Independent AI safety researcher building runtime coherence control for LLMs.
- Tokyo/JAPAN
- info@metaclan.jp
- @RecyncAI
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Recync_framework
Recync_framework PublicRuntime detection and control of LLM coherence failures (looping, hallucination, context loss). No fine-tuning. Zero iatrogenic harm. 69 experiments across 5 architectures.
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geometric_phase_extraction
geometric_phase_extraction PublicGeometric phase structure in Transformer hidden states. LayerNorm placement predicts manifold geometry — 6x difference in PCA concentration. 9 models, 13 experiments.
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