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.

  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

Derived from time against commitment, not from the state

Amber. Either this item is at or past the time it was committed to and is not material enough to escalate, or it is inside the time but has burned three quarters of it while carrying high or critical materiality. Amber says nothing about who holds it: an item can be amber and moving normally through an agent.

clock 6h 4m against a commitment of 3h 57m · 154% of the time used
materiality low · blast radius 4 records or people downstream
state human-hold — held separately, and deliberately not part of this reading

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