The gap between quantitative and qualitative patient data is not a new observation. What is new is the methodology to close it, the infrastructure to make it scale, and the record of having said so in rooms that matter.
The first reflection from QIS at ATS Orlando 2026. Co-authored by Marc and Jennifer Bulandr on what QIS brought to the AI Lab and what ATS taught QIS. Five days. Three engagements. The first piece in an ongoing series of field reflections from QIS.
Read →On Magnifica Humanitas, the Vatican's first encyclical on artificial intelligence, and why this moment matters for everyone building, regulating, or deploying AI in human contexts. Co-authored by Marc and Jennifer Bulandr.
Read →The companion guide to the first ATS reflection. A practical resource for patients and caregivers on using AI tools thoughtfully and safely to prepare for appointments, understand medical information, and speak up in your own care. Co-authored by Jennifer Bulandr and Marc Bulandr.
Read →The long-form argument for qualitative patient intelligence as infrastructure, not commentary. Anchored in the before/after patient case and the five validation events across the FDA, NIH, and Duke-Margolis RISE Together Workshop, March 2026.
Read →The QIS addendum to the Research!America Alliance on the OMB/OSTP FY27 memo and qualitative infrastructure as the unfunded category in federal biotech investment mapped 2012 through 2026.
Request a copy →A triangulated response to the MIT and Stanford sycophancy research, examining why single-model AI produces structural agreement and why multi-model triangulation with human review is the architectural answer. Triangulated across seven Verity lenses before publication.
Read on LinkedIn →The patent application filed in December 2025 covering the Recursive Triangulation Logic Loop, the multi-lens Verity architecture, and the Human Gate protocol. The full cycle, the analytical mandates, and the discipline are specified in the filing.
Request a briefing →Events and regulatory moments across 2026 that name the need for qualitative patient intelligence as infrastructure. Every item below is a room QIS has been in, a docket QIS is engaging, or a regulatory development that has moved the question forward.