The gap between knowing and commercializing kills more good research than bad science ever does

Popularity Index: 9 Updated at 2026-10-10 01:27 UTC

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A patent is knowledge with a business model attached — without the second part it is just a publication Open innovation works because no single organization can hold all relevant knowledge anymore Industry labs produce more applied knowledge; academia still owns the long-horizon questions Patents vs publications: two production logics — one yielding owned knowledge and the other shared knowledge National innovation systems: why do some countries convert research spending into products so much more efficiently? The replication crisis exposed a production system rewarded for novelty over reliability Innovation still clusters in a handful of cities even though knowledge travels at light speed The publish-or-perish incentive optimizes paper count rather than knowledge capacity KDD taught us that data mining is mostly data cleaning — discovery is the last mile of a long pipeline Reproducibility is a production problem rather than a statistical one — most findings cannot be rerun because the pipeline was never documented

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