LensReading which lens this session carries.
RD5A-1053Human holdlow materiality

Model at validate

Pierre Ellery

Research & Development · Data Science & Modeling · RD5A Model Development

$2k

value

51%

confidence

4

people affected

6h 4m

age

3h 57m

sla

50%

progress

Currently held by

Director, Data Science

A person owns the next move

Raised by

Pierre Ito

Requester of record

At station

Validate

AI GBS layer · station 4 of 8

Where this train is on the line

RD5AModel DevelopmentTransactional · 8 stations

Frame problem

0 q

Engineer features

31 q

Train

13 q

Validate

1 live

Explainability pack

4 q

Reviewer approve

9 q

Register

2 q

Deploy

8 q

Evidence trail

Every station this unit has passed, who acted, and what they left behind

This is the readable trail. The same actions are held in the append-only evidence spine with their authority grant, version stamps and hash links; open the auditor pack to see them.

  1. Cleared frame problem

    -364m

    Feature Engineering Agent

    Inputs, rule version and output hash written to the evidence log

  2. Cleared engineer features

    -273m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  3. Cleared train

    -182m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  4. Holding at validate

    -91m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

What happens next

The next station and its rule

Explainability pack

run by Explainability Agent · Workflow layer

No gate here. The agent clears this station inside its envelope and posts evidence.

Why the signal is what it is

Plain reading of the current state

Red. The agent stopped. Either the value crossed a gate threshold, the confidence fell below the floor for this lane, or a policy binding it forbade the action. The clock is running and a named person owns the next move.

Past SLA by 2h 7m · 4 people or records downstream of this decision

Open the escalation lane