Machine Classification
Every human comes with the same Overreaction Machine. The settings are another matter. Unfortunately, humans judge each other by their own settings.
Once we open the machine, Antennas differ. Forecast Chambers branch differently. Commit Gates close at different speeds. Memory Archives update by their own peculiar rules. The tidy little classification tree quickly turns into trillions of possible configurations.
Welcome to the Classification of Human Choice Architecture.
We had this organized for almost a minute.Â
THE CLASSIFICATION TREE
Â
 Human
⬇
Overreaction Machine
⬇
4 Master Divides
⬇
16 Primary Machine Classes
Master Divides
Four Ways Human Machines Lean
The Master Divides are not components of the Overreaction Machine. They are global configuration axes that influence how multiple parts of the machine operate.
SAFETY ↔ AUTONOMY: Where does stability come from?
MEANING ↔ PREDICTABILITY: What makes the world stable?
EMOTION ↔ LOGIC: How is instability regulated?
IDENTITY ↔ TRUTH: What is preserved when updating becomes necessary?
We know exactly what you're about to do with these 16 classes, and no, you may not.
Unfortunately, You Will Not Be Getting a Type
The 16 primary classes are useful sorting bins, not sixteen kinds of people. They tell us something important about the broad configuration of a machine, then promptly become inadequate for describing the particular human carrying it around.
Think general neighborhood, not congratulations, we have identified you.
One Class
3 Specimens
Autonomy · Meaning · Logic · Truth
THE DEEP MODELER
Takes in a great deal of information, generates many possible explanations, and is comfortable leaving the question open while it keeps investigating. Once new evidence arrives, however, its internal model can change surprisingly quickly.
Autonomy · Meaning · Logic · Truth
THE RAPID SIMPLIFIER
Takes in less information, generates fewer alternatives, and reaches a working conclusion quickly. Once the situation is over, the machine tends to release it rather than carrying it forward.
Autonomy · Meaning · Logic · Truth
THE CONTEXT-SENSITIVE ANALYST
Usually operates through logic, but social situations can reorganize the entire machine. It may remain remarkably open and analytical about an abstract problem while becoming much quicker to conclude—and much slower to recover—when other people are involved.
Humans share a choosing architecture. So why do they choose so differently?
One architecture → different global orientation → different component configuration → different Body State → different predictive history → different current input → different machine run → different choice
COMPARATIVE MACHINE ANATOMYÂ
The current model holds:
18 settings across seven components
ANTENNA
Signal Weighting · Signal Density
PANCAKE STACK
Default Engine Order · Activation Sensitivity
FORECAST CHAMBER
Branch Generation · Branch Depth · Branch Persistence
COMMIT GATE
Commitment Threshold
STORYBOARD
Narrative Consolidation · Reconstruction Bias
MEMORY ARCHIVE
Generalization Width · Retrieval Threshold · Retrieval Format · Update Threshold · Update Rate · Update Balance · Cooling Rate
And, this is why each machine is in a class of its own.
Classified Life
It's actually not faulty logic, lack of emotional intelligence, or poor character. It's machinery.
MoreÂ
MindStretched
Why do people sabotage their own success? Why do people protect their beliefs even when proven wrong? Keep exploring
