Research architecture built around the information set.
Sonic Wake studies the market response to new information. Every research object is anchored to a source timestamp, an observable market state and a defined security exposure so the subsequent outcome can be evaluated without silently introducing hindsight.
Forward cohorts
Predictions are recorded before their evaluation horizon closes. Forward cohorts are the primary evidence for authority decisions because they expose the model to data it did not have when the forecast was made.
Historical analogues
Historical analogues condition a hypothesis by comparing event structure, market regime and subsequent reaction. They are research evidence, not a substitute for forward validation.
Counterfactual research
Rejected opportunities and alternative entry, exit and sizing rules are retained as Ghost outcomes. This allows the system to study opportunity cost and capital velocity without rewriting the original decision.
Second-order exposure
The research graph extends beyond the named security to suppliers, competitors, substitutes, sector baskets and downstream beneficiaries. The objective is to identify the cleanest expression of the catalyst rather than defaulting to the most obvious ticker.
Private production terminal
Inspect current catalyst ranking, validation state, model lineage and operating authority.
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