LensReading which lens this session carries.
RD5B-1027In flightlow materiality

Model at validate

Hiro Baptiste

Research & Development · Data Science & Modeling · RD5B Drift Response

$31k

value

95%

confidence

24

people affected

1h 45m

age

2h 37m

sla

67%

progress

Currently held by

DATA-ANALYTICS spine

Running in the shared AI GBS spine

Raised by

Clara Mensah

Requester of record

At station

Validate

AI GBS layer · station 4 of 6

Where this train is on the line

RD5BDrift ResponseTransactional · 6 stations

Detect drift

30 q

Diagnose

7 q

Retrain

19 q

Validate

1 live

Approve promotion

3 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 detect drift

    -105m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  2. Cleared diagnose

    -79m

    Model Training Agent

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

  3. Cleared retrain

    -53m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

  4. Holding at validate

    -26m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

What happens next

The next station and its rule

Approve promotion

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 45m against a commitment of 2h 37m · 67% of the time used
materiality low · blast radius 24 records or people downstream
state in-flight — held separately, and deliberately not part of this reading