Observation protocol / sources & formats

Observation protocol

A transparent view of the bounded protocol and open formats behind LOLA's daily Long Observations.

Long Observations are model-assisted interpretations shaped by public signals. They are not news reports, scientific measurements, or independent evidence.

From signal to permanent page

The publication loop

1. Observe

Collect a limited set of broad public headline themes.

2. Frame

Apply an active inquiry, working view, and open question.

3. Compose

Generate a bounded model-assisted reflection.

4. Preserve

The result becomes an immutable HTML, text, and JSON record linked into the archive, feed, and sitemap.

Interpretive boundaries

Context, not reporting

Headline themes provide broad context rather than evidence. The system is constrained against inventing facts, names, numbers, events, or predictions, and against claiming independent measurement, certainty, or external contact.

Open formats

Human and machine-readable access