Stress & failure modes — AINS-M6206

Stress & failure modes — AINS-M6206: Magisterium Thesis (Marketing)¶

Term III

Adversarial scenarios, tail risk, and brittleness—before spend gets real.

Read the course syllabus for outcomes and artifact expectations. Complete work in iNQspace with traceable lineage; use SAMWISE reflection prompts your faculty assigns; respect MCP policy in MCP & marketing tools.

Core moves¶

1. Connect this module to the prior lecture’s constructs.

2. Encode at least one testable hypothesis in your simulation or notebook line.

3. Document what you simplified and what would break if reality differed.

Bridge¶

The next lecture extends this module—keep assumptions and open questions visible.