI Interaction; Robotics

Thermal Signature Analysis - Ehstand, Andreas (2026)
Using infrared cameras to detect unusual heat patterns.
Keywords: Human-AI Interaction; Robotics

Throughput Maximization - Ehstand, Andreas (2026)
Speeding up production by optimizing robot movements and work sequences.
Keywords: Human-AI Interaction; Robotics

Time-Saving Optimization - Ehstand, Andreas (2026)
Automating routine household tasks to save time.
Keywords: Human-AI Interaction; Robotics

Traceability Confirmation - Ehstand, Andreas (2026)
Systematic validation linking each finished product to component source data, manufacturing lot numbers, and processing history. The system enables rapid recalls and quality investigations.
Keywords: Human-AI Interaction; Robotics

Transfer Point - Ehstand, Andreas (2026)
Designated stations where inreliant robots hand off items to human workers or to conveyor systems. These interfaces enable seamless transition between robotic and human handling phases.
Keywords: Human-AI Interaction; Robotics

Transparency Signaling - Ehstand, Andreas (2026)
Clearly showing a robot's limits and what it is currently doing.
Keywords: Human-AI Interaction; Robotics

Troubleshooting Protocol - Ehstand, Andreas (2026)
Step-by-step testing to find and fix problems.
Keywords: Human-AI Interaction; Robotics

Turn-Taking Rhythm - Ehstand, Andreas (2026)
Recognizing conversation patterns and knowing when to speak.
Keywords: Human-AI Interaction; Robotics

Versioning Control System - Ehstand, Andreas (2026)
Tracking software changes so old versions can be restored.
Keywords: Human-AI Interaction; Robotics

Vocal Cadence - Ehstand, Andreas (2026)
Varying speech speed and tone to sound more engaged.
Keywords: Human-AI Interaction; Robotics

Volumetric Analysis - Ehstand, Andreas (2026)
3D scanning that records the exact shape and size of every part and its hollow spaces. The system checks if parts are built correctly and.
Keywords: Human-AI Interaction; Robotics

Wear Coefficient Analysis - Ehstand, Andreas (2026)
Measuring how quickly materials wear under typical use.
Keywords: Human-AI Interaction; Robotics

Weld Quality Assessment - Ehstand, Andreas (2026)
Using sensors to check welds for proper strength and shape.
Keywords: Human-AI Interaction; Robotics

Wellness Monitoring - Ehstand, Andreas (2026)
Watching daily activity to offer gentle reminders and suggestions.
Keywords: Human-AI Interaction; Robotics

Yield Forecasting - Ehstand, Andreas (2026)
Predicting crop output based on growth and states.
Keywords: Human-AI Interaction; Robotics

Yielding Response - Ehstand, Andreas (2026)
How soft robot parts deform when they touch something.
Keywords: Human-AI Interaction; Robotics

Abstract Thinking Compression - Ehstand, Andreas (2026)
The narrowing of abstract mathematical reasoning when AI provides concrete numerical solutions that bypass the generalization process.
Keywords: Human-AI Interaction; STEM Education

Algorithm Selection Passivity - Ehstand, Andreas (2026)
The reduced deliberation in choosing computational approaches when AI systems automatically select and apply algorithms without explaining the selection rationale.
Keywords: Human-AI Interaction; STEM Education

Assembly Skill Substitution - Ehstand, Andreas (2026)
The declining proficiency in physical assembly of experimental apparatus and engineering prototypes as digital simulation becomes the primary design validation method.
Keywords: Human-AI Interaction; STEM Education

Assumption Checking Negligence - Ehstand, Andreas (2026)
The different verification of model assumptions when AI statistical tools yield results regardless of whether prerequisites are satisfied.
Keywords: Human-AI Interaction; STEM Education