LensReading which lens this session carries.
RD5A-1005Evidence postedmedium materiality

Model at engineer features

Pierre Bianchi

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

$59k

value

82%

confidence

40

people affected

3h 25m

age

4h 31m

sla

25%

progress

Currently held by

DATA-ANALYTICS spine

Running in the shared AI GBS spine

Raised by

Farrah Bianchi

Requester of record

At station

Engineer features

AI GBS layer · station 2 of 8

Where this train is on the line

RD5AModel DevelopmentTransactional · 8 stations

Frame problem

0 q

Engineer features

1 live

Train

13 q

Validate

27 q

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

    -205m

    Feature Engineering Agent

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

  2. Holding at engineer features

    -103m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

What happens next

The next station and its rule

Train

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 3h 25m against a commitment of 4h 31m · 76% of the time used
materiality medium · blast radius 40 records or people downstream
state evidence-posted — held separately, and deliberately not part of this reading