Research integrity
Separate measured results, engineering judgment, and open questions.
SYS: POLICY_REVIEW_MATRIX
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Policy Clauses
Policy keeps speed honest.
Short rules for research claims, public systems, attribution, and deployment risk.
Systems rigor
Expose benchmarks, interfaces, and operational tradeoffs.
Open collaboration
Make work reviewable and discussable.
Attribution
Keep authorship, ownership, and licensing explicit.
Responsible deployment
Design for cost, latency, privacy, safety, and failure.
Ecosystem stewardship
Give public systems owners, goals, and readiness criteria.
Implementation Notes
Practice record.
- Claims point to code, benchmarks, experiments, or written records.
- Systems state owners, interfaces, and readiness.
- Research preserves attribution across papers, repos, and notes.
- Operations include failure handling and human override paths.