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cs.CL2026
MMLA: Memory-Mediated Learning Architecture for Predictive Dual-State Adaptation
Junyi Zou, Avrova Donz
Memory-Mediated Learning Architecture (MMLA) separates slow base parameters theta, a bounded numerical policy carrier Phi, and a bounded authoritative memory M. Predictive Dual-Sta…
cs.CL2026
Adapter Merging Reactivates Latent Reasoning Traces: A Mechanism Analysis
Junyi Zou
Large language models fine-tuned via a two-stage pipeline (domain adaptation followed by instruction alignment) can exhibit non-trivial interference after adapter merging, includin…