LensReading which lens this session carries.
RD5A-1009Evidence postedmedium materiality

Model at engineer features

Kofi Ellery

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

$41k

value

70%

confidence

4

people affected

2h 48m

age

4h 31m

sla

25%

progress

Currently held by

DATA-ANALYTICS spine

Running in the shared AI GBS spine

Raised by

Beatriz Farouk

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. The same actions are held in the append-only evidence spine with their authority grant, version stamps and hash links; open the auditor pack to see them.

  1. Cleared frame problem

    -168m

    Feature Engineering Agent

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

  2. Holding at engineer features

    -84m

    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

Plain reading of the current state

Amber. The agent completed the work but the outcome fell into a sampling band, so it posted evidence for review rather than closing silently. Work carries on; a human confirms after the fact.