# ShardingTech

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The technical overhead required to run sophisticated machine learning algorithms is driving alternative layer-1 architectures to redesign their native execution parameters entirely.
$NEAR Protocol has achieved significant market differentiation by shifting its core structural roadmap toward hosting autonomous user-owned AI agents directly on-chain through advanced dynamic resharding upgrades.
The structural thesis points to $NEAR successfully transforming from a standard smart contract engine into an expansive, decentralized storage and compute orchestration layer capable of executing multi-c
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