AMGLO DU
← Cognitive Acceleration & Symbiotic Pedagogy — Catalyst Ledger
H8-CAT-01Kinetic Protocol

LLM Persona Architecture & Symbiote Fine-Tuning

Replaces: Curriculum Design and Instructional Technology

Core capability

Prompt-engineering and fine-tuning an AI Symbiote to adopt specific pedagogical personas (e.g., Socratic challenger, patient tutor, or creative instigator) based on a student’s real-time biometric data.

What this replaces

Curriculum Design and Instructional Technology.

Verification threshold

The AI ledger verifies that the Catalyst's Symbiote module successfully accelerated the younger students' comprehension of a complex topic by 20% compared to the baseline curriculum.

The Progression Plan

Module 1: The Progression Plan

  • Phase 1 — Persona Coding38 min
  • Phase 2 — Kinetic Friction - The Hallucination Loop57 min
  • Phase 3 — Synthesis - Live AMGLO Mentorship21 min
Credits
3
Estimated hours
61h
Lessons
3
Modules
1

Instructor

Sofia Almeida

Associate Professor · Human-AI Dynamics & Behavioral Architecture