Legal & Transparency
Editorial Standards & AI Disclosure
Research, learning in public, AI assistance and corrections.
Mission and scope
Simpyll documents practical engineering, technology, healthcare perspectives and learning in public. Personal experience and experiments should be distinguished from established evidence. These standards describe editorial goals, not a claim that every existing article underwent a formal review.
Research and verification
Sources should support the claim, favor original documentation and primary research where practical, and be checked for currency and context. References allow readers to investigate further. No formal peer review or independent clinical review is claimed. Existing articles may differ in sourcing depth; report unsupported or outdated claims.
AI assistance
AI tools may assist with brainstorming, organizing research, drafting, editing, coding, debugging and testing. AI output can be incorrect or omit context. Assistance is distinct from independent human verification, source checking and executable tests. No blanket claim is made that every statement or code change has been personally verified. No visitor-facing AI service was found in the inspected application.
Corrections and contributions
Use the contextual GitHub link below each page to suggest a correction. Report factual errors, broken links, outdated guidance, clinical inaccuracies or software defects with the public page URL and evidence. Some article links open a correction issue because Notion is their editorial source; accepted corrections must be applied there before synchronization. Public reports require a GitHub account. Review and response times are not guaranteed; private feedback is available at simpyll.com@gmail.com.
Publication and updates
Article publication dates identify original publication and should not be treated as a clinical review date. Substantive corrections should be explained and distinguished from original publication. Meaningful updates use explicit editorial dates; optional revision histories and correction notices disclose changes separately from original publication. Automated synchronization and deployments do not change editorial dates. Policy drafts carry a separate review date; Git history records source changes.
Material interests
No sponsorship or affiliate arrangement was established by the website source audit, which cannot verify off-site relationships. Material connections, if present or introduced, should be disclosed beside the relevant content or links. Questions about potential conflicts can be sent to simpyll.com@gmail.com.
Supporting information: GitHub privacy statement, accessibility audit, and data inventory and review decisions. Do not post private requests or vulnerabilities in public issues. Send private questions to simpyll.com@gmail.com; a dedicated security reporting channel has not yet been verified.