LensReading which lens this session carries.
RD5A-1024In flightlow materiality

Model at explainability pack

Amara Sorensen

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

$20k

value

85%

confidence

19

people affected

1h 22m

age

2h 27m

sla

63%

progress

Currently held by

Validation Agent

An agent owns the next move

Raised by

Zara Sorensen

Requester of record

At station

Explainability pack

Workflow layer · station 5 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

1 live

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

    -82m

    Feature Engineering Agent

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

  2. Cleared engineer features

    -66m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  3. Cleared train

    -49m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  4. Cleared validate

    -33m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  5. Holding at explainability pack

    -16m

    Explainability Agent

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

What happens next

The next station and its rule

Reviewer approve

run by Director, Data Science · Policy layer

Held for a named human when the unit exceeds the model decision envelope, when confidence falls below the floor, or when a policy clause is engaged.

approver Director, Data Science

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 1h 22m against a commitment of 2h 27m · 56% of the time used
materiality low · blast radius 19 records or people downstream
state in-flight — held separately, and deliberately not part of this reading