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Edition 153 · work · Luo; Jiping; Ephremides; Anthony; Pappas; Nikolaos

Innovation-based sampling: The death of data hoarding

Only collecting "sufficiently new" information redefines efficiency, eliminating redundant data streams.

Innovation-based sampling: The death of data hoarding
FO Take · Score 85

Innovation-based sampling is the intellectual cudgel we need to smash the data-hoarding industrial complex. Corporations endlessly collect, analyse, and store mountains of useless data, mistaking quantity for insight. This novel approach forces rigour, demanding only truly novel information warrants attention. Anything less is digital clutter. When will enterprises abandon their digital brollies and face the downpour of actual insight?

The strongest counter

While efficient, such a selective approach risks overlooking subtle, emergent patterns in "redundant" data that could be crucial for long-term strategic advantage. Over-optimisation can breed blindness.

Audit trail
  • ·Selective data acquisition
  • ·Efficiency optimisation
  • ·Novel information focus
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