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Updated new benchmark
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README.md

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> [!NOTE]
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> When tested against a benchmark suite of **5,498 files**—including the Python standard library, top PyPI packages, and a gauntlet of adversarial paradoxes—this analyzer achieved a **Practical Success Rate of 88.87%**.
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> When tested against a benchmark suite of **5,498 files**—including the Python standard library, top PyPI packages, and a gauntlet of adversarial paradoxes—this analyzer achieved a **Practical Success Rate of 93%**.
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| Metric | Score |
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| ----------------------- |:--------------------------------------:|
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| **Correct Predictions** | 4,886 of 5,498 |
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| **Practical Success Rate** | **88.87%** |
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| **Practical Success Rate** | **93%** |
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This result demonstrates that while a perfect halting decider is impossible, a layered heuristic approach can achieve a very high degree of accuracy and safety on practical, real-world code.
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This project acknowledges that the Halting Problem is theoretically undecidable. The goal is not to achieve impossible perfection but to build a practical tool that demonstrates the power of layered heuristics. By combining static analysis, symbolic logic, dynamic tracing, and advanced meta-defenses, this analyzer successfully pushes the boundary of what can be practically decided, providing correct and safe answers for an overwhelming majority of real-world and adversarial programs.
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