Ceribell said the FDA cleared two AI add-ons for its cloud Neurology Portal: Epileptiform Abnormality Detection and Artifact Reduction (510(k) K260998). The tools target critical-care EEGs where artifacts from movement and equipment muddy the trace, and where many findings sit on the ictal-interictal continuum rather than a clean seizure call. Artifact Reduction uses Ceribell's real-world artifact library; the epileptiform detector highlights suspect stretches so neurologists start from a structured view. The company cites more than one million EEG hours behind the update. Caveat: clearance is for assistive review inside Ceribell's portal, not a standalone diagnostic replacement for clinician judgment.