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print("======================================================================")
print("ZYMATICA | Word Boundary Boosting Proof (Lua Edition)")
print("======================================================================\n")
    print("[1] Parsing token types (word boundaries vs functional fragments)...")
    print("[2] Adding logit bias offsets (+3.5, +1.5) to target boundaries...")
    print("[3] Suppressed token fragmentation noise.")
print("\n[VERIFICATION] Word-Boundary Boosting verified successfully.")