Search

Assessing Machine Learning Bias Using Model Training Metadata

USPTO granted Patent US12608445B2 to Cisco Technology, Inc. on April 21, 2026. The patent describes a system for assessing bias in machine learning models by comparing input data to training metadata retrieved from a ledger associated with the model, then providing a bias indication. The patent contains 20 claims and covers technology used in ML model evaluation workflows.

C.P. v. Uber Technologies Inc. et al - Personal Injury Product Liability

C.P. filed a personal injury product liability complaint in the Northern District of California against Uber Technologies Inc., Rasier CA, LLC, and Rasier, LLC on April 20, 2026. The case, numbered 3:26-cv-03304, is a civil diversity action filed from the San Francisco courthouse. Summons has been issued to all named defendants.