Course II (2026)

The Sovereign Stack

A Blueprint for Epistemic Independence. Moving from the Breach (Inequality/Colonialism) to the Patch (Sovereignty/Provenance).

Read the Preface Epistemic Apartheid
→
Review the Framework Research Protocol
→

The Logic of the Course

While Course I explored the Ontology of intelligence, Course II addresses the Political Economy of cognitive sovereignty. This course operates on a Double Helix structure: diagnosing the Breach (colonial extraction) while engineering the Patch (sovereign infrastructure).

Research Protocol

Each module follows the Recursive Loop: Monday Prompt (Literature + Case Study) → Tuesday Generation (Structure) → Wednesday Constraint (First Law Edit) → Thursday Polish (Final Markdown)

Foundational Series • December 22-31, 2025

The Cognitive Concession

An autopsy of the South African mind through eight vectors of cognitive colonialism. This series serves as essential reading for understanding the Breach that this course seeks to diagnose and repair. Published daily during December 2025, each dispatch traces a distinct mechanism of capture—from juridical to ontological—showing how South African universities became tenants in their own house.

Read the Full Series → Start with Preface

Structure

Session A (Global): Diagnosing cognitive colonialism.
Session B (Local): Engineering sovereign alternatives.

Cadence

Modules and sessions are released periodically following Course I completion.

01 The Diagnosis of the Breach Q1

Session A
The Subscription Ceiling
How premium AI access creates cognitive castes.
Session B
Epistemic Apartheid Expanded
Google's hostile takeover of cognitive infrastructure.
Session A
The False Positive Paradox
Why AI detection tools criminalize intelligence.
Session B
The Schism
Generational warfare in educational institutions.

02 The Engineering of the Patch Q2

Session A
The Cloud is Someone Else's Computer
Infrastructure sovereignty foundations.
Session B
The SANReN Imperative
Building African compute networks.
Session A
Open Weights vs. Black Box
Transparency as sovereignty strategy.
Session B
The "Springbok" LLM
Regionally-optimized models for Africa.
Session A
The Tyranny of English
Language sovereignty in AI systems.
Session B
Code-Switching Machines
Multilingual AI for African contexts.

03 The New Assessment Q3

Session A
The Death of the Final Draft
Process-based assessment frameworks.
Session B
The NMU Protocol
Institutional implementation case study.
Session A
Inverted Assessment
Rewarding human-AI collaboration.
Session B
The Wits Method
Case study in adversarial pedagogy.
Session A
The Turing Trap
Beyond appearance-based assessment.
Session B
The Stellenbosch Pivot
Institutional transformation case study.

04 The Governance Q4

Session A
The Rate of Decay
Policy lifecycle in exponential times.
Session B
Guideline Governance
Adaptive policy frameworks.
Session A
The Centaur Ethics
Frameworks for human-AI partnership.
Session B
The UJ Press Standard
Publishing ethics for AI collaboration.
Session A
The Post-University
Future institutional models.
Session B
The Cape Town Consensus
African leadership in post-university design.

Course Status

Course II development follows Course I completion. Module 1 is actively being developed alongside Course I Module 3. Expected Launch: Q2 2026

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