mayfer: clean low-rank latents may be the key to continuous online learning

mayfer · x · 2026-11-11

mayfer speculates that continuous online learning likely requires very clean, deduplicated abstractions in latent space, and asks whether a loss function could encourage low-rank representations to avoid duplicates in the weights. He follows up saying this seems increasingly achievable.

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