Thinking
What a publication-date filter can prove
Date filters can enforce retrieval eligibility, but historical claims need a separate check of what each result contained at the cutoff.
Super Genius Labs Editorial · Aug 25, 2026 · 3 min readThinkingThe FDA’s GenAI-device paper is a question set, not a compliance checklist
FDA is considering a competency-based evaluation model for generative-AI medical devices. Its discussion paper offers diligence questions about the finished device, intended use, clinical confirmation, and postmarket monitoring—not adopted requirements.
Super Genius Labs Editorial · Aug 23, 2026 · 4 min readEngineeringFrom agent traces to release decisions
A production trace becomes release evidence only after scoring, review, regression, and an explicit decision. Automated evaluation contributes evidence, not proof of correctness.
Super Genius Labs Editorial · Aug 3, 2026 · 4 min read