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- https://arxiv.org/abs/2511.12240
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# SCI
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A Metacognitive Control Layer for Signal Dynamics
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This repository contains the reference implementation of the **Surgical Cognitive Interpreter (SCI)**, a closed-loop metacognitive controller that wraps existing models and turns prediction into a regulated process rather than a one-shot function evaluation.
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SCI is introduced in:
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- https://arxiv.org/abs/2511.12240
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# SCI
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| 21 |
A Metacognitive Control Layer for Signal Dynamics
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| 22 |
+
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| 23 |
This repository contains the reference implementation of the **Surgical Cognitive Interpreter (SCI)**, a closed-loop metacognitive controller that wraps existing models and turns prediction into a regulated process rather than a one-shot function evaluation.
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| 24 |
|
| 25 |
SCI is introduced in:
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