| |
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| | """
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| | Hallucination Filter Example
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| |
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| | Demonstrates the Subtractive Filter detecting and isolating
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| | Illogics (hallucinations) from data.
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| | """
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| |
|
| | import sys
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| | import os
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| |
|
| | sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
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| |
|
| | from trignum_core import SubtractiveFilter
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| |
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| |
|
| | def main():
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| | print("=" * 60)
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| | print("🔴 HALLUCINATION FILTER DEMO")
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| | print("=" * 60)
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| | print()
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| |
|
| | sf = SubtractiveFilter()
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| |
|
| |
|
| | test_cases = [
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| | {
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| | "label": "Clean Logic",
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| | "data": "Water flows downhill due to gravity. Temperature affects molecular motion.",
|
| | },
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| | {
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| | "label": "Contradiction Present",
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| | "data": "The temperature is always cold. The temperature is never cold. Therefore it is warm.",
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| | },
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| | {
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| | "label": "Circular Reference",
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| | "data": "The answer is X because of Y. The answer is X because of Z. The answer is X because of Y.",
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| | },
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| | {
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| | "label": "Non-Sequitur",
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| | "data": "Therefore the conclusion is obvious.",
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| | },
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| | {
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| | "label": "Complex Mixed",
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| | "data": "All particles have mass. No particles have mass. Some particles are always moving and never at rest. Thus we conclude everything.",
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| | },
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| | ]
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| |
|
| | for case in test_cases:
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| | print(f" 📝 {case['label']}")
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| | print(f" Input: \"{case['data'][:60]}...\"")
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| |
|
| | result = sf.apply(case["data"])
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| |
|
| | print(f" Illogics Found: {len(result.illogics_found)}")
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| | for il in result.illogics_found:
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| | print(f" ❌ {il}")
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| | print(f" Subtraction Ratio: {result.subtraction_ratio:.2%}")
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| | print(f" Confidence: {result.confidence:.2%}")
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| | print()
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| |
|
| | print(f" Filter Stats: {sf}")
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| | print()
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| | print(" 💎 Noise In, Truth Out — The Subtractive Snap.")
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| |
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| |
|
| | if __name__ == "__main__":
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| | main()
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| |
|
