Research Integrity illustrative research scene
The MindForge standard

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.

Illustrative research imagery for Research Integrity
MindForge · Research Integrity

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.”