# AUGMANITAI > Independent research practice of Andreas Ehstand on performance, meaning and judgment in human–machine collaboration. A public research lexicon gives precise names to the small moments between people and AI — so people can recognise them and keep their own judgment. This site is a research publication. Nothing is sold here. No legal, financial, medical or any other advice. ## What this site offers - Around 100 terms are accessible in the public lexicon, each with a plain-language explanation and an everyday example. The larger private word network contains further terms and connections and is clearly separated from the public selection. - A growing working corpus of documented human–AI dialogues underlies the naming work. It is a working corpus, not an effectiveness study. - Interactive experiences: a decision moment (synthetic business case) and a founder judgment case, both clearly marked as invented examples. - Research fields: NEOMANITAI (human–AI moments), ROBMANITAI (humans and robots), SWAMANITAI (humans and machine swarms), art from concepts, and a local machine for sensitive on-site work. ## Key pages - Home: https://augmanitai.com/ - Public lexicon (101 terms): https://augmanitai.com/lexicon/ - Machine-readable lexicon data: https://augmanitai.com/lexicon/terms.json - Periodic table of human–AI interaction: https://augmanitai.com/perioden-system - Performance: https://augmanitai.com/leistung - Knowledge & judgment (legacy essay): https://augmanitai.com/vermaechtnis - Verification (public registers): https://augmanitai.com/verify - About the author: https://augmanitai.com/autor/ - Games: https://augmanitai.com/play/ ## Author Andreas Ehstand — performance coach and independent researcher. Twenty-five years of coaching, twenty of them scientific coaching in professional sport; research associate positions at TU Dortmund and University of Bayreuth (2011–2013). Public identifiers (Wikidata, ORCID, EU trademark) are linked on the verification page. Contact: andreas.ehstand@augmanitai.com ## Licensing Parts of the research are permanently archived. The licence is stated for each individual work. Last updated: 2026-07-15 ## All public lexicon terms (101) - Advance-Trust Unease / VORSCHUSSUNRUHE — https://augmanitai.com/lexicon/terms/advance-trust-unease.html - After-Silence / NACHSTILLE — https://augmanitai.com/lexicon/terms/after-silence.html - Authorship Vertigo / AUTORENSCHAFTSSCHWINDEL — https://augmanitai.com/lexicon/terms/authorship-vertigo.html - Beat Dissonance / SCHWEBUNG — https://augmanitai.com/lexicon/terms/beat-dissonance.html - Beckon Might / WINKMACHT — https://augmanitai.com/lexicon/terms/beckon-might.html - Body Schema Expansion / KÖRPERSCHEMA-AUSWEITUNG — https://augmanitai.com/lexicon/terms/body-schema-expansion.html - Borrowed Garment / LEIHGEWAND — https://augmanitai.com/lexicon/terms/borrowed-garment.html - Breakaway Startle / AUSSCHERSCHRECK — https://augmanitai.com/lexicon/terms/breakaway-startle.html - Bridge Pride / BRÜCKENSTOLZ — https://augmanitai.com/lexicon/terms/bridge-pride.html - Co-Growth / MITWUCHS — https://augmanitai.com/lexicon/terms/co-growth.html - Comparison Sting / VERGLEICHSSTICH — https://augmanitai.com/lexicon/terms/comparison-sting.html - Contradiction Door / WIDERSPRUCHSTÜR — https://augmanitai.com/lexicon/terms/contradiction-door.html - Core Echo / KERNECHO — https://augmanitai.com/lexicon/terms/core-echo.html - Crack Shift / RISSVERSCHIEBUNG — https://augmanitai.com/lexicon/terms/crack-shift.html - Creeping Relocation / SCHLEICHUMZUG — https://augmanitai.com/lexicon/terms/creeping-relocation.html - Crutch Shame / STÜTZSCHAM — https://augmanitai.com/lexicon/terms/crutch-shame.html - Dot Flicker / PUNKTEFLIRREN — https://augmanitai.com/lexicon/terms/dot-flicker.html - Echo Anxiety / ECHOANGST — https://augmanitai.com/lexicon/terms/echo-anxiety.html - Edge of Language / BEGRIFFSKANTE — https://augmanitai.com/lexicon/terms/edge-of-language.html - Emergent Calibration / EMERGENTE KALIBRIERUNG — https://augmanitai.com/lexicon/terms/emergent-calibration.html - Equanimity Ground / GLEICHMUTSBODEN — https://augmanitai.com/lexicon/terms/equanimity-ground.html - Feather Closeness / FEDERNÄHE — https://augmanitai.com/lexicon/terms/feather-closeness.html - Final-Grip Calm / LETZTGRIFFRUHE — https://augmanitai.com/lexicon/terms/final-grip-calm.html - First Ear / ERSTOHR — https://augmanitai.com/lexicon/terms/first-ear.html - Floor Crack / BODENRISS — https://augmanitai.com/lexicon/terms/floor-crack.html - Foreign Completion / FREMDVOLLENDUNG — https://augmanitai.com/lexicon/terms/foreign-completion.html - Frictionlessness / WIDERSTANDSLOSIGKEIT — https://augmanitai.com/lexicon/terms/frictionlessness.html - Gear Grip / ZAHNGRIFF — https://augmanitai.com/lexicon/terms/gear-grip.html - Grinding Sand / REIBSAND — https://augmanitai.com/lexicon/terms/grinding-sand.html - Grip for the Railing / GELÄNDERGRIFF — https://augmanitai.com/lexicon/terms/grip-for-the-railing.html - Gut Seal / BAUCHSIEGEL — https://augmanitai.com/lexicon/terms/gut-seal.html - Ice Tapping / EISKLOPFEN — https://augmanitai.com/lexicon/terms/ice-tapping.html - In-Between Eye / ZWISCHENAUGE — https://augmanitai.com/lexicon/terms/in-between-eye.html - Interpreter's Load / DOLMETSCHLAST — https://augmanitai.com/lexicon/terms/interpreter-s-load.html - Intuition Conflict / INTUITIONSKONFLIKT — https://augmanitai.com/lexicon/terms/intuition-conflict.html - Journey Ripeness / WANDERREIFE — https://augmanitai.com/lexicon/terms/journey-ripeness.html - Likeness Grind / GLEICHSCHLIFF — https://augmanitai.com/lexicon/terms/likeness-grind.html - Limit Confession / GRENZGESTÄNDNIS — https://augmanitai.com/lexicon/terms/limit-confession.html - Loop Flicker / RUNDENFLIMMERN — https://augmanitai.com/lexicon/terms/loop-flicker.html - Loop Pull / SCHLEIFENZUG — https://augmanitai.com/lexicon/terms/loop-pull.html - Mental Exhaustion / MENTAL-ERSCHÖPFUNG — https://augmanitai.com/lexicon/terms/mental-exhaustion.html - Metric Dependency / METRISCHE ABHAENGIGKEIT — https://augmanitai.com/lexicon/terms/metric-dependency.html - Metric Drift / METRISCHE DRIFT — https://augmanitai.com/lexicon/terms/metric-drift.html - Metric Fatigue / ZAHLENBETAEUBUNG — https://augmanitai.com/lexicon/terms/metric-fatigue.html - Metric Maturation / METRISCHE REIFUNG — https://augmanitai.com/lexicon/terms/metric-maturation.html - Metric Performance / ZAHLENTHEATER — https://augmanitai.com/lexicon/terms/metric-performance.html - Mirror Vertigo / SPIEGELSCHWINDEL — https://augmanitai.com/lexicon/terms/mirror-vertigo.html - Nonjudgmental Stillness / URTEILSSTILLE — https://augmanitai.com/lexicon/terms/nonjudgmental-stillness.html - One-Cast Moment / GUSSMOMENT — https://augmanitai.com/lexicon/terms/one-cast-moment.html - Order Exhale / ORDNUNGSAUFATMEN — https://augmanitai.com/lexicon/terms/order-exhale.html - Over-the-Shoulder Self-View / SCHULTERBLICK — https://augmanitai.com/lexicon/terms/over-the-shoulder-self-view.html - Overwilling Fatigue / ÜBEREIFER-ERSCHÖPFUNG — https://augmanitai.com/lexicon/terms/overwilling-fatigue.html - Parallel Closure / GLEICHSCHLUSS — https://augmanitai.com/lexicon/terms/parallel-closure.html - Path Trust / WEGVERTRAUEN — https://augmanitai.com/lexicon/terms/path-trust.html - Phantom Vigil / PHANTOMWACHE — https://augmanitai.com/lexicon/terms/phantom-vigil.html - Quiet Re-Shelving / RÜCKSORTIERUNG — https://augmanitai.com/lexicon/terms/quiet-re-shelving.html - Redundancy Surge / SICHERHEITSSCHUB — https://augmanitai.com/lexicon/terms/redundancy-surge.html - Rein Shiver / ZÜGELSCHAUER — https://augmanitai.com/lexicon/terms/rein-shiver.html - Rein Twitch / ZÜGELZUCKEN — https://augmanitai.com/lexicon/terms/rein-twitch.html - Releasing Word / LÖSEWORT — https://augmanitai.com/lexicon/terms/releasing-word.html - Remote Burden / FERNLAST — https://augmanitai.com/lexicon/terms/remote-burden.html - Report Void / MELDELEERE — https://augmanitai.com/lexicon/terms/report-void.html - Responsibility Pendulum / VERANTWORTUNGSPENDEL — https://augmanitai.com/lexicon/terms/responsibility-pendulum.html - Rope Moment / SEILMOMENT — https://augmanitai.com/lexicon/terms/rope-moment.html - Seam Dread / NAHTANGST — https://augmanitai.com/lexicon/terms/seam-dread.html - Seam Loss / NAHTVERLUST — https://augmanitai.com/lexicon/terms/seam-loss.html - Second Eye / ZWEITAUGE — https://augmanitai.com/lexicon/terms/second-eye.html - Second Wind / ZWEITER ATEM — https://augmanitai.com/lexicon/terms/second-wind.html - Self-Opacity / SELBSTBLINDHEIT — https://augmanitai.com/lexicon/terms/self-opacity.html - Shared Heaviness / GETEILTE SCHWERE — https://augmanitai.com/lexicon/terms/shared-heaviness.html - Sharpening Seesaw / SCHÄRFESCHAUKEL — https://augmanitai.com/lexicon/terms/sharpening-seesaw.html - Shiver of Awe / STAUNSCHAUDER — https://augmanitai.com/lexicon/terms/shiver-of-awe.html - Shudder-Pride / SCHAUDERSTOLZ — https://augmanitai.com/lexicon/terms/shudder-pride.html - Silent Ledger / STILLE BUCHFÜHRUNG — https://augmanitai.com/lexicon/terms/silent-ledger.html - Singleton Pull / EINZELSOG — https://augmanitai.com/lexicon/terms/singleton-pull.html - Smoothness Watch / GLATTHEITSWACHE — https://augmanitai.com/lexicon/terms/smoothness-watch.html - Solo Load Test / ALLEINPROBE — https://augmanitai.com/lexicon/terms/solo-load-test.html - Source Vertigo / QUELLSCHWINDEL — https://augmanitai.com/lexicon/terms/source-vertigo.html - Stencil Chill / SCHABLONENKÄLTE — https://augmanitai.com/lexicon/terms/stencil-chill.html - Sting of Unremembering / VERGESSENSSTICH — https://augmanitai.com/lexicon/terms/sting-of-unremembering.html - Straggler Watch / NACHZÜGLERSORGE — https://augmanitai.com/lexicon/terms/straggler-watch.html - Subjective Filtering / SUBJEKTIVE FILTERUNG — https://augmanitai.com/lexicon/terms/subjective-filtering.html - Suspended Question / SCHWEBEFRAGE — https://augmanitai.com/lexicon/terms/suspended-question.html - Tacit Uptake / STILLVERSTEHEN — https://augmanitai.com/lexicon/terms/tacit-uptake.html - Tempo Shear / TAKTSCHERE — https://augmanitai.com/lexicon/terms/tempo-shear.html - Thought Undertow / DENKSOG — https://augmanitai.com/lexicon/terms/thought-undertow.html - Thread Fatigue / FÄDENMÜDIGKEIT — https://augmanitai.com/lexicon/terms/thread-fatigue.html - Threshold Murmur / SCHWELLENRAUSCHEN — https://augmanitai.com/lexicon/terms/threshold-murmur.html - Tipping Vertigo / KIPPSCHWINDEL — https://augmanitai.com/lexicon/terms/tipping-vertigo.html - Tracking Limit / ZÄHLGRENZE — https://augmanitai.com/lexicon/terms/tracking-limit.html - Translation Loss / UEBERSETZUNGSVERLUST — https://augmanitai.com/lexicon/terms/translation-loss.html - Transmission Shame / ÜBERTRAGUNGSSCHAM — https://augmanitai.com/lexicon/terms/transmission-shame.html - Transparency Paradox / TRANSPARENZPARADOX — https://augmanitai.com/lexicon/terms/transparency-paradox.html - Trust Fork / VERTRAUENSGABEL — https://augmanitai.com/lexicon/terms/trust-fork.html - Trust Loop / VERTRAUENSSCHLEIFE — https://augmanitai.com/lexicon/terms/trust-loop.html - Trust Rank / VERTRAUENSRANG — https://augmanitai.com/lexicon/terms/trust-rank.html - Twin Peak / DOPPELSPITZE — https://augmanitai.com/lexicon/terms/twin-peak.html - Unburdened Lightness / RUCKSACKLEICHTE — https://augmanitai.com/lexicon/terms/unburdened-lightness.html - Voice Vertigo / STIMMSCHWINDEL — https://augmanitai.com/lexicon/terms/voice-vertigo.html - We-Threshold / WIRSCHWELLE — https://augmanitai.com/lexicon/terms/we-threshold.html - Witness Hunger / ZEUGENHUNGER — https://augmanitai.com/lexicon/terms/witness-hunger.html ## All main pages - https://augmanitai.com/ - https://augmanitai.com/vermaechtnis - https://augmanitai.com/leistung - https://augmanitai.com/kunst - https://augmanitai.com/die-maschine - https://augmanitai.com/perioden-system - https://augmanitai.com/wissens-netz - https://augmanitai.com/kern-probe - https://augmanitai.com/neomanitai - https://augmanitai.com/robmanitai - https://augmanitai.com/swamanitai - https://augmanitai.com/lexicon/ - https://augmanitai.com/play/ - https://augmanitai.com/play/term-a-day - https://augmanitai.com/play/real-or-fake - https://augmanitai.com/play/lived-it-check - https://augmanitai.com/play/human-ai-type - https://augmanitai.com/play/lexicon-studio - https://augmanitai.com/play/term-duel - https://augmanitai.com/play/bridge-quiz - https://augmanitai.com/impressum - https://augmanitai.com/datenschutz - https://augmanitai.com/proof/ - https://augmanitai.com/universe/ - https://augmanitai.com/autor/ - https://augmanitai.com/human-ai-interaction-terminology - https://augmanitai.com/faq - https://augmanitai.com/verify - https://augmanitai.com/disclaimer - https://augmanitai.com/art/ Last updated: 2026-07-15 ## New pages (2026-07-15) - /entdecken — The full research universe on one page (films, counters, deep dives); the start page keeps the condensed journey. - /forschungs-netz — Canonical page on the research net: 101 public terms vs. 7,000+ private working net, how entries are born, machine-readable files, licence per work.