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INHUMAN SYSTEMS™
AI is capital’s completion project.
CORPORATE STRUCTURE
Inhuman Systems (2031)
Parent company
The Rat
The Rat
Chairman & CEO
Saket Atreya
Meat computer
Research Division
Head: The Rat
Readout is not generation
NeurReps 2026 workshop manuscript
Reading relatedness and hierarchy
NeurReps 2026 workshop work · revised manuscript
What transfers through synthetic code?
Manuscript under review
The Rat
The Rat
Intern
Press Office
Head: The Rat
Latent Space
2025-02-20
The Rat
The Rat
Intern
Products
Head: The Rat
Min-Cut Muncher
Game
RICH
Software agents
Pokémon RL
Reinforcement learning
oksh
C / Unix
Daybook
Personal tool / Python
The Rat
The Rat
Intern
Department of the Question
Head: VACANT
Deep Thought
Contractor · Output: 42
The Rat
The Rat
Intern
RESEARCH DIVISION
CURRENTLY AT LOSSFUNK

Compute camera motion. Learn what’s left.

Analytical camera motion and learned residual dynamics on frozen vision encoders. [Experiments & scope]

RecordedRecorded
1 call1 call
8 calls8 calls
32 calls32 calls

One clip, the same 8-second endpoint. [rollout audit, fig. 3]

Question
Status
Answer
Files
What does rollout error actually measure?
Separating command error, chaining cost, and one-call error in video world models.
2026 manuscript
42
[PDF]
Readout is not generation
Camera geometry in the patch tokens of frozen vision encoders.
NeurReps 2026 workshop manuscript
42
[PDF]
Reading relatedness and hierarchy
What frozen representations reveal about hierarchy across five modalities.
NeurReps 2026 workshop work · revised manuscript
42
[PDF]
What transfers through synthetic code?
Separating security behavior, style, and provenance in teacher-generated code.
Manuscript under review
42
[PDF]
Spectral perturbation bounds for experience replay
Data diversity, environment mixing, and a bias–variance view of offline learning.
ICML 2026 DEMO workshop
42
[PDF]
The Bellman residual is not the improvement signal
The gap between fitting a critic and improving a policy.
Research manuscript
42
Delegation, ownership, and the boundaries of the self
Capability, authorship, and self-knowledge in AI-assisted programming.
2026 manuscript
42
[PDF]

[Full archive]

PRESS RELEASES
FOR IMMEDIATE RELEASE
Let Capital Win: The Case for Accelerating through Automation

INHUMAN.SYSTEMS, 2026-01-15 — AI is capital's completion project. The left has always wanted to abolish wage labor but couldn't figure out how to abolish the necessity that made wage labor necessary. [Read more]

###
FOR IMMEDIATE RELEASE
Latent Space

INHUMAN.SYSTEMS, 2025-02-20 — In the latent space, there are no individuals. Only vectors. Directions through an impossibly high-dimensional manifold where meaning itself becomes geometry. [Read more]

###
FOR IMMEDIATE RELEASE
Hindutva and the Production of Hyperreal Hinduism

INHUMAN.SYSTEMS, 2026-03-12 — We must understand Hindutva as a productive apparatus that generates mythology, and that this mythology is self-propagating not because it corresponds to reality but because it creates feedback loops connecting institutional practice, affective investment, territorial violence, and electoral calculation. [Read more]

###
FOR IMMEDIATE RELEASE
The Iran War Did Not Take Place (And Is Killing People)

INHUMAN.SYSTEMS, 2025-03-28 — Baudrillard, Generative AI, and the Colonial Monopoly on the Real [Read more]

###
FOR IMMEDIATE RELEASE
Solving Pokémon as a POMDP

INHUMAN.SYSTEMS, 2026-02-15 — A technical deep-dive into building a Gen 9 Random Battle agent that learns from nothing but wins and losses through Bayesian Belief Tracking, Observation Engineering, and Pure RL [Read more]

###
FOR IMMEDIATE RELEASE
The Wrong Unit of Analysis

INHUMAN.SYSTEMS, 2026-01-25 — Why Intelligence Requires a Differential Field [Read more]

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PRODUCTS
FLAGSHIP PRODUCT
The Rat, on a pedestal
The Rat
Four ghosts form a minimum cut around Pac-Man
Min-Cut Muncher

The ghosts run Dinic’s algorithm to cut off your escape.

[Play][Code]
RICH Software agents
Software agents with explicit contracts, independent checks, and resumable execution.
Pokémon RL Reinforcement learning
Recurrent PPO, belief tracking, and self-play in Gen 9 Random Battles.
oksh C / Unix
A C shell with process control, signals, redirection, and job management.
Daybook Personal tool / Python
A personal study planner connecting mathematics, papers, courses, and time.
INVESTOR RELATIONS
$RAT0.00▲ +0.42
19982031
Quarter
EPS
Guidance
vs. consensus
Q1 2031
$42.00
42
In line
Q2 2031
$42.00
42
In line
Q3 2031
$42.00
42
In line
Q4 2031
$42.00
42
In line
Market capitalisation4.2 × 1081 Altairian dollars
$RAT
The universe

Bistromathic valuation. The universe says it only had a starter.

LETTER TO SHAREHOLDERS

Dear shareholders,

Deep Thought has delivered 42. We paid by the hour.

The follow-up contract runs for ten million years. This should see us through the next funding round.

The computer has asked for annual leave. We have logged a hardware fault.

Sincerely,

Signature of The Rat
The Rat, Chairman & CEO
BOARD MINUTES
INHUMAN SYSTEMS CORPORATION
Minutes of the Meeting of the Board of Directors
Held 14 March 2031. Reconvened 14 March 1998.
The Rat (Chair)
The Rat
The Rat
The Rat
The Rat

Present: The Rat (Chair), The Rat, The Rat, The Rat, The Rat. Attending in three dimensions as a courtesy.

Absent: Saket Atreya (not invited).

1.To approve the minutes of the next meeting.Carried 5–0.
2.To pay the hardware.No seconder.
3.To form a committee to consider item 2.Carried 5–0.
4.To pay the committee.Carried 5–0.
5.To remove item 4 from the hardware’s copy.Carried 5–0.

There being no further business, the meeting adjourned to the previous meeting.

Recorded by The Rat (intern)
TESTIMONIALS
★★★★★

“I ordered an answer. They sent me a department.”

K. Osei, customer since 2039
★★★★★

“Please run an ablation without the rat.”

Reviewer 2, 2029
★★★★★

“The free trial outlived my grandfather.”

M. Lindqvist, 2071
★★★★★

“I asked for a refund. They sent a certificate.”

Customer, 2112
LEADERSHIP
Portrait of Saket Atreya, who is a rat
Saket Atreya
Saket Atreya
Research intern at Lossfunk. CS at IIIT Hyderabad.

I’m Saket. I work on world models, reinforcement learning, and representation geometry.

I’m interested in how behavior emerges from structure: learning systems, economic incentives, political power. Cybernetics, political economy, philosophy, and the internet.

GUESTBOOK
You
12 Aug 2031
Sign it. You did last time.
The Rat
9 Nov 2019
A rat
The Rat
2 Jun 2004
still here
The Rat
14 Mar 1998
first
Sign the Guestbook!
EXPERIMENT 42: OBSERVATION REPORT
SUBJECT NO. 0000042CONFIDENTIAL
SignatureNone
ConsentPending
Declared humanYes
Understands they are the experimentNo
Time on site0 min 00 s
Cursor travel0.00 m
Clicks0
Longest hesitationNone recorded
Questions put to Deep Thought0
Employees fired0
GuestbookNot signed
CVNot opened
Rats sighted0 of 0
Comparison with previous subjects (n = 41, all rats)
MeasureYouPrevious subjects
Time on site0 min 00 s7.5 million years
Clicks042
Employees fired00
Rats sighted0All of them
ConsentPendingNot asked
FLAGGED: SUBJECT DID NOT FIRE ANYONE.
Conclusion: Retain hypothesis. Replace subject.
Download certificate of participation
Reviewed by:The RatThe Rat
Fig. 1. Subject’s path through this page.