Module observer 

Observer policies — named lenses over the frontier.

The observer layer separates the record from the judgment. The kernel stores structural facts. Observers are functions over that shared record — they score, filter, and rank under declared policies without altering shared state.

Different communities interpret the same evidence differently: a pharma team weights clinical trial data and citation counts; an academic team weights replication and evidence spans; a regulatory body demands human data at high confidence thresholds. The observer makes those lenses explicit.

Structs

Disagreement

Compute the disagreement between two observer views. Returns findings sorted by the absolute difference in rank between the two policies — the most contested findings first.

ObserverPolicy

An observer policy — a named lens over the frontier.

ObserverView

The output of applying an observer policy to a frontier’s findings.

ObserverWeights

ScoredFinding

A scored finding within an observer view.

Functions

academic

builtin_policies

clinical

diff_views

exploration

observe

Apply an observer policy to a set of findings, producing a filtered, reranked view. The findings vector is not mutated.

pharma

policy_by_name

print_diff

Print a diff between two observer views.

print_view

Print an observer view to stdout.

regulatory