'Nothing new': researcher says engram overfitting is plain overfitting tied to over-parametrization

teortaxesTex · x · 2026-10-11

Responding to a claim that engram/n-gram approaches markedly amplify overfitting under data repetition, giffmana argues it's nothing special: it's plain regular overfitting that shows up at clear epoch boundaries, driven by over-parametrization rather than engram specifically. Engram just makes it cheaper to reach, as does MoE. He adds it isn't necessarily bad, depending on the plan.

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