GSI SuitePart of the GSI (Guest Services Intelligence) Suite — Standalone CELTA AI Teacher & Vocational Academy

Student Learning & Cognitive Dojo Hub

Live CELTA & Trinity CertTESOL Telemetry · 6-Axis Turn Grader · 300-Lesson Learning Curve Benchmark

Sentence-1 Latency

1532ms

99.4% <1.5s SLA

CELTA Rubric Avg

95%

6-Axis Verified

Active Reflexes

16

Procedural Memory

Vocabulary Tracked

8

SM-2 Spaced Rep

Recorded Lessons

50

30 Completed

Native Languages

28

CEFR A1–C2 Calibrated

One-Click Turn Grader & Procedural Reflex Distiller

Grades real student-to-Lucy turns on the 6-axis CELTA rubric and saves distilled teaching reflexes directly into LucyProceduralMemory.

Target CEFR Calibration Band:

300-Lesson CELTA Learning Curve Benchmark (6 Cohorts × 50 Lessons)

Simulates 300 multi-turn lessons across 6 learner cohorts to verify Lucy’s pedagogical progression from Cold Baseline (68.4%) to 97.2% CELTA mastery.

Active Procedural Memory Reflexes (10)

Feedback Adaptation (Hotel English & LQA Lesson)68% → 96%

STUDENT FEEDBACK ADAPTATION FOR DAVID LESTER: Reduce the speaking rate by 20% and incorporate deliberate pauses after complex sentences to allow the student time to process the information.

Feedback Adaptation (Front Office, Check-In & Concierge English)68% → 96%

STUDENT FEEDBACK ADAPTATION FOR DAVID LESTER: Reduce the speaking rate by 20 percent and incorporate at least three specific simulated check-in and concierge roleplay scenarios during the lesson.

GAP-08: Closed-Loop Turn Latency & SLA Telemetry Ledger70% → 99%

Track every turn’s Time-to-First-Sentence and clause count to enforce the <1,500ms voice SLA.

GAP-07: Pre-LLM Context-Aware PII & Payment Redaction Gate70% → 99%

Sanitize all payment card, CVV, PIN, and passport numbers before LLM invocation or database persistence.

GAP-06: CMU Agent Workflow Memory (AWM) Intent-Indexed Skill & Dead-End Avoidance70% → 99%

Retrieve and obey top-ranked LEARNED INNER CORE RULES and DEAD-END AVOIDANCE directives on every conversational turn.

GAP-05: Full-Duplex Clause-Level Early TTS Dispatch (-320ms Time-to-First-Audio)70% → 99%

Structure opening spoken sentences with a natural prosodic clause break within the first 24–68 characters for instant audio synthesis.