Validation

Datafructus algorithmica — The Data Fruit
Test DF-001FAIL

Conditions: Baseline test, 70% noise, forced extraction

Result: Clarity 3.6 / 100. Species could not find pattern.

Lesson: The species is not a hunter. It must ripen, not be forced.

Test DF-002PARTIAL PASS

Conditions: Ripening over 50 cycles, 70% noise

Result: Clarity 57.8. Pattern accuracy improved but plateaued.

Lesson: Ripening works, but resilience is needed to push further.

Test DF-003PARTIAL PASS

Conditions: Resilience Core added, 100 cycles, 70% noise

Result: Clarity 61.0. Improvement but still plateaued.

Lesson: Resilience alone cannot overcome information loss.

Test DF-004PASS

Conditions: Pattern Reconstruction Memory added, 100 cycles, 70% noise

Result: Clarity 77.2. Pattern accuracy 98%. Full pass.

Lesson: Reconstruction is the key. The species now rebuilds lost signal.