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**9 behavioral dimensions × 3 architectures. Trained probes that read LLM hidden states and detect/correct behavioral failures at decode time.**
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> **Paper:** [Consistency Is All You Need](https://zenodo.org/records/18489530)
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> **Website:** [ProprioceptiveAI.com](https://proprioceptiveai.com)
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> **Patents:** 55 filed
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> **Author:** Logan Napolitano — Fiber AI, Inc.
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## 🔬 What This Is
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**9 behavioral dimensions × 3 architectures. Trained probes that read LLM hidden states and detect/correct behavioral failures at decode time.**
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## 🔬 What This Is
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