Research-Stack/5-Applications/scripts/direct_swarm_uncertainty_hybrid.py

45 lines
1.4 KiB
Python

#!/usr/bin/env python3
"""
Direct Swarm to Implement UncertaintyMetaPredictiveDifferential.lean (SHIM)
# BOUNDARY: Python thin IO shim; logic in Semantics.NIICore.UncertaintyMetaPredictiveDifferential
"""
import sys
from pathlib import Path
# Add infra to path
sys.path.append(str(Path(__file__).parent.parent.parent / "4-Infrastructure" / "infra"))
from lean_unified_shim import LeanUnifiedShim
def main():
"""Main function calling Lean via unified shim."""
shim = LeanUnifiedShim()
print("=" * 70)
print("UNCERTAINTY METAPREDICTIVE DIFFERENTIAL HYBRID (LEAN-BACKED)")
print("=" * 70)
try:
passed = shim.run_uncertainty_hybrid_test()
if passed:
print("\n✅ UncertaintyMetaPredictiveDifferential Hybrid Test: PASSED")
print(" - Uncertainty weighting: VERIFIED")
print(" - Meta-learning adjustment: VERIFIED")
print(" - Predictive timing: VERIFIED")
print(" - Differential attention: VERIFIED")
else:
print("\n❌ UncertaintyMetaPredictiveDifferential Hybrid Test: FAILED")
print("\n" + "=" * 70)
print("VERIFICATION COMPLETE (VERIFIED VIA LEAN)")
print("=" * 70)
except Exception as e:
print(f"Error calling Lean module: {e}")
sys.exit(1)
if __name__ == "__main__":
main()