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coherence-control

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anulum / scpn-phase-orchestrator

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Evidence-first synchronization analysis and review-only control proposals for coupled rhythmic systems (Kuramoto/UPDE), with reproducible audits.

python rust reproducible-research network-science scientific-computing dynamical-systems control-systems synchrony kuramoto-model digital-twin phase-synchronization early-warning-signals kuramoto coupled-oscillators phase-dynamics coherence-control upde scpn
  • Updated Jul 26, 2026
  • Python

metaSATOKEN / Recync_framework

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Runtime detection and control of LLM coherence failures (looping, hallucination, context loss). No fine-tuning. Zero iatrogenic harm. 69 experiments across 5 architectures.

reproducible-research transformers pytorch open-science pythia checkpoint-restart ai-safety runtime-monitoring control-barrier-functions mechanistic-interpretability llm-safety inference-time-intervention coherence-control
  • Updated Mar 30, 2026
  • Python

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