
Research Integrity
A public operating standard for ambitious questions, disciplined claims, traceable revisions, and meaningful criticism.
Every artifact should identify its stage: question, hypothesis, literature synthesis, formal model, simulation, prototype, experimental result, proof draft, reviewed work, or accepted publication.
A simulation is evidence about a model under assumptions. A prototype is evidence of feasibility under tested conditions. Neither is automatically proof, clinical validation, or market readiness.

Version history, limitations, negative results, corrections, and withdrawals belong in the research record rather than disappearing behind a cleaner narrative.
Open research is valuable, but public release must not unintentionally expose confidential partner information, contributor rights, security-sensitive details, or patentable invention.
“Hypothesis ≠ evidence. Simulation ≠ proof. Criticism strengthens the work.”