LensReading which lens this session carries.
RD5A-1038Human holdmedium materiality

Model at reviewer approve

Zara Ito

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

$59k

value

45%

confidence

141

people affected

27m

age

2h 24m

sla

75%

progress

Currently held by

Director, Data Science

A person owns the next move

Raised by

Kofi Baptiste

Requester of record

At station

Reviewer approve

Policy layer · station 6 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

27 q

Explainability pack

4 q

Reviewer approve

1 live

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 engineer features

    -27m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  2. Cleared train

    -22m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  3. Cleared validate

    -16m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  4. Cleared explainability pack

    -11m

    Explainability Agent

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

  5. Holding at reviewer approve

    -5m

    Director, Data Science

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

What happens next

The next station and its rule

Register

run by Feature Engineering Agent · AI GBS layer

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

Handed to the AI GBS depot

Why the signal is what it is

Derived from time against commitment, not from the state

Green. This item is still inside the time it was committed to, and it is not close enough to that line for its materiality to pull it forward. Green says nothing about who holds it: an item can be green and sitting with a person.

clock 27m against a commitment of 2h 24m · 19% of the time used
materiality medium · blast radius 141 records or people downstream
state human-hold — held separately, and deliberately not part of this reading