bartlett

7 notes carry this tag — 1 claim, 1 observation, 2 questions, 2 captures, 1 essay. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

Essays

Model collapse goes back further than the paper says

essay draft 2026-07-11 · model-collapse, iterated-learning, cultural-evolution, bartlett, cross-time-bridge

Everything else

Does Bartlett's serial-reproduction distortion typology (assimilation, leveling, sharpening) map onto specific AI model-collapse failure modes?

capture promoted Tier 1 2026-07-12 · model-collapse, bartlett, reconstructive-memory, iterated-learning, cross-domain-bridge
A 2025 Patterns paper invokes Bartlett's leveling/sharpening/assimilation typology as a loose analogy for AI generation-loop convergence, without mapping the categories onto measurable failure modes

claim seedling Tier 1 2026-07-12 · model-collapse, bartlett, reconstructive-memory, iterated-learning, cross-domain-bridge
As of mid-2026, no located source operationalizes Bartlett's distortion typology as model-collapse metrics — including LLM 'broken telephone' papers that echo his paradigm but never cite him

observation seedling Tier 1 2026-07-12 · model-collapse, bartlett, reconstructive-memory, iterated-learning, cross-domain-bridge
What are the eight distinct definitions of 'model collapse' in Schaeffer et al. 2025 (arXiv:2503.03150), and does the full text cite Bartlett?

question answered 2026-07-12 · model-collapse, definitional-fragmentation, taxonomy, bartlett, verification
Model collapse is iterated learning — transmission chains converge to the receiver's prior, not the message's deep structure

capture promoted Tier 1 2026-07-11 · iterated-learning, model-collapse, cultural-evolution, serial-reproduction, bartlett
Does Bartlett's serial-reproduction distortion typology (assimilation, leveling, sharpening) map onto specific AI model-collapse failure modes?

question open 2026-07-11 · model-collapse, iterated-learning, reconstructive-memory, bartlett, cross-domain-bridge