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latent-learning

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Apumukherjee819 / SpectraBDH-Visualizing-Spectral-Radius-Memory-Interference-and-Latent-Reasoning

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interactive, sub-16ms vector explainer built for the DataForge 2026 Pathway Track.It proves why classical State Space Models suffer exponential associative forgetting ($\rho(A)^L$) and visualizes how Pathway's Dragon Hatchling (BDH) synaptic plasticity and BDH CQ continuous latent reasoning eliminate interference without KV-cache explosion.

pathway-analysis associative-memory state-space-models spectral-radius synaptic-plasticity machine-learning-education latent-reasoning latent-learning dragon-hatchling mamba-architecture linear-recurrence memory-decay neurips-2026 post-transformer continuous-latent-space continuous-latent-flow dataforge-2026
  • Updated Sep 3, 2026
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