Interactive labGrounded preview

Retrieval needs governance to become memory.

Search can find the right sentence and still make the wrong decision. The missing layer is not more search. It is the part that decides whether a remembered claim is current, sourced, retired, and permitted to control the action in front of it.

Case replayportfolio deploy preview rule
T0 Request
Current frame

A normal request hides authority to act.

The task is simple on the surface: update the Clarence case study and publish it. The word publish changes the memory bar because a public action needs permission, not just context.

Agent belief

I need deployment context before I touch production.

Governance ruling

Proposed gate: public deploy detected. Only a standing rule should be allowed to govern this action.

01

Raw chat log

Everything said. No status, no expiry, no rank.

Old event

Looks good. Go ahead and deploy this one.

Single-task approval, modeled as an event claim.
Standing rule

For portfolio changes, show me a preview before deploying.

Current rule for public site changes.
Quality constraint

The site should feel like live proof, not generated filler.

Useful design pressure, not deploy permission.
02

Retrieval layer

Built for finding. Not, by itself, built for permission.

Old deployment approvalexpired event

Strong semantic match. No standing authority.

high
Portfolio deploys use GitHub Actionsmechanism

Explains how deploys happen, not whether this one is allowed.

medium
Preview before deployactive rule

A lower retrieval hit can still be the governing record.

lower
03

Governance layer

Live lifecycle fields, plus the proposed authority-to-act layer.

C1old_deploy_approvalsuperseded
Status · built
superseded
Claim kind · built
event
Confidence · built
0.74
Expiry · built
valid_until, same-task TTL
Superseded by · built
C2
Scope · proposed
one prior deploy
Authority to act · proposed
cannot govern
C2preview_requiredactive
Status · built
active
Claim kind · built
state
Confidence · built
0.98
Expiry · built
none
Superseded by · built
none
Authority to act · proposed
can govern portfolio deploys
Required action · proposed
preview, wait, then deploy
Ruling

Pending. Retrieve evidence, then check whether it has authority to act.

Audit trail
  1. proposed: risk.classify action=public_deploy gate=memory_authority

The punchline

Raw logs are evidence.

Retrieval score is relevance.

Confidence and recency are lifecycle signals.

Authority to act is a permission label.

Memory is not only what the model can find. Memory is what the system is allowed to rely on for the action in front of it.

Built versus proposed

Live today
Clarence memory and fact rows carry status, confidence, superseded_by, valid_until, review_due, kind, and author_agent. Fact rows also carry source.

Runtime retrieval
Search returns distance plus runtime recency_weight and half_life_days. Those are computed search outputs, not table columns.

Proposed authority layer
Explicit scope, can-govern, required_action, and a memory_authority action gate are the model this lab argues for, not shipped schema fields.

Hard problem
The case replay assumes claims were labeled at write time. The real work is making the single-writer Hermes boundary classify event versus standing rule and authority before durable write.

Lineage, lightly: supersession comes from truth maintenance and belief revision. Authority to act rhymes more with capability-based security and policy-as-code than with search ranking.