Feedback Before Learning

ID: substrate.feedback-before-learning

Track whether action output changes later sensing or response before claiming learning.

Status: substrate

Uncertainty

• This substrate principle is an interpretive lens; the relevant substrate and welfare evidence remain case-specific.

Sources

No public source reference is attached. Seek independent evidence before using this badge as support.

Claim boundaries

• Substrate reflection is evidence-only and cannot produce a final moral verdict.
• Living-system substrate matches do not prove human-like consciousness, personhood, or final moral status.
• Mechanism, equations, and Fourier/frequency payloads remain owned by the Theory Badge Graph and calculator.
• Feedback evidence supports a learning hypothesis only when the loop changes later response.

Diagnostic context only. Cite independent evidence for claims about the world.