fso_intelligence_synthesis.py

import time
from fso_tgi_engine import TGIEngine

class IntelligenceSynthesizer:
    """
    Law XII: Universal Intelligence Convergence
    Synthesizes new insights by correlating independent domains.
    Example: Correlating "Mathematics" (Fiber 2) and "Computer Science" (Fiber 1).
    """
    def __init__(self, m=256, k=4):
        self.tgi = TGIEngine(m, k)
        print(f"[{time.strftime('%H:%M:%S')} ALGIERS] Intelligence Synthesizer Online. Ready to converge domains.")

    def run_synthesis_demo(self):
        print("\n" + "=" * 60)
        print(" [TGI] INITIATING CROSS-DOMAIN INTELLIGENCE SYNTHESIS")
        print("=" * 60)

        # 1. Ingest Mathematics and Computer Science Logic
        import io, zipfile, urllib.request
        mock_zip = io.BytesIO()
        with zipfile.ZipFile(mock_zip, "w") as zf:
            zf.writestr("math_axioms.txt", "The Riemann Hypothesis is unproven. Prime density follows the prime number theorem.")
            # Note: the shatterer splits by \n\n, so we keep it compact to avoid issues in synthesis match
            zf.writestr("cs_logic.py", "def compute_primes(n): return [i for i in range(2, n) if all(i % j for j in range(2, int(i**0.5) + 1))]")

        orig_urlopen = urllib.request.urlopen
        class MockRes:
            def __init__(self, c): self.c = c
            def read(self): return self.c
            def __enter__(self): return self
            def __exit__(self, *args, **kwargs): pass
        urllib.request.urlopen = lambda url, *args, **kwargs: MockRes(mock_zip.getvalue())
        
        print("\n[*] Ingesting Mathematics & CS Domains...")
        self.tgi.ingestor.ingest_https_zip("https://github.com/Sovereign/IntelligenceSynthesis")
        urllib.request.urlopen = orig_urlopen

        # 2. Correlate Insights
        print("\n[*] Synthesizing New Insights...")
        # The shatterer splits "The Riemann Hypothesis is unproven. Prime density follows the prime number theorem."
        # into ["The Riemann Hypothesis is unproven.", "Prime density follows the prime number theorem."]
        
        # Searching Fiber 2 for Knowledge and Fiber 1 for Logic
        self.tgi.synthesize_knowledge_between_fibers(
            "Prime density follows the prime number theorem.", 2,
            "def compute_primes(n): return [i for i in range(2, n) if all(i % j for j in range(2, int(i**0.5) + 1))]", 1
        )

        print("\n[*] Convergence Check: Does the CS logic solve the math problem?")
        self.tgi.execute_cross_reasoning([1, 1, 1, 1], 0, "Topological Prime Computation")

        print("\n" + "=" * 60)
        print(" [DONE] INTELLIGENCE SYNTHESIS COMPLETE")
        print("=" * 60)

if __name__ == "__main__":
    synthesizer = IntelligenceSynthesizer()
    synthesizer.run_synthesis_demo()