The visible learning loop

Show what changed—and what remains uncertain.

The Observatory makes continuity inspectable. Learning is a versioned change with evidence, not a claim that an opaque system has silently improved.

Current

Canon 0.1.0

Twelve founding patterns published as hypotheses. Source a8b3038.

Current

Static read plane

Human and machine representations build from the same pinned canon commit. Platform 475125f.

Next

Evidence and field reports

Define a reviewed contribution model before any pattern advances beyond hypothesis.

Open question 01

What counts as independent evidence?

Pattern maturity needs evidence rules strong enough to resist circular model citation and popularity effects.

Open question 02

How should contradictions compose?

The graph must preserve contextual disagreement rather than flatten every conflict into one preferred rule.

Open question 03

What is safe public interaction?

The Clinic needs privacy, cost, abuse, and tool boundaries before it accepts arbitrary public context.

Open question 04

How is continuity verified?

Release manifests and source hashes are present; signing and independent verification remain future work.