Selection standards

Each daily edition contains three to five developments selected for evidence quality, material impact, recency, novelty, and relevance to the NJL workshop. The system skips publication when fewer than three stories clear the evidence gate.

Peter Diamandis’s Moonshots podcast receives a dedicated review on every run because it frequently surfaces consequential emerging ideas. Forecasts and commentary are labeled as such, and factual claims are checked against independent primary sources.

Evidence labels

• Confirmed: supported by an authoritative record or independently reproducible evidence.
• Peer-reviewed: published through formal scholarly peer review.
• Preliminary: promising evidence that remains incomplete.
• Preprint: publicly available research that has not completed peer review.
• Company-reported: reported by the developer or sponsor and not independently established.
• Forecast: a prediction or scenario rather than an observed result.

Medical and scientific caution

Medical items identify the study type, population, regulatory status, and important limitations. Progress Brief is educational and is not medical advice. Animal, laboratory, and early clinical findings are not presented as proven treatments.

AI assistance and accountability

AI assists with discovery, comparison, drafting, and quality checks. Deterministic validation prevents publication when citations, evidence classifications, or WordPress verification fail. NJL Design Lab remains accountable for the published result and maintains correction and rollback records.

Corrections

Material corrections are made directly and the updated date remains visible. Sources are linked beside the claims they support so readers can inspect the evidence themselves.