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DaesungSky Institute

Computational Linguistics Division

System Operational

001 — Language Acquisition Infrastructure

Systematic proficiency through data evidence and machine learning.

Documents Processed

0

Active Subjects

0

Questions Extracted

0

Average Retention

0%

002 — Operational Protocols

01Live

Structured Acquisition

Daily review queues, adaptive vocabularies, and automated question extraction maintain momentum without cognitive clutter.

  • Document ingestion with AI extraction
  • Adaptive spaced repetition
  • Curriculum-aligned assessments
02Live

Human Oversight

Instructors receive intervention flags, cohort analytics, and precision authoring tools that keep pedagogy centered on outcomes.

  • Instructor dashboards and cohorts
  • Precision question builder
  • Parent transparency portals
03Live

Evidence Pipeline

Every learner action is recorded for retention tracking, readiness alerts, and research-grade reporting across subjects.

  • Longitudinal retention curves
  • Benchmark readiness indicators
  • Exportable research datasets

003 — Access Pathways

Instructors

Curriculum orchestration, cohort analytics, authoring tools.

Students

Guided study plans, adaptive testing, vocabulary drills.

Parents

Progress visibility, messaging, intervention tracking.

004 — Daily Cadence

  • 0600 — Document intake closes
  • 0830 — AI extraction queue processed
  • 1200 — Instructor interventions issued
  • 1800 — Student readiness scores compiled

005 — Integrity Controls

  • Role-based access enforced via middleware
  • Assessment history retained for 36 months
  • Operational logging across ingestion + review
  • Parent visibility limited to assigned learners

006 — Research Output

  • Retention deltas by cohort and protocol
  • Vocabulary exposure heatmaps
  • Longitudinal performance exports (CSV)
  • Readiness indicators for admissions boards