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ProblemMap/Inverse_Atlas/README.md
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> A legitimacy-first AI runtime for rigorous reasoning in the age of over-answering.
> Inverse Atlas governs whether a model may answer, how strongly it may answer, when it must stay broad,
> unresolved, or stop, and how far it may go under legitimate reasoning conditions. ⚖️
> unresolved, or stop, and how far it may go under legitimate reasoning conditions. ⚖️
<img width="1536" height="1024" alt="Inverse_Atlas_Hero" src="https://github.com/user-attachments/assets/4761f80e-b134-43d0-8ce4-48c3e656e877" />
Most AI systems are built as if answering is the default.