Think of wood like a bundle of tubes. Tree vascular tissue (generally) all runs one way (knots are where branches were and curves are natural as not all trees are straight), which is why wood splits in one direction.
In really simple terms, a sharp nail forces between the fibers of the wood which forces them apart. Blunt nails break some of the fibers while still retaining enough pressure to hold in the wood.
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