TECHNOLOGY
Collaborative Research
A concise overview of Collaborative Research, how it relates to Research & Validation, key considerations, and conditions to confirm.
Item 1 of 1: Collaborative Research
Research & Validation
Collaborative Research
A concise overview of Collaborative Research, how it relates to Research & Validation, key considerations, and conditions to confirm.
Scope
For Collaborative Research, we define applicability from the purpose and constraints, including conditions where it should not be used. The relationship to Research & Validation remains visible so the reasons behind each decision can be reviewed.
Design decisions
For Collaborative Research, we avoid locking the design to one model or platform, separate data, integration, and monitoring, and record the reasons for each choice. The relationship to Research & Validation remains visible so the reasons behind each decision can be reviewed.
Validation
For Collaborative Research, we use repeatable inputs and criteria and inspect failure cases as well as expected behavior. The relationship to Research & Validation remains visible so the reasons behind each decision can be reviewed.
Operational review
For Collaborative Research, we track changes, quality shifts, and use patterns while keeping a path for rollback. The relationship to Research & Validation remains visible so the reasons behind each decision can be reviewed.
Human governance
For Collaborative Research, we do not leave consequential decisions to automation alone and define accountable review points. The relationship to Research & Validation remains visible so the reasons behind each decision can be reviewed.