INFERA · MECHANISM SERIES EP 08 · THE CLASS ENGINE · v0.2 · INSTALLATION
← EP 07 EP 08 EP 09 →
MOMENT 00 / 07
A MUSEUM OF AUTOMATED SORTING · EP 08

The algorithm sees
1,847 things about you. Now make five decisions and see what it does with them.

This is not an article. It is an installation in seven moments. You will assemble a composite, sort five anonymous households, watch the pattern your clicks just produced, and meet the five families you just helped sort. By the end you will have done what the engine does — and you will know the families it does it to.

BEGIN
⌃ SCROLL OR CLICK
MOMENT 01 / 07 · ASSEMBLY
DATA ASSEMBLY · LIVE

What does the algorithm see when it sees you?

No data leaves your browser. The composite below is modeled from public-broker schemas — the same field structure your real composite has on file at LexisNexis Risk Solutions, Acxiom, Equifax, and four others.

0
data points indexed
in 0.0s
AWAITING INPUT · assembly will begin on submit
CONTINUE TO THE FIRST DOOR
MOMENT 02 / 07 · THE MAZE
PICK YOUR LIFE
TIMER ON

Ten lives. One engine.

Each character below is a real cohort from Season I + II. Their choices intersect — what one decides today changes the doors the next one can open. Pick a life. Replay to feel the maze.

MOMENT 03 / 07 · OUTCOME
YOUR TRAJECTORY · MAPPED TO A FAMILY FROM SEASON I

You became someone.
Someone we have written about before.

⟶ ENDING · YEAR 10
Awaiting your seven decisions.
— scroll up to MOMENT 02 · THE BRANCHING —
This panel reveals which of the five Season I families your accumulated composite most resembles. The reveal happens automatically when you complete Stage 7. Until then, this is a placeholder.
↳ Play the seven stages above · the page will scroll you back here when the outcome is computed

⟶ YOUR 7 CHOICES · IN ORDER

Your 7 choices will appear here, one per line, once you complete the game above.
MEET THE OTHER FOUR
MOMENT 04 / 07 · DESTINATION
5 ANCHOR FAMILIES · ALL ALREADY DOCUMENTED IN SEASON I

You did not know
you were reading about
the same machine.

Each of these families appeared in a different Season I story. They were not in different stories. They were in different parts of the engine you just played for 90 seconds. The breadcrumb under each card opens the original case file.

HOUSING
Maria & Devon
ZIP 30315 · Mechanicsville
Eviction filing · 47 days after a medical-debt FICO drop. Tenant-screening vendor recommendation flipped. Renewal denied.
EMPLOYMENT
James
ZIP 30238 · Jonesboro
Three promotion denials in 14 months. Supervisor recommendations overridden by the algorithmic resume ranker.
HEALTHCARE
Dorothy
ZIP 31810 · Buena Vista
23-year patient at Marion Memorial. Hospital closed 2021. Records dispersed to two buyers. Medicare Advantage denial followed.
CREDIT + SETTLEMENT
Robert
ZIP 30401 · Swainsboro
$1,205 net opioid-settlement check. 14% of modeled per-person harm. Mortgage held by securitization vehicle managed by overlapping institutional capital.
CIVIC PARTICIPATION
LaToya
ZIP 30314 · Vine City
Provisional ballot rejected Nov 2022. Third-party challenge based on a commercial-broker address-lag inconsistency. No cure window.

The five doors you just opened and closed produced five families like these. This is the engine.

THE REFUSALS
MOMENT 05 / 07 · DISCIPLINE
THE THREE REFUSALS · WHAT THIS INSTALLATION DOES NOT CLAIM

No conspiracy.
No determinism.
No despair.

i.
No conspiracy.
The machine is not coordinated. Naming an emergent pattern is not naming a plot. The composite is assembled by competition, not collusion.
ii.
No determinism.
Not every household is sorted the same way. Not every chapter applies equally. Every modeled aggregate in this installation is labeled as modeled.
iii.
No despair.
EP 12 The Governance Layer names the political instruments that change this. Outcomes are produced, not given.
THE COUNTER-READS
MOMENT 06 / 07 · DEFENSE
3 HOSTED DEFENDER VOICES · IN OUTREACH

The three strongest defenses
of what you just saw.

Each defender gets the dignity of being argued well. The installation wins or loses on the strength of its rebuttal — not on weakening the defender first. Outreach in progress to the FAccT-community, vendor trade-association, and sociological-skeptic voices named in the corpus.

DEFENDER 1 · FAccT

"The mechanisms' opacity is contingent, not necessary. EU AI Act. Colorado AI Act. NYC AEDT. The trajectory is toward visibility, not away from it."

DEFENDER 2 · INDUSTRY

"No single decision intends discrimination. FCRA, FHA, Title VII, HIPAA, ECOA already govern these outcomes. The manual baseline produced worse disparities."

DEFENDER 3 · SOCIOLOGICAL SKEPTIC

"Cumulative disadvantage has explanatory range but empirical fragility. The mechanism may be real; magnitude attribution is the open question."

Episode response below each defender appears in the full hosted version after outreach completes · 21-day timeline, three-day text-approval round. Full episode-side responses are drafted in the counter-read voices document.

THE HANDOFF
MOMENT 07 / 07 · HANDOFF
FORWARD · THE SEASON CONTINUES

The machine can already do all of this
to people who participated.

It doesn't need you online to deploy you. The next episode is the case where you are not present to oppose the machine's deployment of you.

EP 09 · THE SYNTHETIC SELF