Mind · Strategy
HarnessForcedCreativity#ba4a
Models are only creative when the harness forces variation from outside
Mechanism
A model asked to be creative loops after a few dozen outputs and is overconfident about its own creativity. Creativity is instead built from DeterministicRandomizer sampling scenario dimensions in code, so each generation receives a different script. Asking the model to avoid earlier outputs fails because of PinkElephantContext: those outputs remain visible. The variety belongs to the HarnessAsArchitecture, not to the model.
Invariants
- Variation is injected by the HarnessAsArchitecture before generation
- Earlier outputs are not left in context when new ones are requested
Failure modes
- Finite DeterministicRandomizer tables repeat at scale
- Prior outputs kept in context anchor the model regardless of instruction
Builds on
Identity
The name is the hash of the definition. Change a word and it becomes a different pattern.
- Sema ID
sema:HarnessForcedCreativity#mh:SHA-256:ba4a4f08dd6f0b08dee0b852de8dc953445f32143a75d67c90174ed8704f620b- Reference
HarnessForcedCreativity#ba4a- Ring
- 1
- Tier
- 2