HOW WE WORK / 04

The standard is clarity.

The point is not to predict every outcome. It is to make each argument understandable, grounded, and open to revision.

01 / EVIDENCE

Show the basis.

When writing about external claims, we aim to identify the original source, distinguish independent evidence from vendor statements, and make material limits visible.

02 / INTERPRETATION

Separate fact from judgment.

We distinguish observed developments from hypotheses, analysis, forecasts, and editorial opinion. Confidence should reflect what the evidence can support.

03 / UNCERTAINTY

Say what is unknown.

New models and systems can perform differently across contexts. We avoid treating a demonstration or benchmark as proof of universal performance.

04 / CORRECTIONS

Keep improving the record.

Material factual errors should be corrected with an appropriate note. Perspectives may evolve as new information becomes available.

05 / INDEPENDENCE

Disclose material interests.

Sponsored relationships, affiliate arrangements, and other relevant interests should be labeled if introduced. This initial publication does not claim paid editorial partnerships.

06 / AI ASSISTANCE

Humans own the judgment.

Technology can assist research, drafting, or production, but the publication remains responsible for checking assertions and making editorial decisions.