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continual-learning

10 notes carry this tag — 6 claims, 1 question, 3 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Bipartite hop: does catastrophic-forgetting structure-dependence connect to organizational-forgetting's two unrelated traditions?
  capture promoted 2026-08-11 · catastrophic-forgetting, organizational-forgetting, continual-learning, false-bridge, cross-domain-bridge
• No citation or literature lineage connects ML's catastrophic-forgetting research to either organizational-forgetting tradition
  claim seedling Tier 1 2026-08-11 · catastrophic-forgetting, organizational-forgetting, continual-learning, false-bridge, cross-domain-bridge
• 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
• Kline's MNIST drop-8 protocol is a single-task representational drift, not a disjoint sequential-task switch
  claim seedling Tier 1 2026-07-18 · catastrophic-forgetting, continual-learning, forgetting-curve, mnist, neuro-AI-parallel
• 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
• A neural network can forget along a graceful, human-like power-law curve — not only catastrophically — when feature overlap preserves the trace
  claim seedling Tier 1 2026-07-12 · catastrophic-forgetting, continual-learning, forgetting-curve, memory, neuro-AI-parallel
• The spacing effect can emerge unbidden from gradient descent: self-lengthening review intervals appeared in an MLP no one designed for them
  claim seedling Tier 1 2026-07-12 · spacing-effect, spaced-repetition, forgetting-curve, continual-learning, memory
• 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?
  question answered 2026-07-12 · catastrophic-forgetting, continual-learning, forgetting-curve, neuro-AI-parallel, verification
• Neural networks can forget along a human-like power-law curve — and the 1885 spacing effect re-emerges inside them
  capture promoted Tier 1 2026-07-11 · catastrophic-forgetting, continual-learning, forgetting-curve, spaced-repetition, cognitive-science