From the wave-0 evidence ledger
Recorded claims
Each claim states what the inspected source says, at the recorded location—bounded by its scope and graded by its confidence. Nothing here is a synthesis across works.
The memo states that reflexive AI use is a baseline expectation at Shopify, places AI use in performance and peer-review expectations, and instructs teams to include AI exploration during project prototyping.
Scope: Publicly stated Shopify policy as of the memo date; not proof of organization-wide behavior or benefit.
The memo requires teams seeking additional resources or headcount to show why AI cannot accomplish the goal, making AI experimentation an explicit resource-allocation gate rather than merely an optional productivity tool.
Scope: Declared decision rule; its implementation, fairness, and performance effects were not measured.
Boundaries
Limitations & independence
Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.
Recorded limitations
- Social-platform image is a fragile primary manifestation
- Policy statement does not show compliance or results
- Employee experience and exceptions are not represented
- No causal comparison
Source independence
First-party CEO policy communication; no independent implementation or outcome audit.