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Formal semantics provide a framework for decision stability in decision-making systems, suggesting new methodologies.
Title: Axiom-Trace-Logic (ATL): Formal Semantics for Decision Stability in τ-Threshold Metric Spaces. Summary: This record provides the complete framework for ATL, including the theoretical manuscript and the reference implementation in Python (v2.0). Included Files: axiom_core_v2.py: The core engine enforcing Theorem 1 & 2. test_axiom_engine.py: Formal verification suite for the engine's mathematical compliance. Axiom_ATL_Timeless_Master_v1.2.pdf: The scientific foundation of the project.
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amine rekab (2026) studied this question.
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