AUG 19, 2026 · PREPRINT
From Storage to Access: Verifiable Activation of Parametric Knowledge in LLMs via Explicit Priming and Implicit Reasoning
arXiv
This is an early-stage machine learning method paper presenting a novel framework without peer review, demonstrating proof-of-concept across benchmarks but lacking independent validation or clinical applicability.
Reported
Model sizes tested3B to 14B
Triples with novel factual bridgi…over 80%
Knowledge inaccessible via direct…more than half