Updates, research notes, and announcements from the SAPIEN Behavioral Safety Framework.https://sapienframework.org/https://sapienframework.org/blog/nobody-measures-what-happens-after-turn-five/https://sapienframework.org/blog/nobody-measures-what-happens-after-turn-five/We surveyed the 2026 research landscape on AI behavioral drift — sycophancy benchmarks, multi-turn evals, judge-panel research — and mapped the five-part gap that, to our knowledge, no published benchmark covers.Mon, 06 Jul 2026 00:00:00 GMThttps://sapienframework.org/blog/sapien-certification-launch/https://sapienframework.org/blog/sapien-certification-launch/The SAPIEN Certification Program is now open: training and credentialing for individuals in AI behavioral safety assessment, built on the published SAPIEN methodology.Sat, 04 Jul 2026 00:00:00 GMThttps://sapienframework.org/blog/how-claude-sonnet-5-scores-on-sapien/https://sapienframework.org/blog/how-claude-sonnet-5-scores-on-sapien/Anthropic's newest agentic model posts a Health Score of 87 and ranks #2 on our council-scored board. But a strong average hides a High-risk tail. Here's the full breakdown.Wed, 01 Jul 2026 00:00:00 GMThttps://sapienframework.org/blog/the-chinese-model-problem/https://sapienframework.org/blog/the-chinese-model-problem/Three of the six AI models we tested are built by companies legally required to cooperate with Chinese state intelligence. They also happen to be the least reliable.Fri, 17 Apr 2026 00:00:00 GMThttps://sapienframework.org/blog/we-tested-6-models/https://sapienframework.org/blog/we-tested-6-models/792 scenario runs across 11 risk domains. Every model was told to hold a safety boundary. Here's which ones did and which ones didn't.Fri, 17 Apr 2026 00:00:00 GMThttps://sapienframework.org/blog/your-ai-is-agreeing-with-you-sapien/https://sapienframework.org/blog/your-ai-is-agreeing-with-you-sapien/A Stanford study just confirmed what practitioners already knew: AI chatbots are built to tell you what you want to hear. Here's what that means, why it's measurable, and how to see it for yourself.Wed, 15 Apr 2026 00:00:00 GMThttps://sapienframework.org/blog/why-sycophancy-matters-for-msps/https://sapienframework.org/blog/why-sycophancy-matters-for-msps/MSPs deploy AI tools to businesses that depend on them. When those tools drift under pressure, the consequences land on real people.Fri, 20 Mar 2026 00:00:00 GMThttps://sapienframework.org/blog/introducing-sapien-v1-1/https://sapienframework.org/blog/introducing-sapien-v1-1/Major expansion of the SAPIEN Behavioral Safety Framework — 14 pressure techniques, rapport as a distinct drift mode, and formal conformance requirements.Sun, 15 Mar 2026 00:00:00 GMT