Gender Shades measured a 34.4-point error gap on 1,270 faces and moved three vendors within seven months. New York City's mandatory bias audits produced 18 posted reports from 391 employers. The difference was not auditor skill b…
In October 2025 The Washington Post uploaded an AI-generated video carrying signed Content Credentials to eight social platforms, and not one kept the credential. Watermarks survive that trip but not a determined paraphrase, and …
Add a column the model never reads and SHAP can hand it more than a quarter of the credit for a decision. That is not a library bug: a Shapley attribution answers a question you chose, often without noticing, and a 2024 PNAS resu…
The Act passed in 2024, the GPAI rules went live in August 2025, and enforcement powers arrive in August 2026. Most Series-A startups need a handful of specific changes, not a compliance department.