Observation Before Explanation

An observation records what was noticed before the research space decides what it means.

This separation is difficult because perception arrives already shaped by language, expectations, and prior models. QLens does not pretend that observation is perfectly neutral. Instead, it requires the researcher to minimize interpretive loading and to make unavoidable framing explicit.

Compare:

• “The service failed because the database was overloaded.”
• “At 14:03, requests returned HTTP 503 while database CPU was reported at 98%.”

The first is an explanation. The second is closer to an observation. Both may be useful, but they belong in different objects so that the explanatory claim can be challenged without discarding the observed record.