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representational-overlap

3 notes carry this tag — 2 claims, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Catastrophic forgetting is a structure-dependent regime, not a universal property of neural networks
  claim budding Tier 1 2026-07-18 · catastrophic-forgetting, continual-learning, connectionism, forgetting-curve, representational-overlap
• Whether a network forgets catastrophically or gracefully is governed by representational overlap, not by an intrinsic property of backpropagation
  claim seedling Tier 1 2026-07-18 · catastrophic-forgetting, representational-overlap, distributed-representations, sparse-coding, continual-learning
• Is 'catastrophic vs. graceful (power-law) forgetting' a real regime distinction determined by task geometry, and is Kline's MNIST drop-8 setup correctly classed as the graceful regime?
  capture promoted 2026-07-13 · catastrophic-forgetting, continual-learning, forgetting-curve, power-law, neuro-AI-parallel