Adaptive Neuro-Shield™ is a multi-layer thin-film composite that integrates a MXene-graphene conductive network within a ferroelectric polymer matrix, bonded by a self-healing interface zone over a structural substrate. The result is a single material that delivers broadband electromagnetic attenuation from 0.1 Hz through 100 GHz, autonomous self-repair under mild thermal trigger, and frequency-adaptive impedance tuning — at roughly half the areal density of copper-foil shielding. Full technical disclosure, complete claim set, and validation matrix are available exclusively under signed mutual NDA.