hypothesis HY-COMM-2026-CFF5
Mixed-expertise technical audiences benefit from overview plus reference layers
Hypothesis
Statement
For mixed-expertise technical audiences, a short linear conceptual overview linked to a canonical non-linear reference layer will outperform either layer alone on combined orientation and retrieval outcomes.
Mechanism
The overview builds a global schema; the reference graph supports precise lookup without forcing experts through tutorial prose.
Predictions
Novices will orient faster than with reference-only material; experts will retrieve exact requirements faster than with overview-only material; drift between layers will erase the advantage.
Evidence that would support it
Randomized task study measuring initial mental-model accuracy, delayed retrieval, critical interpretation errors, and assistance by expertise.
Evidence that would contradict it
No improvement over a well-designed single layer, or increased errors caused by conflicting abstraction levels.
Tests performed
Desk application to technical instruction and research-handoff cases only.
Results
Untested outcome hypothesis; architecture is plausible but not validated.
Falsification attempts
Identified link chasing, maintenance drift, and duplicated definitions as credible mechanisms of harm.
Current assessment
Proposed at Medium (0.52 judgment).
Next experiment
Compare overview-only, reference-only, and linked two-layer documentation on a versioned API task.