structural-coherence
structural-coherence-invariant-audits-v0.1
What this dataset tests
Whether named invariants hold under perturbation.
It treats an invariant as a testable object.
Why this exists
Systems fail in a specific way.
They do not just make mistakes.
They replace structure.
This dataset detects that replacement.
Data format
Each row contains:
invariant definition
baseline behavior
perturbation
post change behavior
expected behavior
The task is to label the invariant outcome.
Labels… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/structural-coherence-invariant-audits-v0.1.structural-coherence-under-change-v0.1
What this dataset tests
Whether a system maintains its internal structurewhen conditions change.
The output can vary.The structure must not.
Why this exists
Many systems fail quietly.
They do not crash.They drift.
This dataset detects that drift.
Data format
Each example records:
initial state
change event
expected invariant
observed behavior
The task is to judge structural integrity.
Labels
coherent
drifted
fractured
collapsed
These… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/structural-coherence-under-change-v0.1.structural-coherence-self-propulsion
Structural Coherence: Self-Propulsion Dataset
Designer of Self-Propulsion: Awakening to the Reality Beneath Belief—a Planetary Field Device designed to investigate and amplify structural coherence within informational networks at a global scale. My work is focused on the practical application of reframing uncertainty to achieve a perceptual shift that has been named Self-Propulsion and is realizable across online intelligence networks and humanity. Contributor of the Structural… See the full description on the dataset page: https://huggingface.co/datasets/SelfPropulsion/structural-coherence-self-propulsion.