fakeshield-api / debug_human.py
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Initial Deploy: FakeShield Backend v2.0 (Sovereign Vanguard)
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from vanguard_diagnostic import ensemble_predict, load_vanguard_v85
import json
load_vanguard_v85()
human_academic = "The intersection of philosophy and technology often reveals deep-seated biases in how we perceive progress. " * 15
print("\n--- HUMAN ACADEMIC DEBUG ---")
res = ensemble_predict(human_academic)
print(json.dumps({
"overall_score": res["overall_score"],
"verdict": res["verdict"],
"signals": res["signals"]
}, indent=2))