Knowledge That Is Linear Before Fine-Tuning Generalizes After It

arXiv:2610.22300 · cs.CL, cs.AI, cs.LG · Submitted 2026-10-15 · Read on arXiv

cs.CL, cs.AI, cs.LG

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: 25 pages, 8 figures, 7 tables. Code and data: https://github.com/NightMachinery/active-inert-facts

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Fine-Tuning — 1× in this paper · explained in 5 episodes

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