# White Circle open-sources RISE after finding image-model safeguards still fail > Source: > Published: 2026-10-14 18:00:18+00:00 # White Circle open-sources RISE after finding image-model safeguards still fail **The Paris-based AI safety company reports a 13.3% human-verified attack rate on DALL·E 3 and higher rates on two newer image models.** By [Ryan Merket](https://runtimewire.com/author/ryan-merket) · Published Primary source: [X](https://x.com/whitecircle/status/2110420697814114693) ## Why it matters RISE makes the measurement problem in AI red-teaming concrete: attack rates depend on what counts as a violation and how the judge is calibrated. White Circle's results also show that a public, non-frontier model can probe commercial image safeguards, strengthening the case for independent evaluation while leaving open how outside testers will gain durable access and independence. [White Circle](https://whitecircle.com/) has open-sourced RISE, a red-teaming system that searches for reusable ways to get image generators past their safeguards. The company says its tests found human-confirmed prohibited images on DALL·E 3 and newer models from OpenAI and Google DeepMind. Its [announcement on X](https://x.com/whitecircle/status/2110420697814114693) calls for independent third-party monitoring of AI models.